US20080288477A1 - Method and system of generating an aggregate website search database using smart indexes for searching - Google Patents
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- US20080288477A1 US20080288477A1 US12/119,338 US11933808A US2008288477A1 US 20080288477 A1 US20080288477 A1 US 20080288477A1 US 11933808 A US11933808 A US 11933808A US 2008288477 A1 US2008288477 A1 US 2008288477A1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/957—Browsing optimisation, e.g. caching or content distillation
- G06F16/9577—Optimising the visualization of content, e.g. distillation of HTML documents
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
Definitions
- the present application relates generally to telecommunications and more particularly to a system and method for generating an aggregate website search database using smart indexes for searching.
- Web sites host and provide information using web pages that are communicated electronically via a telecommunications network. Accessing this information by some client computing devices can be challenging.
- Computing devices are becoming smaller and increasingly utilize wireless connectivity. Examples of such computing devices include portable computing devices that include wireless network browsing capability as well as telephony and personal information management capabilities.
- FIG. 1 is schematic representation of a system for content navigation.
- FIG. 2 is a schematic representation of a wireless communication device from FIG. 1 .
- FIG. 3 illustrates a flow of interactions among components of the system of FIG. 1 .
- FIG. 4 is a schematic representation of an aggregate website search database for e-commerce.
- FIG. 5 is a schematic representation of tables in an aggregate website search database for e-commerce.
- FIG. 6 is a schematic representation of an aggregate website search database index.
- FIG. 7 illustrates a method of creating the aggregate website search database index.
- FIG. 8 illustrates a method of querying the aggregate website search database index.
- FIGS. 9A-9D and 10 A- 10 D respectively illustrate representative web pages rendered on a first browser window and portions of said representative web pages transcoded and rendered on a second browser window in accordance with an embodiment.
- WAP Wireless Application Protocol
- Signature schema documents may be pre-defined using a query language to provide instructions for application by an engine to extract data from web pages of respective web sites for storage to an aggregate database.
- signature schema instructions identify a web page family for the web page and extract desired data from the web page in accordance with its web page family.
- the instructions use signatures previously identified within web pages of the same family to distinguish the web page family (e.g. in accordance with a shared template for each family) from others of the web site and to distinguish the desired data from other data for the web page family.
- a gateway server may receive data from a web site and apply signature schema instructions maintained in a repository coupled to the engine.
- Extracted data can be cached to a database coupled to the engine to facilitate querying of the data to enable aggregate results to be presented to a client machine (e.g. a wireless communication device).
- Smart indexes can be generated based upon data stored in the aggregate database to facilitate knowledge based queries as opposed to keyword search queries.
- a method for generating an aggregate website search database index comprising: sending a page request to a web site selected from one or more web sites; receiving the requested web page from the selected web site; retrieving signature schema associated with the selected web site; applying signature schema to the requested web page to extract data identified by the signature schema; creating an index using the signature schema defined for the extracted data for the one or more web sites; and storing extracted data and indexes to an aggregate database comprising data extracted from the one or more web sites wherein the indexes define relationships between data extracted from the requested web page identified by the signature schema.
- a system for generating an aggregate website search database using smart indexes for searching comprising: at least one computing device comprising a processor and a memory coupled thereto, said memory storing instructions and data for configuring the processor to provide a engine to: send a page request to a web site selected from the one or more web sites; receive the requested web page from the selected web site; retrieve signature schema associated with the selected web site; apply signature schema to the requested web page to extract data identified by the signature schema; create an index using the signature schema defined for the extracted data for the one or more web sites; and store extracted data and indexes to an aggregate database comprising data extracted from the one or more web sites wherein the indexes define relationships between data extracted from the requested web page identified by the signature schema.
- a computer program product storing computer readable instructions which when executed by a computer processor configure the processor for: sending a page request to a web site selected from one or more web sites; receiving the requested web page from the selected web site; retrieving signature schema associated with the selected web site; applying signature schema to the requested web page to extract data identified by the signature schema; creating an index using the signature schema defined for the extracted data for the one or more web sites; and storing extracted data and indexes to an aggregate database comprising data extracted from the one or more web sites wherein the indexes define relationships between data extracted from the requested web page identified by the signature schema.
- system 100 comprises one or more client computing devices in the form of client machines 102 A and 102 B (collectively 102 ), a web site (servers 106 , 107 and 109 respectively host web sites 104 , 103 and 105 and a gateway and schema server 120 .
- Machines 102 are respectively coupled to communicate with gateway and schema server 120 to obtain web pages (e.g. 110 ) transcoded from web sites 103 , 104 and 105 and to access aggregate data from the web sites through web server 125 hosting web site 150 .
- web sites 103 , 104 and 105 host web sites which contain data that is to be aggregated into database 126 .
- web site 104 comprises a web server 106 serving web pages (e.g. 110 ) defined from a plurality of web page family templates 108 A- 108 D (collectively 108 ) and web page content (described further herein below) from data store 112 .
- gateway and schema server 120 is coupled to a schema repository 124 from which to obtain a signature schema 122 for a particular web site.
- Signature schema documents (e.g. 122 ) provide instructions and data with which an engine 140 of server 120 can extract data from web pages (e.g.
- Gateway and schema server 120 may also be coupled to a database 126 for retrieving/storing data extracted from web sites in accordance with its operations.
- the database 126 may be a relational database for storing extracted data object and elements and their relationships from web sites in relation to the defined signature schema.
- the stored data can be accessed by a Structured Query Language (SQL) to retrieve desired data from database 126 .
- SQL Structured Query Language
- Signature schemas for respective web sites may be defined (e.g. coded) using a computing device 128 as described herein below.
- a web server 125 is coupled to the aggregate web site database 126 to enable access to the aggregated web site database 126 data by a web site 150 .
- the web server 125 can also provide a data collection engine 152 , or web crawler, for sending requests to web sites 103 , 104 and 105 for desired page and provide content to schema engine 140 for processing.
- Representative client machines 102 include any type of computing or electronic device that can be used to communicate and interact with content available via web sites. Each of the client machines 102 may be operated by a respective user U (not shown). Interaction with a particular user includes presenting information on a client machine (e.g. by rendering on a display screen) as well as receiving input at a client machine (e.g. such as via a keyboard for transmitting to a web site).
- client machine 102 A comprises a mobile electronic device with the combined functionality of a personal digital assistant, cell phone, email paging device, and a web-browser.
- Such a mobile electronic device may comprise a keyboard (or other input device(s)), a display screen, a speaker, (and other output device(s) (e.g. LEDs)) and a chassis for housing such components.
- the chassis may further houses one or more central processing units, volatile memory (e.g. random access memory), persistent memory (e.g. Flash read only memory) and network interfaces to allow client machine 102 A to communicate over the telecommunication network.
- volatile memory e.g. random access memory
- persistent memory e.g. Flash read only memory
- FIG. 2 a schematic block diagram shows an exemplary client machine 102 A in greater detail.
- Client machine 102 A includes one or more input devices which in a present embodiment includes a keyboard and, typically, additional input buttons, collectively 200 , an optional pointing device 202 (e.g. a trackball or trackwheel) and a microphone 204 .
- Other input devices such as a touch screen, and camera lens are also contemplated.
- Processor 208 may be further operatively coupled with a non-volatile storage unit 212 (e.g. read only memory (“ROM”), Erasable Electronic Programmable Read Only Memory (“EEPROM”), or Flash Memory) and a volatile storage unit 216 (e.g. random access memory (“RAM”) speaker 220 , display screen 224 and lights one or more (LEDs 222 ).
- ROM read only memory
- EEPROM Erasable Electronic Programmable Read Only Memory
- RAM random access memory
- Processor 208 may be operatively coupled for network communications via a subsystem 226 .
- Wireless communications are effective via at least one radio (e.g. 228 ) such as for Wi-Fi or cellular wireless communications.
- Client machine 102 A also may be configured for wired communications such as via a USB or other port and for short range wireless communications such as via a Bluetooth® radio (all not shown).
- Non-volatile storage unit 212 persistently maintains a web browser application 86 and, in the present embodiment, a native menu application 82 , each of which can be executed on processor 208 making use of non-volatile storage 216 as appropriate.
- non-volatile storage unit 212 An operating system and various other applications (not shown) are maintained in non-volatile storage unit 212 according to the desired configuration and functioning of client machine 102 A, one specific non-limiting example of which is a contact manager application (also known as an address book, not shown) which stores a list of contacts, addresses and phone numbers of interest to user U and allows user U to view, update, and delete those contacts, as well as providing user U an option to initiate telecommunications (e.g. telephone, email, instant message (IM), short message service (SMS)) directly from that contact manager application.
- telecommunications e.g. telephone, email, instant message (IM), short message service (SMS)
- Native menu application 82 may be configured to provide menu choices to user U according to the particular application (or other context) that is being accessed.
- user U can activate menu application 82 to access one or more menu choices available that are respective to contact manger application 90 .
- menu choices may include options to invoke other applications (e.g. a mapping application to map a contact's address) or communication functions (e.g. call, SMS, IM, email, etc.) on the client machine 102 A for a particular contact.
- Menu application 82 may be associated to a particular input button (e.g. one of buttons 200 ) and invoked to provide a contextual menu comprised of one or more menu choices that are reflective of the context in which the button 200 was selected.
- menu application 82 may be therefore configured to generate one or more different contextual menus that are reflective of the particular context in which the menu application 82 is invoked. For example, in an email application where an email is being composed, invoking menu application 82 would generate a contextual menu that included the options of sending the email, cancelling the email, adding addresses to the email, adding attachments, and the like. The contents for such a contextual menu would also be maintained in non-volatile storage 212 . Other examples of contextual menus will occur to those of ordinary skill in the art.
- FIGS. 9A-9D and 10 A- 10 D respectively illustrate representative web pages rendered on a first browser window and portions of a subset of data from said representative web pages transcoded and rendered on a second browser window in accordance with an embodiment.
- FIG. 9A illustrates a representative home web page 960 A of an e-commerce web site (e.g. 104 ) in a browser window 950 .
- Window 950 is illustrative of a rendering to a large size display device (e.g. desktop monitor).
- Web page 960 A comprises, among other things, a menu portion 952 and a primary content display portion 954 , in the example, showing various advertisements 955 for products.
- FIG. 9A illustrates a representative home web page 960 A of an e-commerce web site (e.g. 104 ) in a browser window 950 .
- Window 950 is illustrative of a rendering to a large size display device (e.g. desktop monitor).
- Web page 960 A comprises,
- FIG. 10A illustrates the menu portion 852 extracted and transcoded and rendered as a web page on a second browser window 1050 .
- Window 1050 is illustrative of a rendering to a small size display device (e.g. of a wireless mobile device).
- menu portion 952 may be transcoded for menu application 82 e.g. for invocation when browsing the site 104 as referenced further herein.
- FIG. 9B illustrates an exemplary product web page 960 B in window 950 showing various product data (collectively 966 ) including image 966 A, price 966 , title 966 C and description 966 D data that is transcoded and shown in window 1050 of FIG. 10B . Also transcoded is the web page hierarchy list 968 showing where the page is on the web site.
- FIG. 9C illustrates an exemplary product list web page 960 C in window 950 showing a list of products (collectively 970 ).
- a subset of the product data such as image 970 A, price 970 B, and title 970 C is transcoded and shown in window 1050 of FIG. 10C .
- FIG. 9D illustrates an exemplary account checkout web page 960 D in window 950 showing a login form 980 for receiving account login and password, which form is transcoded and shown in window 1050 of FIG. 10D .
- checkout pages e.g. for payment or order confirmation, etc.
- search pages product and information pages may be similarly transcoded.
- web servers 106 , 107 or 109 and gateway and schema server 120 can be based on any commonly available server environments or platforms including a module that houses one or more central processing units, volatile memory (e.g. random access memory), persistent memory (e.g. hard disk devices) and network interfaces to allow servers 106 , 107 , 109 and 120 to communicate over the telecommunications network.
- Web servers hosts software applications comprising instructions and data for generating and serving web pages dynamically from the template families 108 and current informational content therefore from data store 112 . Load balancing, security/firewall, billing, account and other applications may also be present as is well-known in the art.
- Gateway and schema server 120 hosts software applications comprising instructions and data for proxying requests and responses between the client machines 102 and web sites 103 , 104 and 105 .
- engine 140 may be implemented in software to apply the signature schemas to web pages from web sites.
- an interpreter that interprets the signature schema document and applies the actions against the web page code (as an ASCII (plain text) document)to extract desired data to produce a result set.
- a renderer may be provided to express the desired data result set (i.e. transcode to a target format such as cHTML (Compact HTML) for a mobile device browser) for transmitting to the client machines also in accordance with the signature schema.
- the web server 125 provides web pages to the requesting client machine through a browser or application on the client for rendering.
- the web data may be directly pushed to client machines 102 A by e-mail or by other push based applications, or the data may be accessed by queries to web site 150 directly.
- the web site 150 may also extract content from the aggregate database 126 and apply a signature schema 122 to the extracted database data, which schema may be configured to transcode the data in accordance with the target client machine 102 A to tailor the output result.
- Machines 102 , schema server 120 and web sites 103 , 104 , 105 and 125 are coupled via a telecommunication network (not shown) typically comprising one or more interconnected networks that may include wired and (at least for machine 102 A) wireless networks.
- a telecommunication network typically comprising one or more interconnected networks that may include wired and (at least for machine 102 A) wireless networks.
- the nature of the network is not particularly limited and is, in general, based on any combination of architectures that will support interactions between client machines 102 and servers 106 and 120 .
- the network includes the Internet as well as appropriate gateways and backhauls.
- a wireless network for client machine 102 A may be based on core mobile network infrastructure (e.g. Global System for Mobile communications (“GSM”); Code Division Multiple Access (“CDMA”), Enhanced Data rates for GSM Evolution (“EDGE”), Evolution Data-Optimized (“EV-DO”), High Speed Downlink Packet Access (“HSPDA”), Universal Mobile Telecommunications System (“UMTS”), etc.) or on wireless local area network (“WLAN”) infrastructures such as the Institute for Electrical and Electronic Engineers (“IEEE”) 802 . 11 Standard (and its variants) or Bluetooth or the like or hybrids thereof.
- GSM Global System for Mobile communications
- CDMA Code Division Multiple Access
- EDGE Enhanced Data rates for GSM Evolution
- EV-DO Evolution Data-Optimized
- HPDA High Speed Downlink Packet Access
- UMTS Universal Mobile Telecommunications System
- IEEE Institute for Electrical and Electronic Engineers
- client machine 102 B may be another type of client machine such as a PC (desktop or laptop) configured to include a full desktop computer or as a “thin-client”. Typically such have larger display monitors/screens than portable machines like 102 A.
- a wired network for system 100 and machine 102 B can be based on a T1, T3 or any other suitable wired connection.
- each of the client machines 102 is configured to interact with content available over the network, including web pages on web site 104 .
- client machines 102 A and 102 B may navigate for content using a browser application (e.g. 86 ).
- browser application 86 may be a mini-browser in the sense that it may be configured to render web pages on the relatively small display 224 of client machine 102 A. Often, during such rendering, those pages are presented in a format that may be different from how those pages are rendered on a traditional desktop browser application (e.g. browser 86 of client machine 102 B).
- Mini-browsers typically attempt to convey substantially the same information as if the web pages had been rendered on a full browser such as Internet Explorer®, Safari® or Firefox® on a traditional desktop or laptop computer like client machine 102 B.
- FIG. 3 is a flowchart illustrating operations/interactions for generating and maintaining an aggregate database from web sites 103 - 105 for populating and updating database 126 .
- the flow chart provides an example of the interaction among the gateway and schema server 120 / 140 , and data collection engine 152 , with web servers 106 , 107 and 109 hosting web sites 103 , 104 and 105 to generate and maintain the aggregate database 126 .
- the data collection engine 152 (DCE), makes a request 302 to the web site's web server (for example web server 106 ) for the specified pages based upon the type of data to be aggregated.
- the web page code(e.g. 110 ) is generated by the server and sent 306 to DCE 152 .
- the web page code received is a text file. It typically does not include objects referenced by the code such as images, video, audio, further web pages, etc. that are typically subsequently retrieved and inserted at the time of rendering a web page by a browser.
- the schema server engine 140 (SSE) (for example, in parallel or without waiting for a response from server 106 ) makes a request 304 to the signature repository 124 for the signature schema document 122 for the web site, which request may use the domain in the URL as an identifier for obtaining the document 122 .
- the schema server engine 140 receives 308 the schema and does not render the web page 110 per se but instead uses the instructions in the signature schema document 122 to extract the desired data from the web page 110 .
- the signature schema 122 is configured to extract data from web page 110 in accordance with the specific desired content characteristics for the database 126 which is based upon the target client machine 102 A, and having knowledge of display 224 capabilities—such as screen size, resolution, and other one or more parameters—useful in determining the way in which the data is to be displayed on the machine 102 A.
- the web page 110 or extracted data is stored 310 in database 126 in a relational database structure, where data related to the defined signature scheme from the web site is stored. Indexes can be created to reference the stored data providing improved query ability.
- the creation indexes can be tailored based upon the signature schema associated with the web site page as the schema extracts objects and attributes with knowledge i.e. knows objects title/name, image, price, description relationships between objects can be developed.
- Client machine 102 A can then make a request 312 to web site 150 on server 125 for a query to the database 126 regarding desired web sites having a specific domain (URL).
- Web site 150 requests 314 relevant data from the database 126 .
- the results are extracted 316 and are sent 318 to the client machine as aggregate results, or as a proxy as if the query was made directly to the source web site, and transcoded in accordance with the schema 122 , to the requesting client machine 102 A processed by the signature schema engine 140 before presentation by web server 125 .
- the data may be pushed to a client machine to a push based application.
- retrieved data 130 may also comprise transcoded navigational data for menu application 82 and informational content data (e.g. a list of products and related information from a web page) for displaying by browser application 86 .
- the process can then be repeated for each identified website such as web sites 103 and 105 .
- Signature schemas are pre-defined documents, and may be eXtensible Markup Language (XML) documents utilizing an SQL-like query language, to incorporate instructions and data with which to intelligently extract the data from web pages (which web pages are typically coded in HTML, DHTML, XHTML, XML, RSS, Javascript, etc). This extracted data may be transcoded and provided to client machines 102 , used to dynamically generate a relational database (e.g. 126 ) or both.
- Each signature schema incorporates an understanding of a particular web site's data including relationships among the various data (e.g. among its primary informational content found in the body of its web pages as well as among such content and associated navigational data (e.g. web page links) that govern the data in the page.
- prior knowledge of the web page code including specific identifiers, tags and text (i.e. strings) used within the code may be used to define instructions to identify portions of the code of interest and to extract specific desired data.
- a signature schema document may be defined for all the pages of a particular web site.
- Large data-driven web sites e.g. 104
- the sites adopt a few page family templates 108 and dynamically populate these with pertinent content from database 112 comprising information (e.g. weather, stock data, news, shopping/product data, patent data, trade-mark data etc.) as applicable when a client requests a particular page.
- Each template represents a family of pages having objects and attributes. Below are representative example page family templates and their objects and attributes for a web site offering news and an e-commerce web site offering products for sale electronically:
- Each family of pages can be identified by a “signature” or unique set of one or more features that automatically identifies a given page on a web site as part of the family and differentiates that family from another family of pages.
- each object and attribute field of interest can be identified with its respective unique signature within a family of pages.
- a signature schema document typically comprise numerous pieces of information (commands), for example, information that instructs the engine 140 for:
- a signature schema document may also be configured to enable special functionality for the target web site including searching, logging in a user, purchasing items, etc.
- Engine 140 may be configured to receive web page code comprising text data and search through the text in accordance with the schema document instructions that provide SQL-query like language instructions. Engine 140 maintains a pointer within the text as it moves through the web page code performing various actions, as described below, in accordance with the schema instructions.
- Table 1 illustrates a snippet of a representative signature schema:
- instructions at line 4 are for verifying that the web page under consideration and the signature schema relate to the same web site/domain—eshop.ca.
- Instructions at lines 9-15 are for determining the particular page family to which the web page under consideration belongs. A respective signature that defines the particular page family has been previously identified for use to distinguish the page.
- the instructions identify a web page using the alternative signatures “Compare products” or “Sort Products”. Web pages with these strings are of the same family type.
- the instructions at line 10 provide a reference tag to further instructions for this family, providing a link to instructions for the list_elements page family with and ID of mylist — 1 (see lines 16-17).
- the other lookup instructions provide references to the specific instructions within the signature schema document for handling a web page of each web page family. Representative instructions for some of the web page families are provided in Table 1, for example, at lines 16-17 and 18-29 with others omitted for brevity.
- the instruction at line 20 advances the scan pointer within the text file of the web page code to a beginning limit of a region of interest indicated by a signature reference. This establishes an upper limit for review within the text file. Though not shown in this table, an end limit may be defined as well (See Table 4). Further such instructions at lines 22-28 may comprise commands to locate desired data using “signatures” such as string identifiers that uniquely identify the data within the region of interest. In the present example the instructions locate and extract one or more elements, namely, product image, title, price, sale price and description for a product of the item web page family.
- the string returned is the path (relative URL at web site eshop.ca) to the product image.
- Table 1 shows at least some of the instructions (e.g. lines 23-27) including one or more directional references relative to the signatures to locate and extract the desired data.
- such instructions may further include at least one of a start reference or an end reference further pinpointing the location of the desired data in accordance with that direction. Additional directional reference information is discussed herein with reference to code snippets in other Tables and the discussion of an embodiment of signature transcoding engine syntax presented below.
- signature schema documents may further capture relevant attributes of an object across pages.
- a user of client machine 102 A may click through a number of web pages in eshop.ca to get to a specific product page (e.g. Department ⁇ Product Category ⁇ Product Sub-Category ⁇ Specific Product, such as TV & Video>19′′-21′′ TVs>LCD TVs>BrandX Product.
- the navigational hierarchy representing a categorization may be captured and associated to the extracted objects and there elements.
- Tables 2-4 provide representative instructions for further web page families for e-shop.ca that may be read with Table 1.
- Table 2 below provides representative instructions, e.g. for lines 16 and 17 of Table 1, including instructions for a web page family related to a list of items/products for sale. Whereas instructions at lines 22-28 provided product data extraction instructions for a web page family showing a single item (i.e. product), the instructions of Table 2 provide additional instructions that repeat product data extractions for each product in the list.
- the engine 140 determines the location in the signature schema document that contains the signature for the objects and elements of that family and applies the instructions therefor.
- a product list at e-shop.ca may span multiple web pages. Instructions at lines 2-6 of Table 2 find the number of pages and generate the links for each of the pages. Instructions at lines 7-9 (action tag) advance the search scan pointer to the region of web page code that may be of interest (i.e. in this case, the start of the list). In this way, a local signature reference can be used and any earlier ambiguous references skipped. Skipping to the local region of interest may also make the specification of the signature reference less complicated.
- instructions at lines 10-16 (elements tag) of Table 2 provide product data extraction instructions that may be repeated for each product in the list.
- the instruction at line 15 moves the scan pointer to the end of the object (in this example a product in a list of products) to ready the instructions for application against the next object (product) in the list.
- the engine 140 If the engine 140 has identified that it is looking for a menu on a page that contains the menu style of the “mymenu — 1“family, the engine applies the portion of the signature schema document that contains the signature for the objects and elements of that family, shown above in Table 4.
- Signature schema document 122 may further comprise transcoding instructions (not shown) for use by engine 140 to express the extracted desired data (which may be retrieved from database 126 ) in a target format (e.g. a format of HTML, XML, script etc.) for use by the requesting client machine 102 .
- the transcoding instructions may define a web page for displaying the extracted data in browser application 86 that is suitable for display on the client machine 102 .
- the formatting rules can be system and/or user defined and can include one or more parameters such as but not limited to: object positioning, object colour, object size, object shape, object font/image characteristics, background style, and navigational item display (e.g. in a menu as described above) or for display with the content in the generated page on the client screen.
- Browser application 86 (e.g. of machine 102 A) may be configured for using a markup language (e.g. cHTML) or other code format that is not identical to the code provided by web page 110 .
- transcoding instructions may be defined to express the extracted desired data in XML or another code format such as for use by a different client application or plug-in to a client application such as menu application 82 or another application (not shown) on client machine 102 .
- Signature schema documents may be prepared (i.e. coded) using a computing device such as computing device 128 .
- Computing device 128 may be any suitable desktop or laptop device capable of coding documents (which may be but need not be XML-type documents) and may be configured to automate or semi-automate coding of such documents.
- Computing device 128 may be coupled to web site 104 to retrieve web pages from the site for reviewing to prepare the custom signature schema document for the site.
- Computing device 128 may be configured to automatically review the web page code and apply heuristics or other techniques (e.g. spatial analysis) to determine probable content of interest (i.e. desired data) and generate code to extract the desired data. For example, primary content of interest tends to be located toward the centre of the web page.
- the computing device may facilitate a user coding signature schema to manually assist with the analysis of the web page and identification of desired data and the generation of the instructions.
- Computing device 128 may be further coupled to repository 124 to provide (e.g. up-load or publish) coded signature schema documents for use by server 120 .
- the lookup tag instructs the engine 140 to perform an insert, delete or query the document contents.
- Type Defines the data type of the lookup. Type may be “pex” for a string expression. Type may also support more advanced options such as regular expressions, API calls, and SQL queries.
- Action “replace_string”: Replace a string within the data with the “ref” identifier.
- Action “move_ptr”: Remove all characters in the data that exist before the location of the “ref” identifier.
- Action “end_ptr”: Remove all characters in the data that exist after the location of the “ref” identifier.
- Action “get_string” Extract a string based on the location of the “ref”, “start”, and “end” identifiers.
- ID is an identifier of another section within the signature. It allows the result of a query to trigger another set of actions within the signature. This is primarily used when identifying page types. Once a match has been made, specific instructions are executed that are marked with this ID. Recursive data structures (e.g. lists within lists) may also be supported.
- Location “middle”: Search the data in two directions, starting from the “ref” identifier. This implies that the “ref” identifier index is greater than the “start” identifier index and less than the “end” identifier index.
- Max_Index_Use_Ref is a Boolean value set to 0 or 1. It is used with Max_index. When set to 0, the “max_index” will begin querying at the beginning of the data. When set to 1, the “max_index” will begin querying from the “ref” identifier index.
- Gbl_append_[identifier] Gbl_append appends a string passed via the url to the identifiers query value
- Tolerance is a Boolean value set to 0 or 1. It is used to return an empty string. By default tolerance is set to 0 which enforces that a property be found on a page, otherwise the page will be marked as “invalid” and an appropriate error message returned. When set to one, an empty value is returned for properties that can not be located.
- Include_sz is a Boolean value set to 0 or 1 and used with get string. It is by default set to 0. When set to 1 it includes the “start” value and the “end” value as part of the result.
- Include_start is a Boolean value set to 0 or 1 and used with get_string. It is by default set to 0. When set to 1 it includes the “start” value as part of the result.
- Include_end is a Boolean value set to 0 or 1 and used with get_string. It is by default set to 0. When set to 1 it includes the “end” value as part of the result.
- Strip_tags “1”: remove all tags.
- Strip_tags “2”: remove all br and script tags.
- Strip_tags “3”: remove all tags except replace ⁇ /p> ⁇ /li> with ⁇ br>.
- Strip_tags “4”: remove all tags except replace ⁇ /div> ⁇ br> with ⁇ br>.
- Strip_tags “tag1,tag2 . . . tagN”:remove all tag1, tag2, . . . tagN leaving any tag not listed.
- the page syntax extracts the paging information from the data. This allows the end user the ability to change pages just as on the desktop.
- Page_variable Defines unique key that defines a family's paging feature.
- Page_start Defines value of first page in a family's paging feature.
- Page_post Path where paging variable(s) must be transmitted to.
- Page_start Defines value of first page in a family's paging feature.
- Page_increment Defines value that paging increases by for each page in a family's paging feature.
- Page_block Defines unique key that defines a family's paging block feature.
- Page_block_size Defines the size of the family's page block. (i.e. 10 items per page)
- Url_append Append the unique key that defines a family's paging feature and the page number.
- Search_path Search path where search variable must be transmitted to
- Search_variable Name of search variable which a website's search feature is looking to read, request, post, etc.
- Url_replace Remove a portion of the url that is specific to posting search parameters
- Name is the name to display when browsing using the gateway 120
- Location defines the fully qualified address of the site.
- Key is the site.
- the advanced tag defines global properties for the site. This at a minimum includes the path to the initial page of the site.
- Index_link specifies the path to the initial page of the site. This is usually the same page as the location property from the URL syntax. This field is always required.
- Append_link Appends a string value to every URL requested for this site.
- No_purchase is a Boolean value 0 or 1. The default value is 0 which implies that an item should contain a purchase link. When true, the purchase link is removed.
- No_item is a Boolean value 0 or 1. The default value is 0 which implies that Item pages should show up in the breadcrumb. When true, the item is not added to the breadcrumb.
- Check_out is a Boolean value 0 or 1. The default value is 0 which implies that Item purchase link sends the request and control away from the gateway server 120 . When true, then a checkout process has been created for use with gateway server 120 .
- Producing_width defines the width of all item images.
- Use_cookies Use_cookies a Boolean value 0 or 1. By default it is set to 0, and cookies are not passed to the site. When true, gateway 120 passes all cookies from client machine 102 to the site 104 , and from the site 104 to the client machine.
- the page type is a collection of lookup queries that have an id associated with them.
- Lookup queries may be processed in a top down fashion.
- the first successful lookup will trigger another section in the signature schema document. For example, if the following evaluates to true:
- Elements include list_elements, menu_elements, item_elements, search_elements, form_elements.
- Each element has an ID. For example a menu element:
- the element may contain the following sub containers (settings, actions, elements, paging) which scope resides only within the element.
- Each element is associated with a specific rendering function.
- Settings syntax varies based on the type of element it resides in. Settings allow customizations that only apply to a specific page family.
- Black_list removes menu items with names that reside in the black list. Each entry is separated delimited (e.g. using two pound characters
- Pass_image list_elements, search_elements: Pass_image adds the image path to the url when requesting an item. The image added to the url will be used as the item image.
- Handle “display”—display the form to the end user.
- Cookie Send additional cookies when posting this form.
- the actions tag primary function is data manipulation. It contains lookup queries that modify data with actions of “move_ptr” or “end_ptr”.
- System 100 may be implemented so that one or more web sites 103 , 104 and 105 are coupled via to the telecommunication network (either alone by a server 106 or by one or more web servers like web-server 106 ), and that a corresponding plurality of schemas for each of those web sites (or each of the web pages therein, or both) can be maintained by gateway and schema server 120 and repository 124 .
- Client machines 102 can be configured for proxied connections through different servers 120 and for accessing aggregated web site data from database 126 .
- servers 120 and web server 125 can be hosted by a variety of different parties, including, for example but without limitation: a manufacturer of client machine 102 , a service provider that provides access to the telecommunication network on behalf of user U of a client machine 102 ; the entity that hosts web-site 104 or a third party intermediary. In web site host example it can even be desired to simply combine the web server 106 and schema server engine 120 on a single server to thereby obviate the need for separate servers. Alternatively the functionality of server 120 and web server 125 may be locally resident on the client machine providing.
- FIG. 4 is a schematic representation of a aggregate website search database 126 .
- the database 126 contains one or more tables for storing aggregate web page data extracted from target web sites.
- the database may be a relational database enabling structured database queries.
- the database 126 may contain tables defining a web site identification and category index 402 and category data 404 containing specific item details, as will be discussed in connection with FIG. 5 .
- the category data 404 may be further broken down into product data 406 table if further data is required.
- Indexes 408 can be created to reference aggregate web site data to improve query responsiveness and results.
- Metadata 410 associated with the original web pages may be stored such as images, web page formatting or navigation data. In other web site applications such as news, weather, stock data, patent data, trade-mark data etc., the appropriate tables would be configured to store the extracted data based upon the signature scheme.
- FIG. 5 is a schematic representation of tables in an aggregate website search database for e-commerce.
- the extracted data from selected e-commerce websites can be formatted into category index 402 which identifies 502 the website where the data was extracted from and the category 504 of interest.
- an individual category 404 table can be created for each category in the category index 402 .
- the category table contains location identifiers 510 for each product retrieved from the web site based upon the defined signature schema and populated at step 310 during the retrieval of data from the web site (or domain).
- the vendor 512 , title 514 of the product, price 516 and description 518 extracted can then be stored.
- the database then provides a means for querying the aggregate data from the web site to present meaningful information to the client machine 102 A. By storing the aggregate data queries can be created to meet desired requirements and transcoded for presentation on the client machine 102 A.
- FIG. 6 is a schematic representation of a index table 408 .
- the table may be configured by a database management system (DBMS) based upon common queries generated to the aggregate database.
- DBMS database management system
- the indexes enable improved queries by cross-indexing data contained in extracted web page data tables 402 , 404 and 406 .
- an index may be define by categories 610 against suppliers 612 .
- laptops from Vendor A is available at three suppliers.
- a query to the database 126 can then be generated by engine 140 to determine which vendor has the lowest price.
- Additional indexes may be defined such as a geographic index to identify locations of products or vendors.
- the index may be more specific such as defining sub categories of products or versions.
- FIG. 7 illustrates a method of creating the aggregate website search database smart indexes for searching.
- the web sites 103 , 104 and 105 that are to be indexed are identified, and page request(s) 702 from data collection engine 152 (also known as a bot or web crawler) hosted on web server 125 .
- the data collection engine 150 is a web crawler to independently collect data from target web sites for storage in aggregate database 126 .
- the data collection engine 150 may be included in the engine 140 of gateway 120 .
- the web site data may be retrieved or indexing periodically by data collection engine 152 which may be triggered manually, scheduled or on-going.
- the signature schema for the web site is retrieved 704 from repository 124 by engine 140 .
- the schema is applied 706 to the received web site data to extract relevant data from the web page content.
- An index can then be generated 708 based upon the defined signature schema structure to index the stored data more efficiently.
- an intelligent and indexed database 126 can be defined.
- the extracted data and the generated index is stored 710 to the aggregate database 126 in the appropriate tables.
- the process is repeated for each relevant web site to generate the aggregate web site search database.
- the data collection engine 150 can then periodically access web sites 103 , 104 , 105 to ensure stored data and indexes are accurate and up to date.
- the generated indexes provide a mechanism to search websites for specific content, as opposed to keywords based searches.
- the indexes are generated based upon data extracted from the target web sites, in contrast, traditional solutions require data to be submitted to enable searches.
- FIG. 8 illustrates a method of querying the aggregate website search database utilizing smart indexes for searching.
- a search is generated by a user via an interface on client machine 102 A and received 802 at gateway 120 .
- the search can be based on any parameters defined in the database that and extracted by the signature scheme as opposed to keyword only queries. Knowledge based queries can be generated providing more relevant search results using the aggregate database content.
- Engine 140 processes the query and determines 804 the appropriate database index 408 .
- a relevant database query such as SQL (Structured Query Language) using an associated index 408 is generated 806 .
- the query is executed against the database data and retrieved 808 from the database.
- the appropriate web data can then be provided 810 to the client machine 102 A.
- the retrieved data can be transcoded using a signature schema (which may be relevant to the original web page content) to accommodate client machine 102 A characteristics. For example as shown in FIG. 7C .
Abstract
Description
- This application claims the benefit of the prior filing of U.S. Provisional Patent Application Ser. No. 60/924503 filed May 17, 2007, the disclosure of which is incorporated herein by reference.
- A portion of the disclosure of this patent document contains material which is subject to copyright protection. The copyright owner has no objection to the facsimile reproduction by anyone of the patent document or patent disclosure, as it appears in the Patent and Trademark Office patent file or records, but otherwise reserves all copyright rights.
- The present application relates generally to telecommunications and more particularly to a system and method for generating an aggregate website search database using smart indexes for searching.
- Web sites host and provide information using web pages that are communicated electronically via a telecommunications network. Accessing this information by some client computing devices can be challenging. Computing devices are becoming smaller and increasingly utilize wireless connectivity. Examples of such computing devices include portable computing devices that include wireless network browsing capability as well as telephony and personal information management capabilities.
-
FIG. 1 is schematic representation of a system for content navigation. -
FIG. 2 is a schematic representation of a wireless communication device fromFIG. 1 . -
FIG. 3 illustrates a flow of interactions among components of the system ofFIG. 1 . -
FIG. 4 is a schematic representation of an aggregate website search database for e-commerce. -
FIG. 5 is a schematic representation of tables in an aggregate website search database for e-commerce. -
FIG. 6 is a schematic representation of an aggregate website search database index. -
FIG. 7 illustrates a method of creating the aggregate website search database index. -
FIG. 8 illustrates a method of querying the aggregate website search database index. -
FIGS. 9A-9D and 10A-10D respectively illustrate representative web pages rendered on a first browser window and portions of said representative web pages transcoded and rendered on a second browser window in accordance with an embodiment. - The smaller size of such client devices necessarily limits their display capabilities. Furthermore the wireless connections to such devices typically have less or more expensive bandwidth than corresponding wired connections. The Wireless Application Protocol (“WAP”) was designed to address such issues, but WAP can still provide a very unsatisfactory experience or even completely ineffective experience, particularly where the small client device needs to effect a connection with web sites that host web pages that are directed to traditional full desktop browsers. In addition, the ability to access data from multiple websites concurrently and extract relevant data in meaningful ways can be difficult and time consuming.
- Signature schema documents, may be pre-defined using a query language to provide instructions for application by an engine to extract data from web pages of respective web sites for storage to an aggregate database. For a particular web page, signature schema instructions identify a web page family for the web page and extract desired data from the web page in accordance with its web page family. The instructions use signatures previously identified within web pages of the same family to distinguish the web page family (e.g. in accordance with a shared template for each family) from others of the web site and to distinguish the desired data from other data for the web page family. A gateway server may receive data from a web site and apply signature schema instructions maintained in a repository coupled to the engine. Extracted data can be cached to a database coupled to the engine to facilitate querying of the data to enable aggregate results to be presented to a client machine (e.g. a wireless communication device). Smart indexes can be generated based upon data stored in the aggregate database to facilitate knowledge based queries as opposed to keyword search queries.
- In accordance with the present disclosure there is provided a method for generating an aggregate website search database index, the method comprising: sending a page request to a web site selected from one or more web sites; receiving the requested web page from the selected web site; retrieving signature schema associated with the selected web site; applying signature schema to the requested web page to extract data identified by the signature schema; creating an index using the signature schema defined for the extracted data for the one or more web sites; and storing extracted data and indexes to an aggregate database comprising data extracted from the one or more web sites wherein the indexes define relationships between data extracted from the requested web page identified by the signature schema.
- In accordance with the present disclosure there is provided a system for generating an aggregate website search database using smart indexes for searching, the system comprising: at least one computing device comprising a processor and a memory coupled thereto, said memory storing instructions and data for configuring the processor to provide a engine to: send a page request to a web site selected from the one or more web sites; receive the requested web page from the selected web site; retrieve signature schema associated with the selected web site; apply signature schema to the requested web page to extract data identified by the signature schema; create an index using the signature schema defined for the extracted data for the one or more web sites; and store extracted data and indexes to an aggregate database comprising data extracted from the one or more web sites wherein the indexes define relationships between data extracted from the requested web page identified by the signature schema.
- In accordance with the present disclosure there is provided a computer program product storing computer readable instructions which when executed by a computer processor configure the processor for: sending a page request to a web site selected from one or more web sites; receiving the requested web page from the selected web site; retrieving signature schema associated with the selected web site; applying signature schema to the requested web page to extract data identified by the signature schema; creating an index using the signature schema defined for the extracted data for the one or more web sites; and storing extracted data and indexes to an aggregate database comprising data extracted from the one or more web sites wherein the indexes define relationships between data extracted from the requested web page identified by the signature schema.
- In accordance with the present disclosure there is provided a method for generating an aggregate website search database index, the method comprising: sending a page request to a web sites selected from the one or more web sites; receiving the requested web page from the web site; retrieving signature schema associated with the selected web site; applying signature schema to the requested web page to extract data identified by the signature schema; creating an index using the signature schema defined for the extracted data for the one or more web sites; storing extracted data and indexes to an aggregate database comprising data extracted from the one or more web sites wherein the indexes define relationships between data extracted from the requested web page identified by the signature schema and wherein the signature schema comprise eXtensible Markup Language (XML) documents comprising query language for extracting data from the selected web page; receiving a search query from a client machine for data stored in the aggregate database; determining a database index associated with one or more parameters of the search query; generating a database query based upon the received search query using the determined index; retrieving data from the aggregate database based on the database query; and providing the retrieved data to the client machine. The client machine may be a wireless device with the aggregate database and indexes resident on the device.
- Referring now to
FIG. 1 , there is illustrated asystem 100 for content navigation via a telecommunications network. In apresent embodiment system 100 comprises one or more client computing devices in the form ofclient machines servers web sites schema server 120.Machines 102 are respectively coupled to communicate with gateway andschema server 120 to obtain web pages (e.g. 110) transcoded fromweb sites web server 125hosting web site 150. - In the present embodiment,
web sites database 126. For example,web site 104 comprises aweb server 106 serving web pages (e.g. 110) defined from a plurality of webpage family templates 108A-108D (collectively 108) and web page content (described further herein below) fromdata store 112. In the present embodiment ofsystem 100, gateway andschema server 120 is coupled to aschema repository 124 from which to obtain asignature schema 122 for a particular web site. Signature schema documents (e.g.122) provide instructions and data with which anengine 140 ofserver 120 can extract data from web pages (e.g. 110) and transcode same to a target format to provide transcoded web page data (e.g. 130 and 132) to the respective requestingclient machines schema server 120 may also be coupled to adatabase 126 for retrieving/storing data extracted from web sites in accordance with its operations. Thedatabase 126 may be a relational database for storing extracted data object and elements and their relationships from web sites in relation to the defined signature schema. The stored data can be accessed by a Structured Query Language (SQL) to retrieve desired data fromdatabase 126. Signature schemas for respective web sites may be defined (e.g. coded) using acomputing device 128 as described herein below. Aweb server 125 is coupled to the aggregateweb site database 126 to enable access to the aggregatedweb site database 126 data by aweb site 150. Theweb server 125 can also provide adata collection engine 152, or web crawler, for sending requests toweb sites schema engine 140 for processing. -
Representative client machines 102 include any type of computing or electronic device that can be used to communicate and interact with content available via web sites. Each of theclient machines 102 may be operated by a respective user U (not shown). Interaction with a particular user includes presenting information on a client machine (e.g. by rendering on a display screen) as well as receiving input at a client machine (e.g. such as via a keyboard for transmitting to a web site). In the present embodiment,client machine 102A comprises a mobile electronic device with the combined functionality of a personal digital assistant, cell phone, email paging device, and a web-browser. Such a mobile electronic device may comprise a keyboard (or other input device(s)), a display screen, a speaker, (and other output device(s) (e.g. LEDs)) and a chassis for housing such components. The chassis may further houses one or more central processing units, volatile memory (e.g. random access memory), persistent memory (e.g. Flash read only memory) and network interfaces to allowclient machine 102A to communicate over the telecommunication network. - Referring now to
FIG. 2 , a schematic block diagram shows anexemplary client machine 102A in greater detail. It should be emphasized that the structure inFIG. 2 is purely exemplary, and contemplates a device that may be used for both wireless voice (e.g. telephony) and wireless data (e.g. email, web browsing, text) communications.Client machine 102A includes one or more input devices which in a present embodiment includes a keyboard and, typically, additional input buttons, collectively 200, an optional pointing device 202 (e.g. a trackball or trackwheel) and amicrophone 204. Other input devices, such as a touch screen, and camera lens are also contemplated. Input from keyboard/buttons 200, pointingdevice 202 andmicrophone 204 may be received at aprocessor 208.Processor 208 may be further operatively coupled with a non-volatile storage unit 212 (e.g. read only memory (“ROM”), Erasable Electronic Programmable Read Only Memory (“EEPROM”), or Flash Memory) and a volatile storage unit 216 (e.g. random access memory (“RAM”)speaker 220,display screen 224 and lights one or more (LEDs 222).Processor 208 may be operatively coupled for network communications via asubsystem 226. Wireless communications are effective via at least one radio (e.g. 228) such as for Wi-Fi or cellular wireless communications.Client machine 102A also may be configured for wired communications such as via a USB or other port and for short range wireless communications such as via a Bluetooth® radio (all not shown). - Programming instructions that implement the functional teachings of
client machine 102A as described herein are typically maintained, persistently, innon-volatile storage unit 212 and used byprocessor 208 which makes appropriate utilization ofvolatile storage 216 during the execution of such programming instructions. Of particular note is thatnon-volatile storage unit 212 persistently maintains aweb browser application 86 and, in the present embodiment, anative menu application 82, each of which can be executed onprocessor 208 making use ofnon-volatile storage 216 as appropriate. An operating system and various other applications (not shown) are maintained innon-volatile storage unit 212 according to the desired configuration and functioning ofclient machine 102A, one specific non-limiting example of which is a contact manager application (also known as an address book, not shown) which stores a list of contacts, addresses and phone numbers of interest to user U and allows user U to view, update, and delete those contacts, as well as providing user U an option to initiate telecommunications (e.g. telephone, email, instant message (IM), short message service (SMS)) directly from that contact manager application. -
Native menu application 82 may be configured to provide menu choices to user U according to the particular application (or other context) that is being accessed. By way of example, while user U is activating the contact manager application, user U can activatemenu application 82 to access one or more menu choices available that are respective to contact manger application 90. For example, menu choices may include options to invoke other applications (e.g. a mapping application to map a contact's address) or communication functions (e.g. call, SMS, IM, email, etc.) on theclient machine 102A for a particular contact.Menu application 82 may be associated to a particular input button (e.g. one of buttons 200) and invoked to provide a contextual menu comprised of one or more menu choices that are reflective of the context in which thebutton 200 was selected. Note that the options in a contextual menu are stored withinnon-volatile storage 212 as being specifically associated with a respective application.Menu application 82 may be therefore configured to generate one or more different contextual menus that are reflective of the particular context in which themenu application 82 is invoked. For example, in an email application where an email is being composed, invokingmenu application 82 would generate a contextual menu that included the options of sending the email, cancelling the email, adding addresses to the email, adding attachments, and the like. The contents for such a contextual menu would also be maintained innon-volatile storage 212. Other examples of contextual menus will occur to those of ordinary skill in the art. -
FIGS. 9A-9D and 10A-10D respectively illustrate representative web pages rendered on a first browser window and portions of a subset of data from said representative web pages transcoded and rendered on a second browser window in accordance with an embodiment.FIG. 9A illustrates a representativehome web page 960A of an e-commerce web site (e.g. 104) in abrowser window 950.Window 950 is illustrative of a rendering to a large size display device (e.g. desktop monitor).Web page 960A comprises, among other things, amenu portion 952 and a primarycontent display portion 954, in the example, showingvarious advertisements 955 for products.FIG. 10A illustrates the menu portion 852 extracted and transcoded and rendered as a web page on asecond browser window 1050.Window 1050 is illustrative of a rendering to a small size display device (e.g. of a wireless mobile device). In addition to transcoding as a web page,menu portion 952 may be transcoded formenu application 82 e.g. for invocation when browsing thesite 104 as referenced further herein. -
FIG. 9B illustrates an exemplaryproduct web page 960B inwindow 950 showing various product data (collectively 966) includingimage 966A, price 966,title 966C anddescription 966D data that is transcoded and shown inwindow 1050 ofFIG. 10B . Also transcoded is the webpage hierarchy list 968 showing where the page is on the web site. -
FIG. 9C illustrates an exemplary productlist web page 960C inwindow 950 showing a list of products (collectively 970). A subset of the product data such asimage 970A,price 970B, andtitle 970C is transcoded and shown inwindow 1050 ofFIG. 10C . Note thatmultiple pages 972 may be provided for thelist 970. -
FIG. 9D illustrates an exemplary account checkout web page 960D inwindow 950 showing alogin form 980 for receiving account login and password, which form is transcoded and shown inwindow 1050 ofFIG. 10D . Though not shown, other checkout pages (e.g. for payment or order confirmation, etc.), search pages, product and information pages may be similarly transcoded. - Returning now to
FIG. 1 ,web servers servers template families 108 and current informational content therefore fromdata store 112. Load balancing, security/firewall, billing, account and other applications may also be present as is well-known in the art. - Gateway and
schema server 120 hosts software applications comprising instructions and data for proxying requests and responses between theclient machines 102 andweb sites engine 140 may be implemented in software to apply the signature schemas to web pages from web sites. There may be provided an interpreter that interprets the signature schema document and applies the actions against the web page code (as an ASCII (plain text) document)to extract desired data to produce a result set. A renderer may be provided to express the desired data result set (i.e. transcode to a target format such as cHTML (Compact HTML) for a mobile device browser) for transmitting to the client machines also in accordance with the signature schema. - The
web server 125 provides web pages to the requesting client machine through a browser or application on the client for rendering. The web data may be directly pushed toclient machines 102A by e-mail or by other push based applications, or the data may be accessed by queries toweb site 150 directly. Theweb site 150 may also extract content from theaggregate database 126 and apply asignature schema 122 to the extracted database data, which schema may be configured to transcode the data in accordance with thetarget client machine 102A to tailor the output result. -
Machines 102,schema server 120 andweb sites machine 102A) wireless networks. It should now be understood that the nature of the network is not particularly limited and is, in general, based on any combination of architectures that will support interactions betweenclient machines 102 andservers - More specifically, in the present embodiment, a wireless network for
client machine 102A may be based on core mobile network infrastructure (e.g. Global System for Mobile communications (“GSM”); Code Division Multiple Access (“CDMA”), Enhanced Data rates for GSM Evolution (“EDGE”), Evolution Data-Optimized (“EV-DO”), High Speed Downlink Packet Access (“HSPDA”), Universal Mobile Telecommunications System (“UMTS”), etc.) or on wireless local area network (“WLAN”) infrastructures such as the Institute for Electrical and Electronic Engineers (“IEEE”) 802.11 Standard (and its variants) or Bluetooth or the like or hybrids thereof. In the present embodiment ofsystem 100 it is contemplated thatclient machine 102B may be another type of client machine such as a PC (desktop or laptop) configured to include a full desktop computer or as a “thin-client”. Typically such have larger display monitors/screens than portable machines like 102A. A wired network forsystem 100 andmachine 102B can be based on a T1, T3 or any other suitable wired connection. - As previously stated in relation to
FIGS. 1 and 2 , each of theclient machines 102 is configured to interact with content available over the network, including web pages onweb site 104. In a present embodiment,client machines client machine 102A,browser application 86 may be a mini-browser in the sense that it may be configured to render web pages on the relativelysmall display 224 ofclient machine 102A. Often, during such rendering, those pages are presented in a format that may be different from how those pages are rendered on a traditional desktop browser application (e.g.browser 86 ofclient machine 102B). Mini-browsers typically attempt to convey substantially the same information as if the web pages had been rendered on a full browser such as Internet Explorer®, Safari® or Firefox® on a traditional desktop or laptop computer likeclient machine 102B. -
FIG. 3 is a flowchart illustrating operations/interactions for generating and maintaining an aggregate database from web sites 103-105 for populating and updatingdatabase 126. The flow chart provides an example of the interaction among the gateway andschema server 120/140, anddata collection engine 152, withweb servers web sites aggregate database 126. The data collection engine 152 (DCE), makes arequest 302 to the web site's web server (for example web server 106) for the specified pages based upon the type of data to be aggregated. The web page code(e.g. 110) is generated by the server and sent 306 toDCE 152. The web page code received is a text file. It typically does not include objects referenced by the code such as images, video, audio, further web pages, etc. that are typically subsequently retrieved and inserted at the time of rendering a web page by a browser. The schema server engine 140 (SSE) (for example, in parallel or without waiting for a response from server 106) makes arequest 304 to thesignature repository 124 for thesignature schema document 122 for the web site, which request may use the domain in the URL as an identifier for obtaining thedocument 122. Theschema server engine 140 receives 308 the schema and does not render theweb page 110 per se but instead uses the instructions in thesignature schema document 122 to extract the desired data from theweb page 110. Thesignature schema 122 is configured to extract data fromweb page 110 in accordance with the specific desired content characteristics for thedatabase 126 which is based upon thetarget client machine 102A, and having knowledge ofdisplay 224 capabilities—such as screen size, resolution, and other one or more parameters—useful in determining the way in which the data is to be displayed on themachine 102A. Theweb page 110 or extracted data is stored 310 indatabase 126 in a relational database structure, where data related to the defined signature scheme from the web site is stored. Indexes can be created to reference the stored data providing improved query ability. The creation indexes can be tailored based upon the signature schema associated with the web site page as the schema extracts objects and attributes with knowledge i.e. knows objects title/name, image, price, description relationships between objects can be developed. -
Client machine 102A can then make arequest 312 toweb site 150 onserver 125 for a query to thedatabase 126 regarding desired web sites having a specific domain (URL).Web site 150requests 314 relevant data from thedatabase 126. The results are extracted 316 and are sent 318 to the client machine as aggregate results, or as a proxy as if the query was made directly to the source web site, and transcoded in accordance with theschema 122, to the requestingclient machine 102A processed by thesignature schema engine 140 before presentation byweb server 125. Alternatively, the data may be pushed to a client machine to a push based application. As noted above, retrieveddata 130 may also comprise transcoded navigational data formenu application 82 and informational content data (e.g. a list of products and related information from a web page) for displaying bybrowser application 86. The process can then be repeated for each identified website such asweb sites - Signature schemas are pre-defined documents, and may be eXtensible Markup Language (XML) documents utilizing an SQL-like query language, to incorporate instructions and data with which to intelligently extract the data from web pages (which web pages are typically coded in HTML, DHTML, XHTML, XML, RSS, Javascript, etc). This extracted data may be transcoded and provided to
client machines 102, used to dynamically generate a relational database (e.g. 126) or both. Each signature schema incorporates an understanding of a particular web site's data including relationships among the various data (e.g. among its primary informational content found in the body of its web pages as well as among such content and associated navigational data (e.g. web page links) that govern the data in the page. As described further herein below, prior knowledge of the web page code including specific identifiers, tags and text (i.e. strings) used within the code (sometimes referred to as “signatures” herein), may be used to define instructions to identify portions of the code of interest and to extract specific desired data. - A signature schema document may be defined for all the pages of a particular web site. Large data-driven web sites (e.g. 104) don't maintain thousands of individual web pages per se. The sites adopt a few
page family templates 108 and dynamically populate these with pertinent content fromdatabase 112 comprising information (e.g. weather, stock data, news, shopping/product data, patent data, trade-mark data etc.) as applicable when a client requests a particular page. Each template represents a family of pages having objects and attributes. Below are representative example page family templates and their objects and attributes for a web site offering news and an e-commerce web site offering products for sale electronically: -
- Family: List Page
- Objects: lists a selection of news stories
- Attributes: Title, abstract and date
- Family: Detail page
- Objects: lists a single news story (and optionally other related stories)
- Attributes: Journalist, City, Date, Title, Full Story, Image
-
- Family: List Page
- Objects: lists a selection of products
- Attributes: Image, Item Name, Price, Sale Price
- Family: Search Page (a specific kind of list page)
- Objects: Similar to a list page
- Attributes: Similar to a list page
- Each family of pages (the family template) can be identified by a “signature” or unique set of one or more features that automatically identifies a given page on a web site as part of the family and differentiates that family from another family of pages. Similarly each object and attribute field of interest can be identified with its respective unique signature within a family of pages. A signature schema document typically comprise numerous pieces of information (commands), for example, information that instructs the
engine 140 for: -
- identifying all page families;
- identifying and extracting data (i.e. desired objects and attributes) for each page family;
- capturing the (implicit or explicit) relationships between the objects and attributes; and
- transcoding the data.
- A signature schema document may also be configured to enable special functionality for the target web site including searching, logging in a user, purchasing items, etc.
- In accordance with a present embodiment, the structure and syntax of a representative signature schema document for a representative e-commerce site eshop.ca is shown and described.
Engine 140 may be configured to receive web page code comprising text data and search through the text in accordance with the schema document instructions that provide SQL-query like language instructions.Engine 140 maintains a pointer within the text as it moves through the web page code performing various actions, as described below, in accordance with the schema instructions. Table 1 illustrates a snippet of a representative signature schema: -
TABLE 1 XML Signature Schema Snippet for E-Shop.ca 1 <?xml version=“1.0” encoding=“ISO-8859-1” ?> 2 <site> 3 <version major=“1” minor=“2”/> 4 <url location=“http://www.eshop.ca” key=“eshop.ca” name=“E-Shop” /> 5 <advanced> 6 7 <index_link value=“http://www.eshop.ca/home.asp” /> 8 </advanced> 9 <page_type> 10 <lookup type=“pex” action=“locate_string” name=“list_elements” id=“mylist_1” ref=“Compare products” alt1=“Sort products” /> 11 <lookup type=“pex” action=“locate_string” name=“item_elements” id=“myitem_1” ref=“"product-details"” /> 12 <lookup type=“pex” action=“locate_string” name=“menu_elements” id=“mymenu_2” ref=“anc-lhsnav-subItem” /> 13 <lookup type=“pex” action=“locate_string” name=“menu_elements” id=“mymenu_1” ref=“product-table” /> 14 <lookup type=“pex” action=“locate_string” name=“item_elements” id=“myitem_1” ref=“*” /> 15 </page_type> 16 <list_elements id=“mylist_1”> ... 17 </list_elements> ... 18 <item_elements id=“myitem_1”> 19 <actions> 20 <lookup type=“pex” action=“move_ptr” ref=“</head>” /> 21 </actions> 22 <element> 23 <lookup type=“pex” action=“get_string” name=“image” ref=“largeimageref” location=“after” start=“<img src="” end=“"” /> 24 <lookup type=“pex” action=“get_string” name=“title” ref=“product- details-prd-title” location=“after” start=“<span” end=“</span>” include_sz=“1” strip_tags=“1” /> 25 <lookup type=“pex” action=“get_string” name=“price” ref=“our price:” location=“after” start=“<td” end=“</td>” include_sz=“1” strip_tags=“1” /> 26 <lookup type=“pex” action=“get_string” name=“sale_price” ref=“sale price:” location=“after” start=“<td” end=“</td>” include_sz=“1” strip_tags=“1” tolerance=“1” /> 27 <lookup type=“pex” action=“get_string” name=“description” ref=“detailbox-text” location=“middle” start=“<p” end=“</p>” include_sz=“1” strip_tags=“1” /> 28 </element> 29 </item_elements> ... - In the XML code snippet of Table 1, instructions at
line 4 are for verifying that the web page under consideration and the signature schema relate to the same web site/domain—eshop.ca. Instructions at lines 9-15 are for determining the particular page family to which the web page under consideration belongs. A respective signature that defines the particular page family has been previously identified for use to distinguish the page. Theengine 140 processes the <page type> tag by registering the identification strings for each page family. When a web page is obtained by the engine as input, the engine may be able to identify the page family by its unique string ref=” and the command provides the related tag within the signature schema document where further instructions for the particular web pages are found: - action=“locate_string”: command to check for the existence of a string.
- name=”: identifies the type of page family for each identified family.
- id=”: assigns an id to the page family that is used across the signature schema document.
- For example, at line 10, the instructions identify a web page using the alternative signatures “Compare products” or “Sort Products”. Web pages with these strings are of the same family type. The instructions at line 10 provide a reference tag to further instructions for this family, providing a link to instructions for the list_elements page family with and ID of mylist—1 (see lines 16-17). Similarly the other lookup instructions provide references to the specific instructions within the signature schema document for handling a web page of each web page family. Representative instructions for some of the web page families are provided in Table 1, for example, at lines 16-17 and 18-29 with others omitted for brevity.
- With reference to the extraction instructions for one of the web page families (i.e. item_elements id=“
myitem —1”) at lines 18-29, the instruction at line 20 advances the scan pointer within the text file of the web page code to a beginning limit of a region of interest indicated by a signature reference. This establishes an upper limit for review within the text file. Though not shown in this table, an end limit may be defined as well (See Table 4). Further such instructions at lines 22-28 may comprise commands to locate desired data using “signatures” such as string identifiers that uniquely identify the data within the region of interest. In the present example the instructions locate and extract one or more elements, namely, product image, title, price, sale price and description for a product of the item web page family. For example, instructions at line 23 extract a string in between the first “&It;img src="” and “"” that appears after next appearance of “largeimageref”. The string returned is the path (relative URL at web site eshop.ca) to the product image. By advancing a search scan pointer within the web code to a desired location, references before that location can be skipped when searching. Any prior instances of a signature string such as “largeimageref” may be ignored. In this way, otherwise ambiguous signature references can be avoided. - The example in Table 1 shows at least some of the instructions (e.g. lines 23-27) including one or more directional references relative to the signatures to locate and extract the desired data. For example, directional references such as “before” or “after” command the engine to extract desired data that is in a relative position in the web page before or after the signature string (i.e. ref=). Moreover, such instructions may further include at least one of a start reference or an end reference further pinpointing the location of the desired data in accordance with that direction. Additional directional reference information is discussed herein with reference to code snippets in other Tables and the discussion of an embodiment of signature transcoding engine syntax presented below.
- The example within Table 1 demonstrates the extraction of data and the establishment of relationships between objects and elements within a same page of a web site. However, signature schema documents may further capture relevant attributes of an object across pages. For example, a user of
client machine 102A may click through a number of web pages in eshop.ca to get to a specific product page (e.g. Department→Product Category→Product Sub-Category→Specific Product, such as TV & Video>19″-21″ TVs>LCD TVs>BrandX Product. The navigational hierarchy representing a categorization may be captured and associated to the extracted objects and there elements. - For brevity, certain instructions were omitted from Table 1. Tables 2-4 provide representative instructions for further web page families for e-shop.ca that may be read with Table 1. Table 2 below provides representative instructions, e.g. for lines 16 and 17 of Table 1, including instructions for a web page family related to a list of items/products for sale. Whereas instructions at lines 22-28 provided product data extraction instructions for a web page family showing a single item (i.e. product), the instructions of Table 2 provide additional instructions that repeat product data extractions for each product in the list.
-
TABLE 2 XML Signature Schema Snippet for Product List Web Page Family of E- Shop.ca 1 <list_elements id=“mylist_1”> 2 <paging> 3 <page_variable value=“page” /> 4 <page_start value=“0” /> 5 <lookup type=“pex” action=“get_string” name=“link” ref=“Next&nbsp” location=“before” start=“<a class=” end=“</a>” include_sz=“1” strip_tags=“1” /> 6 </paging> 7 <actions> 8 <lookup type=“pex” action=“move_ptr” ref=“Sort or compare products” ref_alt_1=“Sort products” /> 9 </actions> 10 <element> 11 <lookup type=“pex” action=“get_string” name=“link” ref=“thumbnail” location=“before” start=“<ahref="” end=“">” /> 12 <lookup type=“pex” action=“get_string” name=“image” ref=“thumbnail” location=“middle” start=“"” end=“"” /> 13 <lookup type=“pex” action=“get_string” name=“title” ref=“class="tx-strong-dgrey&quot;” location=“after” start=“<a href=” end=“</a>” include_sz=“1” strip_tags=“1” /> 14 <lookup type=“pex” action=“get_string” name=“price” ref=“pricepill/” location=“after” start=“/” repeat_start=“1” end=“.gif” tolerance=“1” /> 15 <lookup type=“pex” action=“move_ptr” ref=“pricepill/” /> 16 </element> 17 </list_elements> - If the
engine 140 identifies that the page is of the “mylist —1” family, the engine determines the location in the signature schema document that contains the signature for the objects and elements of that family and applies the instructions therefor. A product list at e-shop.ca may span multiple web pages. Instructions at lines 2-6 of Table 2 find the number of pages and generate the links for each of the pages. Instructions at lines 7-9 (action tag) advance the search scan pointer to the region of web page code that may be of interest (i.e. in this case, the start of the list). In this way, a local signature reference can be used and any earlier ambiguous references skipped. Skipping to the local region of interest may also make the specification of the signature reference less complicated. - Taking advantage of inherent repeated patterns in the web page code, instructions at lines 10-16 (elements tag) of Table 2 provide product data extraction instructions that may be repeated for each product in the list. The
engine 140 may be provided with commands to scan for each data element of interest using a signature reference e.g. ref=“, an action, one or more positional instruction(s) to further identify the data within the text of the web page code, and any additional text data manipulation instructions to extract the desired data (e.g. to remove HTML formatting characters or to add characters). The instruction at line 15 moves the scan pointer to the end of the object (in this example a product in a list of products) to ready the instructions for application against the next object (product) in the list. - More particularly:
-
- lookup type=“pex”_: string lookup
- action =“get_string”: returns a value back that is the desired element of the object.
- name=“link”: the object element, in this case the link to the product page
- ref=“thumbnail”: the reference string that identifies where to find the value of the link
- location=“before”: the value of the link is before the ref string
- start=“<a href="”: look for the ref string after this value
- end=“">”: look for the ref string before this value.
-
TABLE 3 E-Shop Search Family Signature Schema Snippet 1 <search_elements id=“mysearch_1”> 2 <settings> 3 <search_path value=“http://www.eshop.ca/search/search.asp” /> 4 <search_variable value=“keyword” /> 5 </settings> 6 <paging> 7 <page_variable value=“page” /> 8 <page_start value=“0” /> 9 <lookup type=“pex” action=“get_string” name=“link” ref=“Next&nbsp” location=“before” start=“<a href=” repeat_start=“1” end=“</a>” include_sz=“1” strip_tags=“1” /> 10 </paging> 11 <actions> 12 <lookup type=“pex” action=“move_ptr” ref=“bg-compare-hero” /> 13 </actions> 14 <element> 15 <lookup type=“pex” action=“get_string” name=“link” ref=“>” location=“after” start=“<a href="” end=“">” /> 16 <lookup type=“pex” action=“get_string” name=“image” ref=“<a href” location=“after” start=“<img src="” end=“"” /> 17 <lookup type=“pex” action=“get_string” name=“title” ref=“class="tx-strong-dgrey&quot;” location=“after” start=“<a href=” end=“</a>” include_sz=“1” strip_tags=“1” /> 18 <lookup type=“pex” action=“move_ptr” ref=“bg-compare-hero” /> 19 </element> 20 </search_elements> - If the
engine 140 has identified that the page is of the “mysearch —1” family the engine applies the portion of the signature schema document that contains the signature for the objects and elements of that family, shown above in Table 3. - <settings> . . . </settings>: Contains any web page specific manual overrides such as excluding certain menu items, customization, modification of a menu that may be desired. In this example, as per line 3 a value of form variable “keyword” will be posted to “http://www.eshop.ca/search/search.asp”.
- <paging> . . . </paging>: Manages paging for the search pages.
- <actions>. . . </actions>: Instruct the engine to move the scan pointer to the string “bg-compare-hero” (line 12 of Table 3) and start looking for elements from there.
- <element> . . . </element>: Contains lookup instructions for each object element as previously described.
-
TABLE 4 E-shop Menu Family Signature Schema Snippet 1 <menu_elements id=“mymenu_1”> 2 <settings> 3 <black_list value=“Site Index##External Link” /> 4 </settings> 5 <actions> 6 <lookup type=“pex” action=“move_ptr” ref=“bg-lhsnav- title” /> 7 <lookup type=“pex” action=“end_ptr” ref=“</table>” /> 8 </actions> 9 <element> 10 <lookup type=“pex” action=“get_string” name=“link” ref=“<li>” location=“after” start=“<a href="” end=“"” /> 11 <lookup type=“pex” action=“get_string” name=“title” ref=“<li>” location=“after” start=“<a href="” end=“</a>” include_sz=“1” strip_tags=“1” /> 12 <lookup type=“pex” action=“move_ptr” ref=“</li>”/> 13 </element> 14 </menu_elements> - If the
engine 140 has identified that it is looking for a menu on a page that contains the menu style of the “mymenu —1“family, the engine applies the portion of the signature schema document that contains the signature for the objects and elements of that family, shown above in Table 4. - <settings> . . . </settings>: Contains any page specific manual overrides such as exclude list, customization, modification, personalization, etc. In this example, as per
line 3, any result that matches “Site Index”, “External Link” are excluded but partial matches are also possible by using wild card strings. - <action> . . .</action>: Lines 6-7 of Table 4 sets the start and end limits to instruct the
engine 140 where to look for menu items. - <element> . . . </element>: Contains lookup instructions for each object element as previously described. In this example, lines 10 and 11 of Table 4, an element in ‘mymenu—1’ (each individual menu entry of web page) contains link and title as its properties. Line 12 instructs the engine to move the pointer to “&It;/li>” to get ready to loop through and extract the next menu item with the same elements, taking advantage of the repeated patterns within the text of the web page code.
- Though the example described relates to extracting informational content for an e-commerce oriented site, no limitation should be applied. Similar instructions may be defined for other types of sites, for pages which permit a user to input information and for navigational data extraction.
-
Signature schema document 122 may further comprise transcoding instructions (not shown) for use byengine 140 to express the extracted desired data (which may be retrieved from database 126) in a target format (e.g. a format of HTML, XML, script etc.) for use by the requestingclient machine 102. For example, the transcoding instructions may define a web page for displaying the extracted data inbrowser application 86 that is suitable for display on theclient machine 102. The formatting rules can be system and/or user defined and can include one or more parameters such as but not limited to: object positioning, object colour, object size, object shape, object font/image characteristics, background style, and navigational item display (e.g. in a menu as described above) or for display with the content in the generated page on the client screen. Browser application 86 (e.g. ofmachine 102A) may be configured for using a markup language (e.g. cHTML) or other code format that is not identical to the code provided byweb page 110. Alternatively, transcoding instructions may be defined to express the extracted desired data in XML or another code format such as for use by a different client application or plug-in to a client application such asmenu application 82 or another application (not shown) onclient machine 102. - Signature schema documents may be prepared (i.e. coded) using a computing device such as
computing device 128.Computing device 128 may be any suitable desktop or laptop device capable of coding documents (which may be but need not be XML-type documents) and may be configured to automate or semi-automate coding of such documents. -
Computing device 128 may be coupled toweb site 104 to retrieve web pages from the site for reviewing to prepare the custom signature schema document for the site.Computing device 128 may be configured to automatically review the web page code and apply heuristics or other techniques (e.g. spatial analysis) to determine probable content of interest (i.e. desired data) and generate code to extract the desired data. For example, primary content of interest tends to be located toward the centre of the web page. In another embodiment, the computing device may facilitate a user coding signature schema to manually assist with the analysis of the web page and identification of desired data and the generation of the instructions.Computing device 128 may be further coupled torepository 124 to provide (e.g. up-load or publish) coded signature schema documents for use byserver 120. - It will be apparent to a person of ordinary skill in the art that as a web site may be re-designed or otherwise changed such that the code of one or more web page families may be changed or a family added, an existing signature schema may require re-coding to account for the change/addition, as applicable.
- In accordance with a present embodiment, further details concerning the syntax of schema instructions are described.
- The lookup tag instructs the
engine 140 to perform an insert, delete or query the document contents. - Type: Defines the data type of the lookup. Type may be “pex” for a string expression. Type may also support more advanced options such as regular expressions, API calls, and SQL queries.
- Action:
- Action=“locate_string”: Look for a string (“ref” identifier”) value within the data. Return true iff the string exists in the data (i.e. the “ref” identifier index>=0).
- Action=“replace_string”: Replace a string within the data with the “ref” identifier.
- Action=“move_ptr”: Remove all characters in the data that exist before the location of the “ref” identifier.
- Action=“end_ptr”: Remove all characters in the data that exist after the location of the “ref” identifier.
- Action=“get_string” Extract a string based on the location of the “ref”, “start”, and “end” identifiers.
- ID: ID is an identifier of another section within the signature. It allows the result of a query to trigger another set of actions within the signature. This is primarily used when identifying page types. Once a match has been made, specific instructions are executed that are marked with this ID. Recursive data structures (e.g. lists within lists) may also be supported.
- Ref: Ref defines the initial identifier that the lookup searches for. If an AND case is required multiple ref identifiers can be used (i.e. ref=“string1” ref1=“string2”). If an OR case is required ref_[ref identifier]_alt—1 can be used (i.e. ref=“string1” ref_alt—1=“string2”). To demonstrate (X=“1”∥Y=“2”) && (A=“8”∥B=“9”) would translate to ref=“1”
ref_alt —1=“2” ref1=“8”ref1_alt —1=“9”. - Repeat_[identifier]: Repeat executes the identifier query additional times. For example, if ref=“hello” to set the identifier index at the second occurrence of hello the following tag would be added: repeat_ref=“1”.
- Location:
- Location=“before”: Search the data in a reverse direction, starting from the “ref” identifier. This implies that both the “start” and “end” identifier indexes must be less than the “ref” index.
- Location=“middle”: Search the data in two directions, starting from the “ref” identifier. This implies that the “ref” identifier index is greater than the “start” identifier index and less than the “end” identifier index.
- Location =“after”: Search the data in a forward direction, starting from the “ref” identifier. This implies that both the “start” and “end” identifier indexes must be greater than the “ref” index.
- Start: Start is primarily used when action=“get_string” and may also be used for replace/remove instructions. The start identifier index will be the start index of the string to extract. If an AND case is required multiple “start” identifiers can be used (i.e. start=“string1” start1=“string2”). If an OR case is required start_[start identifier]_alt—1 can be used (i.e. start=“string1” start_alt—1=“string2”). To demonstrate (X=“1”∥Y=“2”) && (A=“8”∥B=“9”) would translate to start=“1”
start_alt —1=“2” start1=“8”start1_alt —1=“9”. To find the nth match see the repeat syntax. - End: End is primarily used when action=“get_string” and may also be used for replace/remove instructions. If an AND case is required multiple “end” identifiers can be used (i.e. end=“string1” end1=“string2”). If an OR case is required end_[end identifier]_alt—1 can be used (i.e. end=“string1” end_alt—1=“string2”). To demonstrate (X=“1”∥Y=“2”) && (A=“8”∥B=“9”) would translate to end=“1”
end_alt —1=“2” end1=“8”end1_alt —1=“9”. To find the nth match see the repeat syntax - Max_index: Max_index is used to limit the scope of a query by ensuring that no other identifier index is greater than the “max_index” . . . If an AND case is required multiple “max_index” identifiers can be used (i.e. max_index=“string1” max_index1=“string2”). If an OR case is required max_index_[max_index identifier]_alt—1 can be used (i.e. max_index=“string1” max_index_alt—1=”string2”). To demonstrate (X=“1”∥Y=“2”) && (A=“8”∥B=“9”) would translate to max_index=“1”
max_index alt —1=“2” max_index=“8”max_index_alt —1=“9”. To find the nth match see the repeat syntax. - Max_Index_Use_Ref: Max_Index_Use_Ref is a Boolean value set to 0 or 1. It is used with Max_index. When set to 0, the “max_index” will begin querying at the beginning of the data. When set to 1, the “max_index” will begin querying from the “ref” identifier index.
- Gbl_append_[identifier]: Gbl_append appends a string passed via the url to the identifiers query value
- Gbl_Repeat_[identifier]: Gbl_Repeat executes the identifier query additional times. For example, if ref=“hello” to set the identifier index at the second occurrence of hello the following tag would be added: gbl_repeat_ref=“var” where var would be passed in the URL i.e. http://www.eshop.ca/mobile/fatfree.asp?site= . . . &url= . . . &var=1.
- Tolerance: Tolerance is a Boolean value set to 0 or 1. It is used to return an empty string. By default tolerance is set to 0 which enforces that a property be found on a page, otherwise the page will be marked as “invalid” and an appropriate error message returned. When set to one, an empty value is returned for properties that can not be located.
- Include_sz: Include_sz is a Boolean value set to 0 or 1 and used with get string. It is by default set to 0. When set to 1 it includes the “start” value and the “end” value as part of the result.
- Include_start: Include_start is a Boolean value set to 0 or 1 and used with get_string. It is by default set to 0. When set to 1 it includes the “start” value as part of the result.
- Include_end: Include_end is a Boolean value set to 0 or 1 and used with get_string. It is by default set to 0. When set to 1 it includes the “end” value as part of the result.
- Closetag: Closetag is a Boolean value set to 0 or 1 and used when action=“get_string”. It appends /> to the extracted value.
- Strip_Tags: Strip_Tags removes HTML tags from the value and used when action=“get_string”.
- Strip_tags=“1”: remove all tags.
- Strip_tags=“2”: remove all br and script tags.
- Strip_tags=“3”: remove all tags except replace </p> </li> with <br>.
- Strip_tags=“4”: remove all tags except replace </div> <br> with <br>.
- Strip_tags=“tag1,tag2 . . . tagN”:remove all tag1, tag2, . . . tagN leaving any tag not listed.
- Notrim: Notrim is a Boolean value set to 0 or 1 and used when action=“get_string”. By default all value have white spaced trimmed. When this property is set to 1, white space is not trimmed.
- Append: Append is a string value and used when action=“get_string”. It appends a string to the extracted value.
- Prepend: Prepend is a string value and used when action=“get_string”. It prepends a string to the extracted value.
- Upper: Upper is a Boolean value set to 0 or 1 and used when action=“get_string”. It converts all characters to upper case.
- Lower: Lower is a Boolean value set to 0 or 1 and used when action=“get_string”. It converts all characters to lower case.
- Page Syntax
- The page syntax extracts the paging information from the data. This allows the end user the ability to change pages just as on the desktop.
- Page_variable: Defines unique key that defines a family's paging feature.
- Page_start: Defines value of first page in a family's paging feature.
- Page_post: Path where paging variable(s) must be transmitted to.
- Page_start:Defines value of first page in a family's paging feature.
- Page_increment: Defines value that paging increases by for each page in a family's paging feature.
- Page_block: Defines unique key that defines a family's paging block feature.
- Page_block_size: Defines the size of the family's page block. (i.e. 10 items per page)
- Url_append: Append the unique key that defines a family's paging feature and the page number.
- Search Syntax
- Make a website family's search feature functional by specifying details such as what variable to post.
- Search_path: Search path where search variable must be transmitted to
- Search_variable: Name of search variable which a website's search feature is looking to read, request, post, etc.
- Url_replace: Remove a portion of the url that is specific to posting search parameters
- URL Syntax
- The url tag defines global properties for a site, including the url, and name: <url location=“http://www.eshop.ca” key=“eshop.ca” name=“E-Shop”/>
- Name: Name is the name to display when browsing using the
gateway 120 - Location: Location defines the fully qualified address of the site.
- Key: Key is the site.
- Advanced Syntax
- The advanced tag defines global properties for the site. This at a minimum includes the path to the initial page of the site.
-
<advanced> <index_link value=“http://www.eshop.ca” /> <check_out value=“1” /> </advanced> - Index_link: Index_link specifies the path to the initial page of the site. This is usually the same page as the location property from the URL syntax. This field is always required.
- Append_link: Appends a string value to every URL requested for this site.
- No_purchase: No_purchase is a
Boolean value - No_item: No_item is a
Boolean value - Check_out: Check_out is a
Boolean value gateway server 120. When true, then a checkout process has been created for use withgateway server 120. - Producing_width: Product_img_width defines the width of all item images.
- Use_cookies: Use_cookies a
Boolean value gateway 120 passes all cookies fromclient machine 102 to thesite 104, and from thesite 104 to the client machine. - Page Type Syntax
- The page type is a collection of lookup queries that have an id associated with them.
- Lookup queries may be processed in a top down fashion. The first successful lookup will trigger another section in the signature schema document. For example, if the following evaluates to true:
-
<page_type> <lookup type=“pex” action=“locate_string” name=“list_elements” id=“mylist_1” ref=“<!--” /> </page_type> - Then the tag element <list_elements id=“
mylist —1”> would be executed next. - General Element Syntax
- Elements include list_elements, menu_elements, item_elements, search_elements, form_elements. Each element has an ID. For example a menu element:
-
- <menu_element id=“menu_id”/>
- The element may contain the following sub containers (settings, actions, elements, paging) which scope resides only within the element. Each element is associated with a specific rendering function.
-
<menu_element id=”menu_id”/> <settings> </settings> <paging> </ paging > <elements> </ elements > <actions> </ actions > </menu_element> - Settings Syntax
- Settings syntax varies based on the type of element it resides in. Settings allow customizations that only apply to a specific page family.
- Black_list—menu_elements: Black_list removes menu items with names that reside in the black list. Each entry is separated delimited (e.g. using two pound characters
- Pass_image—list_elements, search_elements: Pass_image adds the image path to the url when requesting an item. The image added to the url will be used as the item image.
- Price[n]—item_elements: Price[n] where n is an integer renames the rendered item with name price[n].
- Action—form_elements: Overrides the action of a form displayed to the end user.
- Handle—form_elements
- Handle=“display”—display the form to the end user.
- Handle=“post”—post the form.
- Handle=“get”—get the form.
- Cookie—form_elements: Send additional cookies when posting this form.
- Input_[identifier]—form_elements: Input tag adds/modifies a form value with name [identifier] setting its value.
- Rename_[identifier]—form_elements: Rename tag renames a form value with name [identifier].
- Actions Syntax
- The actions tag primary function is data manipulation. It contains lookup queries that modify data with actions of “move_ptr” or “end_ptr”.
-
<actions> <lookup type=“pex” action=“move_ptr” ref=“</head>” /> </actions> - Persons of ordinary skill in the art will appreciate that alternative embodiments are contemplated.
System 100 may be implemented so that one ormore web sites server 106 or by one or more web servers like web-server 106), and that a corresponding plurality of schemas for each of those web sites (or each of the web pages therein, or both) can be maintained by gateway andschema server 120 andrepository 124.Client machines 102 can be configured for proxied connections throughdifferent servers 120 and for accessing aggregated web site data fromdatabase 126. Those skilled in the art will now further recognize thatservers 120 andweb server 125 can be hosted by a variety of different parties, including, for example but without limitation: a manufacturer ofclient machine 102, a service provider that provides access to the telecommunication network on behalf of user U of aclient machine 102; the entity that hosts web-site 104 or a third party intermediary. In web site host example it can even be desired to simply combine theweb server 106 andschema server engine 120 on a single server to thereby obviate the need for separate servers. Alternatively the functionality ofserver 120 andweb server 125 may be locally resident on the client machine providing. -
FIG. 4 is a schematic representation of a aggregatewebsite search database 126. Thedatabase 126 contains one or more tables for storing aggregate web page data extracted from target web sites. The database may be a relational database enabling structured database queries. For an e-commerce web sites thedatabase 126 may contain tables defining a web site identification andcategory index 402 andcategory data 404 containing specific item details, as will be discussed in connection withFIG. 5 . Thecategory data 404 may be further broken down intoproduct data 406 table if further data is required.Indexes 408 can be created to reference aggregate web site data to improve query responsiveness and results.Metadata 410 associated with the original web pages may be stored such as images, web page formatting or navigation data. In other web site applications such as news, weather, stock data, patent data, trade-mark data etc., the appropriate tables would be configured to store the extracted data based upon the signature scheme. -
FIG. 5 is a schematic representation of tables in an aggregate website search database for e-commerce. The extracted data from selected e-commerce websites can be formatted intocategory index 402 which identifies 502 the website where the data was extracted from and thecategory 504 of interest. In thisexample entry 506 identifies http://www.eshop2.ca/pg=3 as the reference for where digital cameras can be indexed. For each category in thecategory index 402, anindividual category 404 table can be created. The category table containslocation identifiers 510 for each product retrieved from the web site based upon the defined signature schema and populated atstep 310 during the retrieval of data from the web site (or domain). Thevendor 512,title 514 of the product,price 516 anddescription 518 extracted can then be stored. It should be understood that the categories identified can be tailored to the application. The database then provides a means for querying the aggregate data from the web site to present meaningful information to theclient machine 102A. By storing the aggregate data queries can be created to meet desired requirements and transcoded for presentation on theclient machine 102A. -
FIG. 6 is a schematic representation of a index table 408. The table may be configured by a database management system (DBMS) based upon common queries generated to the aggregate database. The indexes enable improved queries by cross-indexing data contained in extracted web page data tables 402, 404 and 406. For example, an index may be define bycategories 610 againstsuppliers 612. Atentry 622 laptops from Vendor A is available at three suppliers. A query to thedatabase 126 can then be generated byengine 140 to determine which vendor has the lowest price. Additional indexes may be defined such as a geographic index to identify locations of products or vendors. The index may be more specific such as defining sub categories of products or versions. -
FIG. 7 illustrates a method of creating the aggregate website search database smart indexes for searching. Theweb sites web server 125. Thedata collection engine 150 is a web crawler to independently collect data from target web sites for storage inaggregate database 126. Alternatively, thedata collection engine 150 may be included in theengine 140 ofgateway 120. The web site data may be retrieved or indexing periodically bydata collection engine 152 which may be triggered manually, scheduled or on-going. The signature schema for the web site is retrieved 704 fromrepository 124 byengine 140. The schema is applied 706 to the received web site data to extract relevant data from the web page content. An index can then be generated 708 based upon the defined signature schema structure to index the stored data more efficiently. As the schema is defined to extract elements with which objects and their attributes on the web page can be defined or described and the schema incorporates knowledge of what these objects and attributes represent, an intelligent andindexed database 126 can be defined. The extracted data and the generated index is stored 710 to theaggregate database 126 in the appropriate tables. The process is repeated for each relevant web site to generate the aggregate web site search database. Thedata collection engine 150 can then periodically accessweb sites -
FIG. 8 illustrates a method of querying the aggregate website search database utilizing smart indexes for searching. A search is generated by a user via an interface onclient machine 102A and received 802 atgateway 120. The search can be based on any parameters defined in the database that and extracted by the signature scheme as opposed to keyword only queries. Knowledge based queries can be generated providing more relevant search results using the aggregate database content.Engine 140 processes the query and determines 804 theappropriate database index 408. A relevant database query such as SQL (Structured Query Language) using an associatedindex 408 is generated 806. The query is executed against the database data and retrieved 808 from the database. The appropriate web data can then be provided 810 to theclient machine 102A. Optionally, the retrieved data can be transcoded using a signature schema (which may be relevant to the original web page content) to accommodateclient machine 102A characteristics. For example as shown inFIG. 7C .
Claims (25)
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