Method, system, and apparatus for routing a query to one or more providers

Information

  • Patent Grant
  • 8620938
  • Patent Number
    8,620,938
  • Date Filed
    Friday, February 23, 2007
    17 years ago
  • Date Issued
    Tuesday, December 31, 2013
    10 years ago
Abstract
A method and system for routing a query to one or more providers. The system may include a search interface for presenting a service list including one or more services offered by the one or more providers, permitting selection of one or more of the one or more services, and a query entry for receiving input of the query. A search processor is capable of receiving and parsing the query. A service recognizer for a particular provider is capable of receiving and analyzing one or more terms of the query to determine if the particular provider is a match for the query. A query router can route the query to the particular provider if the particular provider is determined to be a match and block the query to the particular provider if the particular provider is determined not to be a match. A results interface presents results of the query.
Description
TECHNICAL FIELD

Embodiments of the present invention relate to the field of routing queries to providers of information. More particularly, embodiments of the invention relate to the field of routing a query, based on content and context, to one or more providers offering one or more services.


BACKGROUND

The Internet has generated a proliferation of providers of information (“providers”). Each provider may offer one or more information stores (“services”) that a user may search to locate relevant information. Such providers may offer their content for free or for payment. For example, there are many well known providers that attempt to catalog and allow a user to search for relevant information on the Internet, such as, for example, THE MICROSOFT NETWORK® online service (http://www.msn.com). Many specialized providers offer premium content for payment, such as, for example, the LEXISNEXIS™ online service (http://www.lexis.com).


Several systems allow a user to select and search multiple providers by entering a single query and sending that query to each of the providers. The results from the multiple providers are presented to the user to sift through and select relevant information. Examples of these types of systems include DOGPILE® online service (http://www.dogpile.com) and CNET's SEARCH.COM online service (http://www.search.com).


Although these types of systems allow a user to query multiple providers and multiple services at one time, the systems do not provide any intelligence in the selection and routing of the queries to the multiple providers. The systems package the query and route it to each of the providers selected by the user and present the results from the providers to the user.


In addition, the interfaces provided for these types of systems are not integrated with other applications. For example, the systems are typically accessed over the Internet by using a web browser. The interfaces for these systems are not directly accessible within applications such as word processors, spreadsheets, and email clients.


Therefore, in light of the above, there is a need for a method, system, and apparatus for routing a query, based on content and context, to one or more providers offering one or more services.


SUMMARY

Embodiments of the present invention solve the above-described problems by providing a method, system, and apparatus for routing a query, based on content and context, to one or more providers offering one or more services.


According to one embodiment of the present invention, a system is provided for routing a query to one or more providers. According to this embodiment, the system includes a service recognizer for a particular provider capable of receiving and analyzing the query to determine if the particular provider is a match for the query. The system also includes a query router for routing the query to the particular provider if the particular provider is determined to be a match.


According to another embodiment of the present invention, a method is provided for routing a query to one or more providers. According to this embodiment, the method includes steps of receiving the query from a user and determining which of the one or more providers are a match for the query. The method further includes sending the query to one or more particular providers of the one or more providers that are determined to be matches for the query and blocking the query to specific providers of the one or more providers that are determined not to be matches for the query.


According to another embodiment of the present invention, a system is provided for communication between a client and one or more providers. According to this embodiment of the invention, the system includes a search processor capable of receiving and parsing a query and generating a standardized query. The system also includes a query router for routing the standardized query to one or more of the one or more providers and a results processor capable of receiving results from one or more of the one or more providers and presenting the results to a user.


According to yet another embodiment of the invention, a method is provided for updating information about a particular provider on a client. According to this embodiment, the method includes steps of sending a registration query to the particular provider and receiving a registration result of the registration query from the particular provider. The method also includes a step of updating registration information for the particular provider on the client based on the registration result.


According to another actual embodiment of the present invention, a system is provided for routing a query to one or more providers. According to this embodiment, the system includes a search interface capable of presenting a service list including one or more services offered by the one or more providers, permitting selection of one or more of the one or more services, and a query entry for receiving input of the query, wherein the service list is categorized according to one or more research categories, each of the one or more research categories including at least one service from the one or more services. The system also includes a search processor capable of receiving and parsing the query, breaking the query into one or more terms, stemming each of the one or more terms, spell checking each of the one or more terms, and generating context for the query based on the origin of the query.


According to this embodiment, the system may also include a service recognizer for a particular provider capable of receiving and comparing each of the one or more terms of the query to a keyword list to determine if the particular provider is a match for the query. A query router is included for routing the query to the particular provider if the particular provider is determined to be a match and blocking the query to the particular provider if the particular provider is determined not to be a match. A results interface may be included that is capable of presenting results of the query.


According to another embodiment of the present invention, a method is provided for routing a query to one or more providers. The method may include steps of receiving the query and determining which of the one or more providers that are selected are a match for the query by comparing one or more terms of the query to a keyword list. The method may also include steps of sending the query to one or more particular providers of the one or more providers that are determined to be matches for the query, and blocking the query to specific providers of the one or more providers that are determined not to be matches for the query. In addition, the method may include presenting results of the query, and suggesting a provider from the one or more providers that was not selected and that is determined to be a match for the query.


These and other details regarding the various embodiments of the invention will become more apparent from the detailed description that follows.





DESCRIPTION OF THE DRAWINGS


FIG. 1 is a block diagram showing the architecture of a personal computer that provides an illustrative operating environment for embodiments of the present invention;



FIG. 2 is a block diagram that shows a software architecture for routing a query to one or more providers according to various embodiments of the present invention;



FIG. 3 is block diagram that shows a search user interface made in accordance with one embodiment the present invention;



FIG. 4 is a block diagram that shows a search processor module made in accordance with one embodiment of the present invention;



FIG. 5 is a block diagram that shows a query router module made in accordance with one embodiment of the present invention;



FIG. 6 is a block diagram that shows a provider made in accordance with one embodiment of the present invention;



FIG. 7 is a block diagram that shows a results collector module made in accordance with one embodiment of the present invention;



FIG. 8 is a block diagram that shows a results user interface module made in accordance with one embodiment of the present invention;



FIG. 9 is a screen diagram showing a graphical user interface made in accordance with one embodiment of the present invention;



FIG. 10 is a block diagram that shows a registry options module made in accordance with one embodiment of the present invention;



FIG. 11 is a flow diagram showing an illustrative routine for routing a query to one or more providers according to one actual embodiment of the present invention;



FIG. 12 is a flow diagram showing an illustrative routine for manipulating a graphical user interface according to one actual embodiment of the present invention;



FIG. 13 is a flow diagram showing an illustrative routine for analyzing a query and routing the query according to one actual embodiment of the present invention;



FIG. 14 is a flow diagram showing another illustrative routine for analyzing a query and routing the query according to one actual embodiment of the present invention;



FIG. 15 is a block diagram that shows a data structure for a search request to a provider made in accordance with one embodiment of the present invention;



FIG. 16 is a block diagram that shows a data structure for a search response from a provider made in accordance with one embodiment of the present invention;



FIG. 17 is a block diagram that shows a data structure for a provider information update request made in accordance with one embodiment of the present invention;



FIG. 18 is a block diagram that shows a data structure for a provider information update response made in accordance with one embodiment of the present invention; and



FIG. 19 is a block diagram that shows a data structure for a provider service registration information made in accordance with one embodiment of the present invention.





DETAILED DESCRIPTION OF AN ILLUSTRATIVE EMBODIMENT

As described briefly above, embodiments of the present invention provide a method and system for routing a query to one or more providers. In the following detailed description, references are made to the accompanying drawings that form a part hereof, and in which are shown by way of illustration of specific embodiments or examples. These embodiments may be combined, other embodiments may be utilized, and structural changes may be made without departing from the spirit and scope of the present invention. The following detailed description is, therefore, not to be taken in a limiting sense, and the scope of the present invention is defined by the appended claims and their equivalents.


Referring now to the drawings, in which like numerals represent like elements throughout the several figures, aspects of the present invention and the example operating environment will be described. FIG. 1 and the following discussion are intended to provide a brief, general description of a suitable computing environment in which the invention may be implemented. While the invention will be described in the general context of program modules that execute in conjunction with an application program that runs on an operating system on a personal computer, those skilled in the art will recognize that the invention may also be implemented in combination with other program modules.


Generally, program modules include routines, programs, components, data structures, and other types of structures that perform particular tasks or implement particular abstract data types. Moreover, those skilled in the art will appreciate that the invention may be practiced with other computer system configurations, including hand-held devices, multiprocessor systems, microprocessor-based or programmable consumer electronics, minicomputers, mainframe computers, and the like. The invention may also be practiced in distributed computing environments where tasks are performed by remote processing devices that are linked through a communications network. In a distributed computing environment, program modules may be located in both local and remote memory storage devices.


Turning now to FIG. 1, an illustrative computer architecture for a personal computer 2 for practicing the various embodiments of the invention will be described. The computer architecture shown in FIG. 1 illustrates a conventional personal computer, including a central processing unit 4 (“CPU”), a system memory 6, including a random access memory 8 (“RAM”) and a read-only memory (“ROM”) 10, and a system bus 12 that couples the memory to the CPU 4. A basic input/output system containing the basic routines that help to transfer information between elements within the computer, such as during startup, is stored in the ROM 10. The personal computer 2 further includes a mass storage device 14 for storing an operating system 16, application programs, such as a research library application 205, and data.


The mass storage device 14 is connected to the CPU 4 through a mass storage controller (not shown) connected to the bus 12. The mass storage device 14 and its associated computer-readable media provide non-volatile storage for the personal computer 2. Although the description of computer-readable media contained herein refers to a mass storage device, such as a hard disk or CD-ROM drive, it should be appreciated by those skilled in the art that computer-readable media can be any available media that can be accessed by the personal computer 2.


By way of example, and not limitation, computer-readable media may comprise computer storage media and communication media. Computer storage media includes volatile and non-volatile, removable and non-removable media implemented in any method or technology for storage of information such as computer-readable instructions, data structures, program modules or other data. Computer storage media includes, but is not limited to, RAM, ROM, EPROM, EEPROM, flash memory or other solid state memory technology, CD-ROM, DVD, or other optical storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices, or any other medium which can be used to store the desired information and which can be accessed by the computer.


According to various embodiments of the invention, the personal computer 2 may operate in a networked environment using logical connections to remote computers through a network 280, such as the Internet. The personal computer 2 may connect to the network 280 through a network interface unit 20 connected to the bus 12. It should be appreciated that the network interface unit 20 may also be utilized to connect to other types of networks and remote computer systems. The personal computer 2 may also include an input/output controller 22 for receiving and processing input from a number of devices, including a keyboard or mouse (not shown). Similarly, an input/output controller 22 may provide output to a display screen, a printer, or other type of output device.


As mentioned briefly above, a number of program modules and data files may be stored in the mass storage device 14 and RAM 8 of the personal computer 2, including an operating system 16 suitable for controlling the operation of a networked personal computer, such as the WINDOWS XP operating system from MICROSOFT CORPORATION of Redmond, Wash. The mass storage device 14 and RAM 8 may also store one or more application programs. In particular, the mass storage device 14 and RAM 8 may store the research library application 205 that is used for connecting to and communicating with one or more providers. In addition, one or more additional application programs, such as, for example, application program 206, may be included. The application program 206 may be a word processing, spreadsheet, electronic email, or other program. The electronic document 24 may comprise a file in that a user may input information that may be viewed, stored, printed, or otherwise manipulated. Application programs for creating and editing other types of electronic documents may also be used with the various embodiments of the present invention.


The research library application 205 may comprise a client that is configured to connect to and communicate with one or more local or remote providers of information (“providers”). In addition, the research library application 205 may comprise a plug-in for use in connection with one or more other programs, such as, for example, an Internet browser such as INTERNET EXPLORER from MICROSOFT CORPORATION of Redmond, Wash. The research library application 205 may comprise multiple modules.


The mass storage device 14 and RAM 8 of the personal computer 2 may also include a registry 219 or other database or indexing program to maintain information and parameters associated with the applications and other components that comprise the personal computer 2. For example, the registry 219 may include configuration options associated with the research library application 205, as described below.


Embodiments of the present invention relate to the field of routing queries to providers of information. More particularly, embodiments of the invention relate to the field of routing a query, based on content and context, to one or more providers offering one or more services.


As used herein, the term “information” means data that may desirable to a user in any form. As used herein, the term “provider” means a supplier of information. Each provider may offer one or more services. As used herein, the term “services” means a specific instance, conglomeration, or database of information. One or more of the providers, including one or more of the services, may reside on the personal computer 2 (i.e., client-side providers), or may reside at a remote site (i.e., server-side providers) and be available through a network such as, for example, a local area network (“LAN”), wide area network (“WAN”), the Internet, or another type of network.


Referring now to FIG. 2, an example software architecture and environment for use in conjunction with the various embodiments of the present invention will be described. The architecture shown in FIG. 2 includes the research library application 205. The research library application 205 may include one or more modules and submodules, as shown. In addition, the research library application 205 may be coupled directly or indirectly through a network such as a LAN, WAN, or the Internet, to one or more providers 285 and 286. As described in more detail below, the providers 285 and 286 may each include one or more services.


The research library application 205 generally includes a user interface 210 comprising a search user interface 212 and a results user interface 214. The user interface 210 generally provides an interface between the research library application 205 and a user. The user interface 210 may be coupled to a search processor module 220, which is, in turn, coupled to a query router module 230. The search processor module 220 may process a query entered by the user, the processing including, for example, work breaking, stemming, spell checking, and context generation, as described below. The query router module 230 can analyze the query and route the query to one or more of the providers based on the analysis, as described below.


The query router module 230 may be coupled by the network 280, using, for example, such standard communication protocols as TCP/IP, hypertext transfer protocol (“HTTP”), or eXtensible Markup Language (“XML”), to one or more of the providers 285 and 286. A results collector module 240 is coupled to the network 280 to receive data from the providers 285 and 286. The results collector module 240 is, in turn, connected to the results user interface 214 used to present the results of the search.


The search processor module 220 is also coupled to an alternative matches service module 250. The alternative matches service module 250 may be, for example, coupled to the query router module 230 and/or the results collector module 240, and may suggest alternative search possibilities to the user. In addition, the search user interface 210 is coupled to a service manager module 260, which is, in turn, coupled to a registry options module 265. The service manager module 260 may manage a list of the one or more providers and the one or more services. The registry options module 265 may manage a list of the one or more providers and one or more services and may also store one or more configurable settings for the research library application 205.


Each of the components shown in FIG. 2 is described in greater detail below.


Referring now to FIG. 3, the search user interface 212 will be described in greater detail. The search user interface may include a categorized service list 310, a query entry box 320, and an options dialog box 330.


The categorized service list 310 is list of services that are available to be searched. The list may be grouped into one or more categories according to the information provided by different providers and/or services. For example, typical categories may include, without limitation, reference books, research sites, intranet sites and portals, file search, etc. A user may select a specific category to search, the category including one or more services from one or more providers. Alternatively, the user may select one or more specific providers and/or services to search.


The query entry box 320 allows a user to enter a query. The query entry box 320 accepts alphanumeric characters that together represent the query string. Alternatively, if the query string is passed from another program, such as the application program 206, it is not necessary for the user to enter the query in the query entry box 320. For example, a user may pass a query from a word processor application by highlighting a portion of the text in the word processing document and selecting one or more action items from a menu to initiate a search based on the highlighted text.


The options dialog box 330 allows a user to configure the research library application 205 as desired and is controlled by a user settings module 1020, described below. A physical representation of an example graphical user interface including one embodiment of the search user interface 212 is shown in and described with reference to FIG. 9.


The components that comprise the search processor module 220 are shown in detail in FIG. 4. The modules may include a query input module 410, a word breaker module 420, a stemmer module 430, a speller module 440, and a context module 450. The query input module 410 accepts the query string from the search user interface 210. The query input module 410 passes the query string to the word breaker module 420.


The word breaker module 420 breaks the query string into one or more query terms, depending on the length of the query string. For example, if the query string includes three separate words, the word breaker module 420 will break the query string into three query terms. The word breaker module 420 may, for example, call one or more libraries, such as a dynamic link library (“DLL”), to assist in the breaking of query strings written in various languages. For example, and without limitation, query strings in English, Spanish, German, Swedish, Polish, Japanese, Korean, Chinese, and Thai may be split into respective query terms by the word breaker module 420. The query terms are then passed to the stemmer module 430


The stemmer module 430 processes each query term to identify variations in stemming for each query term. For example, the stemmer module 430 may process a query term “run” and develop a query that includes “ran,” “runs,” and “running,” so that the search is expanded to include obvious variations in query terms. Stemming for multiple languages may be supported using DLLs. The query terms are then passed to the speller module 440.


The speller module 440 spell checks each query term to identify possible misspelled query terms. The speller module 440 may flag possible misspelled words and suggest correct spellings to the user. Alternatively, the speller module 440 may automatically correct misspelled query terms before the terms are sent to the providers. The speller module 440 may also generate a confidence value, which consists of a numerical value within a given range representing a level of confidence that the query term is misspelled and that the suggested word is actually what should replace the misspelled query term. The query terms are then sent, along with any suggested replacement spellings, to the context generator 450.


The context generator 450 identifies the context from which the query is generated. For example, if the query is generated and sent from a word processor, the context generator 450 may introduce information regarding the source of the query (e.g., the word processor, its version number, operating system, etc.). In addition, other context such as the text surrounding the query terms may also be identified by the context generator 450.


The search processor module 220 may also provide other functionality. For example, the search processor module 220 may include one or more modules to determine linguistic characteristics of a query. The linguistic characteristics may include the language in which the query is written and other grammatical characteristics of the query.


Referring now to FIG. 5, the query router module 230 will be described in greater detail. The query router module 230 includes one or more service recognizers 510, a global recognizer 520, and a router module 550. Each service that is identified in the registry 220 of the personal computer 2 includes a service recognizer 510. The service recognizer 510 may include a list of terms or phrases that describe the contents of the service and allow the service recognizer 510 to determine if the service would be a good fit for a particular search query. As used herein, the phrase “good fit” means that a particular service is likely to have relevant information based on an analysis by a service recognizer of the content of a query.


If the service recognizer 510 for a particular service determines that a query would be a good fit for the service, the query is passed to the router module 550. Alternatively, if the particular service determines that a query would not be a good fit for the service, the query is blocked for that particular service.


The global recognizer 520 includes logic that applies to all services. For example, the global recognizer 520 may include lists of words that will not be searched. This may be beneficial, for example, to implement a system to handle the blocking of offensive content. In addition, the global recognizer 520 may also be augmented to check that the query is well formed. Further, the global recognizer 520 may also make determinations based on the content of a query string, such as, for example, determining if a query includes a phone number by identifying a seven-digit number that is separated by dashes or parentheses.


The router module 550 facilitates the routing of the query to one or more services of one or more providers. For example, the router module may package the query into a standard XML search request, as described below with reference to FIG. 15.


Referring now to FIG. 6, an illustrative provider 285 will be described. The provider 285 is a server-side provider because it resides on a remote server and is connected to the research library application 205 through the network 280. A server-side provider may be located on an intranet and made available through a LAN or WAN, or may be located on a remote server and made available through the Internet. Alternatively, as noted above, client-side providers residing on the personal computer 2 are also possible and may be structured similarly to server-side providers. An unlimited number of providers may be used.


The provider 285 includes a list of services 610 that includes an entry for each service that the provider 285 offers. Example services 612 and 614 are illustrated. The provider also includes a translator module 650, if needed, to translate search requests from the research library application 205.


According to one embodiment, the provider 285 may return a synopsis of each search result that may be relevant to the query, such as, for example, a title and a short synopsis. The provider 285 may also provide additional information related to each search result such as, for example, the cost associated with viewing, accessing, or downloading each search result. In addition, a provider 285 may also return “rich” data, which may include formatting and forms which allow a user to filter results of the search.


According to various other embodiments, the provider 285 may also return results other than search results. For example, if the provider fails to have any relevant search results for a given query, the provider 285 can return a null search result set. Further, if a test query (described below) has been sent, the provider 285 can return a positive or negative test search result depending on whether or not the provider 285 contains relevant information.


The research library application 205 is configured to communicate with one or more providers including one or more services. Each provider may be configured in a different manner. Therefore, the illustrative provider 285 is only an example configuration. Any configuration is possible for a provider 285 as long as the provider can interpret the query sent by the query module 230 of the research library application 205 and return results that can be interpreted by the results collector module 240.


Referring now to FIG. 7, an illustrative results collector module 240 will be described. The results collector module 240 may comprise modules including an asynchronous results collector 710, an error message handler 720, and a results post-processor 730.


The asynchronous results collector 710 collects the search results, such as a standard XML search result described with reference to FIG. 16 below, sent by the one or more providers. The asynchronous results collector 710 then forwards the results to the results user interface 214 for display. In the illustrative embodiment, the asynchronous results collector 710 provides the search results asynchronously, so that the results can be displayed as the results are received.


The error message handler 720 is configured to handle error messages returned from the providers. For example, if the provider 285 does not have any relevant information and returns a null search result, the error message handler 720 will process this result and cause the results user interface 214 to indicate that the particular provider 285 has no relevant information for a given query. Other error messages may include, without limitation, a failure to connect to the particular provider or service, a failure in authentication for a particular service, a failure to receive a response from the particular service in a configurable amount of time, or a failure to provide a query in a format that could be interpreted by the service.


In one embodiment, the results from the search results are returned asynchronously to the results user interface 214 as received by the results collector 240, and the results are presented according to the provider from which they originated. Optionally, the results post-processor 730 may processor the search results from multiple providers to present the results in alternative formats. For example, the results post-processor 730 may combine the results from two or more services, removing duplicate results and listing the most relevant results first. The results post-processor 730 could also, for example, segregate free results from those for which the user may have to pay to view, access, or download.


Referring now to FIG. 8, the results user interface 214 displays the results from the search query and may include a UI translator 810 and a results display 820. The UI translator 810 translates the results from the provider to a display format to be displayed. Any display format can be used, such as, for example, text, hypertext markup language, etc.


Depending on how the results collector module 240 is configured, the results may be displayed according to the provider and/or service from which they came, or the results may be displayed in combination according to their relevance.


The results display 820 displays the results to the user. A physical representation of an example graphical user interface including one embodiment of the results display 820 of the results user interface 214 is shown in and described with respect to FIG. 9. Alternatively, as described further below, the results may also be displayed in context within an application program, such as application program 206, so that a user may initiate a query and receive results without leaving the application program 206.


Referring now to FIG. 9, an example embodiment of a graphical user interface (“GUI”) utilized in various embodiments of the invention will be described. In one embodiment, the search user interface 212 and the results user interface 214 are combined into a single interface. However, it is possible that the two interfaces can be separated. In alternative embodiments, the GUI may be implemented as part of the application program 206, as described below. The GUI may include a variety of components, each described in detail below.


A query box 910 provides a place for a user to enter a query. The query box 910 accepts alphanumeric characters and may be limited in length, if desired. For example, the query box 910 in the example embodiment is limited to 255 Unicode characters. However, queries of greater length are also possible. The query box will also accept standard search operators such as, for example, wildcard characters (e.g., “?” (single character) and “*” (multiple character)), boolean characters (e.g., “+” (AND), “˜” (OR), and “−” (NOT)), and phrases enclosed in quotations. If a query is sent from another application (for example, using the method of highlighting text and then selecting one or more action items from a menu), such as application program 206, to the research library application 205, it is unnecessary for the user to enter the query in the query box 910.


A previous query dropdown 920 allows a user to view and select from previous queries. A “Go” button 930 allows the user to initiate a search once the query has been entered in the query box 910. The user may alternatively hit the Enter key on the user's keyboard. Once a search has been initiated, the button 930 changes to a “Stop” button, so that a user may terminate a search, if desired. A user may also terminate a search by entering a new query in the query box 910 and hitting the “Go” button 930. The button 930 may be disabled if there is no text in the query box 910.


A source box 940 includes a source filter dropdown 941 with a source drop box 942 that allows the user to select among different categories and/or services to search. In the example embodiment, the following categories are used: Reference Books, Research Sites, Intranet Sites and Portals, and File Search. Other categories can be added depending on the type of providers available. Subcategories under each category may also be defined. Under each category and/or subcategory, one or more providers and/or services may be listed, as shown. If the category or provider/service within the source box 940 is changed after a query has been completed, a new search will be generated with the same query for the new category or provider/service selected.


Navigational forward and backward buttons 950 and 952 allow the user to move forward and backward between searches. Additional navigation buttons may include dropdown menus to allow for the selection of previous queries based on the previous query text. Typically, previous searches will be cached so that it is unnecessary to run the same query multiple times in a single session.


The results of a query are displayed in the results area 960 (note that the source drop box 942 is temporarily covering a portion of the results area 960). The results area 960 includes a scroll bar 962, an up arrow (temporarily covered by the source drop box 942), and a down arrow 966 that appear when the results are too long for a single results area pane, thereby requiring scrolling to view all of the results. A change research settings link 968 at the bottom of the results area 960 allows access to the options dialog box 330.


Within the results area 960, the results of the search are displayed in a hierarchy. The top level of the hierarchy is the provider names. A short search status may be presented next to the provider name. For example, if the provider is unavailable, the short search status may indicate “Unavailable.” More detailed search status may be provided below the provider name. For example, if the provider is unavailable, the detailed search status may state, “This service is currently not available. Please try again later.” If a provider does return search results, the number of results may be displayed, such as “(1-5 of 20).”


Below the provider names may be service names, if a provider has more than one service. Underneath the service names are the results of the query 982, 984, and 986. The services and results displayed under each provider may be expanded and collapsed, as desired. Under each result, a synopsis of the result may be provided, along with, for example, an icon representing the type of document and a price for viewing, accessing, and/or downloading the result. Other information and or action may be provided in the results area 960. For example, a particular graphic associated with a particular provider and/or service may be displayed along with the results from the provider and/or service.


Referring again to FIG. 2, aspects of the alternative matches service module 250 and service manager module 260 will be described. The alternative matches service module 250 receives information regarding the query from the search processor 220 and may suggest enhancements for the query to the user. For example, if the search processor 220 indicates that one or more query terms may be misspelled, the search processor 220 communicates this information to the alternative matches service module 250, which may then forward the information to the results collector 240 for presentation to the user.


The alternative matches service module 250 may also identify services that are not selected by the user to be searched but may contain relevant information. For example, the alternative matches service module 250 may utilize the service recognizer 510 of each service that has not been selected by the user to search. If the service recognizer 510 determines that a service would be a good fit for a query, the alternative matches service module 250 may communicate this information to results collector 240 for presentation to the user. Alternatively, this information can be communicated to the query router 230, and a query can be routed to the particular service without intervention from the user. This latter feature may be configurable by the user.


The service manager module 260 functions to keep a list of all providers and services in memory 6. The service manager module 260 can obtain an updated list of providers and services from the registry options module 265 after specific events such as, for example, the initialization of the research library application 205, when the source filter 940 is accessed, or whenever the service manager module 260 is updated.


In addition, the service manager module 260 can request that one or more providers and/or services update their registration information. This request can be in the form of a provider information update request, described in detail with reference to FIG. 17. The service manager module 260 can generate such a request at periodic intervals or as prompted by the registry options module 265. The service manager module 260 will update its list of providers and services when a provider information update response, described in detail with respect to FIG. 18, is received from a provider.


Referring now to FIG. 10, the registry options module 265 is shown in greater detail. The registry options module 265 may communicate with the registry 220 of the personal computer 2. The registry options module 265 may include a provider/service list 1010, a user settings module 1020, and a service manager module 1030. The provider/service list 1010 is a list of each provider and/or service and all of the information associated with that provider and/or service. For example, information for each provider and/or service may include provider address, provider name, service name, categories, and service recognizer, as described with reference to FIG. 19.


The user settings module 1020 may be accessed, for example, using the research library options link 968. The user setting module 1020 allows the user to configure the research library application 205 as desired. Many features of the research library application 205 may be configurable. For example, the length of time allowed for a particular provider to respond to a query may be configured. The number of results displayed from each provider and how the results are displayed may be set. The research library application 205 can be configured to automatically query services that the user has not selected, but that the alternative matches service module 250 has identified as being a good fit for the query. Other features may also be configured using the user settings module 1020.


The service manager module 1030 manages the provider information associated with each provider. The service manager module 1030 may, for example, cause the service manager module 260 to generate a provider information update request when the information for a certain provider has matured for a given amount of time. Further, a provider information update request can be generated when information related to particular service is incomplete or when the user manually requests that the information be updated.


In addition, the service manager module 1030 may also cause the service manager module 260 to generate a provider information update request when the service manager module 1030 receives information related to a new provider or service to be added. An unlimited number of services can be registered. For example, a known provider can include information about a new service. This information about the new service may be, for example, the new service name, the categories to which the new service should belong, etc. Based on this information, a provider information update request can be forwarded to the new service, and the new service can respond with a provider information service response. Based on this response, the new service can be registered with the research library application 205.


Referring now to FIG. 11, a routine 1100 will be described that illustrates the operation of the research library application 205 according to one embodiment of the invention. The routine 1100 begins at operation 1110, where a user enters a query in, for example the query entry box 910. Then, control is passed and the query is processed by, for example, the search processor module 220. This processing may include, for example, word breaking, stemming, spell checking, and context generation.


Once the query has been processed, control is passed to decisional operation 1125, which determines whether at least one service remains to be analyzed. If a service remains to be analyzed, control is passed to operation 1130, in which the particular service recognizer for the particular service is used to analyze the query. Then, in decisional operation 1135, a determination is made as to whether the particular service is a good fit for the query. If the service is a good fit for the query, control is passed to operation 1140, in which the query router module 230, for example, will route the query to the particular service, and control is then passed back to operation 1125. Alternatively, if the particular service is not a good fit, control is passed back to operation 1125.


If decisional operation 1125 determines that there are no additional services to be analyzed, control is passed to decisional operation 1127. In decisional operation 1127, a determination is made as to whether at least one service of one provider has been queried. If no service has been queried, control is passed to operation 1150 and a signifier of no results is displayed in the results user interface 214.


If, however, at least one service of one provider has been queried, in operation 1160 the results from the query are received from one or more providers and one or more services. If, in decisional operation 1165, no results have been received in a given period of time, control is passed to operation 1150 and a signifier of no results is displayed in the results user interface 214. Alternatively, if operation 1165 determines that results have been received, in operation 1170 the results are processed by, for example, the results collector module 240. Then, control is passed to operation 1180, and the results of the query are displayed using, for example, the results user interface 214.


Referring now to FIG. 12, a routine 1200 will be described illustrating the graphical user interface for the query and results user interfaces 212 and 214 according to one embodiment. The routine 1200 begins in operation 1210, where the user invokes the research library application 205. There are several methods by which the user may do this. For example, the user may specifically initiate the research library application 205. Additionally, the user may, from within another program, such as application program 206, initiate an instance of the research library application 205.


Once the research library application 205 has been initialized, in operation 1220 a blank search pane including instructions on how to use the research library application 205 is presented. In operation 1230, the user may enter a query in the query entry box 910. The user may then hit the “Go” button 930 or, alternatively, simply hit the Enter key on the user's keyboard.


Next, in operation 1240, the display enters a searching mode in which, for example, the text “Searching . . . ” is displayed in the results area 960. In addition, the “Go” button 930 is transformed into a “Stop” button. Next, in decisional operation 1245, the program determines if the user has hit the “Stop” button before results have been received from one or more providers. A user may stop a query at this time by hitting the “Stop” button or by entering a new query and hitting the “Go” button or Enter. If the user has stopped the query before results are received, control is passed to operation 1260, and a signifier of no results is displayed in the results user interface 214.


Alternatively, if the user has not stopped the query, decisional operation 1247 determines whether at least one provider has returned at least one result. If no results have been returned, control is passed to operation 1260, and a signifier of no results is displayed in the results user interface 214. If results have been returned, control is passed to decisional operation 1249, which determines how the results are to be displayed. If the results are to be displayed by service, control is passed to operation 1250, and the results are to be displayed according to the service that returned each respective result. Alternatively, if the results are to be displayed according in combination according to relevance, the results from the difference services are combined, duplicate results are removed, and the results are displayed according to relevance. The results may then be displayed in the results area 960.


Operations 1210, 1220, and 1230 may be eliminated if the user has initiated a search from another application and indicated within that application what the query is. For example, within a word processor, a user may highlight a specific block of text and initiate a query based on that block of text. It would therefore not be necessary for the user to enter the text in the query text box 910 or hit the “Go” button 930. The text would automatically be entered into the query text box 910 and the search initiated.


In FIGS. 13 and 14, routines 1300 and 1400 for the query router module 230 will be described. Although only a single sequence for a single service is shown in the figures, multiple sequences would be performed if multiple services are to be analyzed. Referring now to FIG. 13, the routine 1300 beings in operation 1310 where a query string is provided to the query router module 230 after the search processor module 220 has processed the query string. Next, in operation 1320, the service recognizer of the service is applied to the query string. In decisional operation 1325, the service recognizer determines whether the particular service would be a good fit for the query string. This may be accomplished, for example, by comparing each query term of the query string with a list of keywords or phrases contained in the service recognizer, or by using other logic. Based on matching of one or more keywords or phrases with one or more of the query terms, a determination can be made as to whether the service is a good fit for the query string.


If the particular service is a good fit, control is passed to operation 1327, and it is determined whether the particular service has been selected by the user to be queried. If the service has been selected to be queried, control is passed to operation 1330, and the router module 550 builds and sends a query to the particular service. Alternatively, if the service has not been selected by the user to be queried, the particular service may be suggested to the user as an alternative source of relevant information.


If, in operation 1325, it is determined that the particular service is not a good fit for the query string, control is passed to operation 1340 and the particular service is blocked from receiving a query.


Operations 1327 and 1350 may be eliminated depending on the configuration of the research library application 205. For example, if the research library application 205 is configured to send a query to a particular service that is determined to be a good fit, no matter whether or not the service has been selected to be searched by the user, control may be passed directly from operation 1325 to operation 1330, and a query may be sent to the particular service.


Referring now to FIG. 14, an alternative routine 1400 for identifying services and routing queries to services will be described. The routine 1400 begins in operation 1410, where a query string is provided to the query router module 230 after the search processor module 220 has processed the query. Next, in operation 1420, the service recognizer of the service is applied to the query string. In decisional operation 1425, the service recognizer determines whether the particular service would be a good fit for the query string. If the particular service is a good fit, control is passed to operation 1430, and a test query is sent by the router module 550 to the service. A test query may include a portion of or the entire query string. Next, in operation 1440, a timer is set.


Next, in decisional operation 1445, the program determines if a result from the service has been received. The result from the service may consist simply of identification information to identify the particular service and a boolean “Yes” if the service does contain relevant information, and a “No” if the service does not contain relevant information. If a result is received, control is passed to decisional operation 1447 to determine if the particular service has relevant information. If the response from the particular service is positive, control is passed to operation 1450, and a full query is sent by the router module 550 to the service. Alternatively, instead of sending a query to the service, the particular service could be suggested to the user as a possible source of relevant information.


If, in operations 1425, 1445, or 1447, the decisional operation is in the negative, control is passed to operation 1460 and a query to the particular service is blocked.


Various data structures may be used to communicate between the different modules comprising the research library application 205 and between the research library application 205 and the providers. For example, referring now to FIG. 15, an illustrative data structure 1500 for a search request to a provider will be described. The data structure 1500 may include the following parameters: RequestID 1510, Tracking/Origin 1520, Tracking/Destination 1530, Return Format/Type 1540, Return Format/Language 1550, Query/Original 1560, Query/Keywords 1570, and Query/Context 1580. The RequestID 1510 parameter is a random ID generated to identify the query. The Tracking/Origin 1520 parameter is the origin of the query, such as, for example, a process identification number (“PID”). The Tracking/Destination 1530 parameter is the ID for the destination service for the query such as, for example, the names or identifications for the services with the provider that should be searched. The Return Format/Type 1540 parameter is the format expected by the application program for the search results such as, for example, RRXML or another defined format. The Return Format/Language 1550 is the language the query is in such as, for example, English, Spanish, etc. The Query/Original 1560 parameter is the original query string. The Query/Keywords 1570 parameter is the query terms created during word breaking and stemming by the search processor module 220. The Query/Context 1580 parameter is the application from which the query originated.


Referring now to FIG. 16, an illustrative data structure 1600 for a search response from a provider will be described. The data structure 1600 may include the following parameters: Query ID 1610, Provider ID 1620, Result Block from Service 11630, and Result Block from Service 21640. The Query ID 1610 parameter identifies the specific query. The Provider ID 1620 parameter identifies the specific provider from which the results have been sent. The Result Block from Service 11630 parameter includes, for example, the number of results and the information related to each of the results. The Result Block from Service 21640 parameter includes similar data. Additional Result Blocks may be included if more than two services for a particular provider have been searched.


Referring now to FIG. 17, an illustrative data structure 1700 for a provider information update request will be described. The data structure 1700 may include the following parameters: Protocol Version Number 1710, Provider Revision 1720, and Information Request Flag 1730. The Protocol Version Number 1710 parameter is the protocol version supported by the research library application 205. The Provider Revision 1720 parameter is the current revision of the provider as registered. The Information Request Flag 1730 parameter is a boolean flag that indicates to the provider that the data structure is a request for updated registration information.


Referring now to FIG. 18, an illustrative data structure 1800 for a provider information update response will be described. The data structure 1800 may include the following parameters: Provider Address 1810, Provider Name 1820, Protocol Version Number 1830, Provider Revision 1840, Provider Properties 1850, Service List 1860, Language SKU 1870, and Country SKU 1880. The Provider Address 1810 parameter is the address of the provider such as, for example, a path name or IP address. The Provider Name 1820 parameter is the name of the provider. The Protocol Version Number 1830 parameter is the protocol version supported by the research library application 205. The Provider Revision 1840 parameter is the latest revision of the provider. The Provider Properties 1850 parameter includes basic properties of the provider such as, for example, provider name, path, etc. The Service List 1860 parameter includes a list of services, including each service's properties such as, for example, a service recognizer for each service. The Language and Country SKU 1870 and 1880 parameters are SKUs specific to a language and country and allow for the tailoring of content based on location.


Referring now to FIG. 19, an illustrative data structure 1900 for a provider service registration information will be described. The data structure 1900 for the provider service registration information includes the following parameters: Service Name 1910, Categories 1920, and Service Recognizer 1930. The Service Name 1910 parameter is the name of the particular service. The Categories 1920 parameter is the one or more categories to which the service belongs. The Service Recognizer 1930 parameter is the service recognizer for the service and may, for example, consist of a list of keywords.


Many modifications and alternative embodiments are possible. In one alternative embodiment, an advertiser module may be coupled to the query router module 230. The advertiser module may allow one or more services to participate in an advertising program. If a particular service does participate in the advertising program, the advertiser module controls the query router to generate a search query to the particular service even if the user does not choose to search the particular service. Alternatively, the advertiser module can cause one or more services to be displayed more prominently on the search user interfaces.


In another alternative embodiment, the query router module 230 can be configured so that it is unnecessary for the user to select the services to be searched. For example, a user may enter a query and initiate a search. The query router 230, and specifically the service recognizer 510, can be used to identify which services are a good fit and which services are not a good fit for the query. The query router module 230 can then send queries to the services that are a good fit and block queries to services that are not a good fit. In this manner, the selection of the particular services to search can be completely automated.


In yet another alternative embodiment, the search request may include a parental control parameter. This parameter may be used to allow the research library application to request results from the provider that are non-objectionable. If no results from a provider are returned due to the parental control parameter being active, an error response may be provided in the results user interface to indicate that no results have been provided due to the parental control.


Based on the foregoing, those skilled in the art should appreciate that various embodiments of the present invention provide a method, system, apparatus, and computer-readable medium for routing a query to one or more providers. The above specification, examples and data provide a complete description of the manufacture and use of the composition of the invention. Since many embodiments of the invention can be made without departing from the spirit and scope of the invention, the invention resides in the claims hereinafter appended.

Claims
  • 1. A system for routing queries, the system comprising: a processor; and one or more computer-readable storage media on a client side encoding instructions to create a search processor, a service recognizer, a query router, and a results interface, wherein: the search processor configured to receive a query from a user passed by an application program, and to break the query into one or more query terms, wherein the application program is configured to allow the user to highlight a portion of text in a word processing document and select one or more action items from a menu to initiate the query based on the highlighted text;the service recognizer configured to analyze the query terms to identify one or more providers that are matches for the query terms, and to group the providers into a plurality of categories according to information provided by the providers, wherein the one or more providers are determined from any user-selected providers and can include one or more non-selected providers based at least in part on the query terms;the query router configured to route the query terms to providers that are matches, wherein the providers each include a database of information that is queried using the query terms;the results interface configured to present results in context within the application program from the providers that are matches to the user in context within the application program, results being displayed according to each provider that returned each result;the results interface displaying: a dropdown menu that when selected allows the user to select from displayed prior queries based upon previous query text; and forward and backward buttons that allow the user to move forward and backward between the prior queries generated by the search processor and included within the dropdown menu and shown in the results interface, wherein the results from the providers that are matches are stored on the one or more computer-readable storage media.
  • 2. The system of claim 1, wherein the search processor is further configured to parse the query, break the query into the query terms, stem at least one of the query terms, spell check at least one of the query terms, and generate context based on an origin of the query.
  • 3. The system of claim 1, wherein the service recognizer is further configured to compare the query terms to a list of terms for each of the providers to identify the providers that are matches for the query terms.
  • 4. The system of claim 1, wherein the service recognizer is further configured to send a test query including at least a portion of the query to a particular provider and determine whether or not the particular provider is a match based on a response to the test query from the particular provider.
  • 5. The system of claim 1, wherein the dropdown menu is separate from the forward and backward buttons.
  • 6. A method for routing a query, the method comprising: receiving a query from a user passed by an application program on a client side, including: allowing the user to highlight text in a word processing document; andallowing the user to select one or more action items from a menu to initiate the query;processing the query on the client side to create one or more query terms;analyzing the query terms on the client side to identify one or more providers that are matches for the query terms;sending a test query including at least a portion of the query to a particular provider;determining whether or not the particular provider is a match based on a response to the test query from the particular provider;grouping the providers into a plurality of categories on the client side according to information provided by the providers;allowing the user to select a category from the plurality of categories on the client side to route the query;querying the providers that are matches;assembling results from the providers into a hierarchy, the hierarchy including a top level having each provider's name and a status for each provider indicating whether or not the provider is available, and the hierarchy including a bottom level listing search results for one or more of the providers; andpresenting the results from the providers to the user in context within a results interface of the application program.
  • 7. The method of claim 6, wherein the step of processing the query further comprises analyzing the query to identify patterns in the query.
  • 8. The method of claim 6, wherein the step of processing the query further comprises: parsing the query;breaking the query into the query terms;stemming at least one of the query terms;spell checking at least one of the query terms; andgenerating context based on an origin of the query.
  • 9. The method of claim 6, wherein the step of analyzing the query terms further comprises comparing the query terms to a list of terms for each of the providers to identify the providers that are matches for the query terms.
  • 10. The method of claim 6, further comprising: presenting a dropdown within the results interface that allows the user to select from prior query terms; andpresenting forward and backward buttons within the results interface that allow the user to move forward and backward between the results generated by the search processor and shown in the results interface.
  • 11. A method for routing a query, the method comprising: allowing a user to highlight text in a word processing program to initiate the query based on the highlighted text;receiving, by an application program, the query from the word processing program on a client side;processing the query on the client side to create one or more query terms, and to identify patterns in the query;comparing the query terms on the client side to a list of terms for each provider of one or more providers to identify providers that are matches for the query terms, wherein the one or more providers are determined from any user-selected providers and can include one or more non-selected providers based at least in part on the query terms;grouping the providers into a plurality of categories according to information provided by the providers;allowing the user to select a category from the plurality of categories to route the query to the providers that are matches; querying the providers that are matches;presenting results from the providers that are matches to the user in context within a results interface of the word processing program, the results being displayed according to each provider that returned each result;displaying a dropdown menu within the results interface that when selected allows the user to select from displayed prior queries based upon previous query text;and presenting forward and backward buttons within the results interface that allow the user to move forward and backward between the prior queries generated by a search processor, included in the dropdown menu and shown in the results interface, wherein the results from the providers that are matches are stored on one or more computer-readable storage media.
  • 12. The method of claim 11, wherein the step of processing the query further comprises: parsing the query;breaking the query into the query terms;stemming at least one of the query terms;spell checking at least one of the query terms; andgenerating context based on an origin of the query.
US Referenced Citations (415)
Number Name Date Kind
4674065 Lange et al. Jun 1987 A
4791587 Doi Dec 1988 A
4868750 Kucera et al. Sep 1989 A
5005127 Kugimiya et al. Apr 1991 A
5020019 Ogawa May 1991 A
5128865 Sadler Jul 1992 A
5159552 van Gasteren et al. Oct 1992 A
5251130 Andrews et al. Oct 1993 A
5267155 Buchanan et al. Nov 1993 A
5287448 Nicol et al. Feb 1994 A
5297039 Kanaegami et al. Mar 1994 A
5303151 Neumann Apr 1994 A
5317546 Balch et al. May 1994 A
5337233 Hofert et al. Aug 1994 A
5341293 Vertelney et al. Aug 1994 A
5351190 Kondo Sep 1994 A
5386564 Shearer et al. Jan 1995 A
5392386 Chalas Feb 1995 A
5418902 West et al. May 1995 A
5446891 Kaplan et al. Aug 1995 A
5522089 Kikinis et al. May 1996 A
5535323 Miller et al. Jul 1996 A
5541836 Church et al. Jul 1996 A
5546521 Martinez Aug 1996 A
5581684 Dudzik et al. Dec 1996 A
5596700 Darnell et al. Jan 1997 A
5617565 Augenbraun et al. Apr 1997 A
5625783 Ezekiel et al. Apr 1997 A
5627567 Davidson May 1997 A
5627958 Potts et al. May 1997 A
5629846 Crapo May 1997 A
5634019 Koppolu et al. May 1997 A
5640560 Smith Jun 1997 A
5657259 Davis et al. Aug 1997 A
5685000 Cox Nov 1997 A
5708825 Sotomayor Jan 1998 A
5715415 Dazey et al. Feb 1998 A
5717923 Dedrick Feb 1998 A
5752022 Chiu et al. May 1998 A
5761689 Rayson et al. Jun 1998 A
5764794 Perlin Jun 1998 A
5765156 Guzak et al. Jun 1998 A
5781189 Holleran et al. Jul 1998 A
5781904 Oren et al. Jul 1998 A
5794257 Liu et al. Aug 1998 A
5799068 Kikinis et al. Aug 1998 A
5802253 Gross et al. Sep 1998 A
5802262 Van De Vanter Sep 1998 A
5802299 Logan et al. Sep 1998 A
5802530 van Hoff Sep 1998 A
5805911 Miller Sep 1998 A
5809318 Rivette et al. Sep 1998 A
5815830 Anthony Sep 1998 A
5818447 Wolf et al. Oct 1998 A
5819273 Vora et al. Oct 1998 A
5821931 Berquist et al. Oct 1998 A
5822539 van Hoff Oct 1998 A
5822720 Bookman et al. Oct 1998 A
5826025 Gramlich Oct 1998 A
5832100 Lawton et al. Nov 1998 A
5845077 Fawcett Dec 1998 A
5845278 Kirsch et al. Dec 1998 A
5848386 Motoyama Dec 1998 A
5855007 Jovicic et al. Dec 1998 A
5859636 Pandit Jan 1999 A
5872973 Mitchell et al. Feb 1999 A
5875443 Nielsen Feb 1999 A
5877757 Baldwin et al. Mar 1999 A
5884266 Dvorak Mar 1999 A
5892919 Nielsen Apr 1999 A
5893073 Kasso et al. Apr 1999 A
5893132 Huffman et al. Apr 1999 A
5895461 De La Huerga et al. Apr 1999 A
5896321 Miller et al. Apr 1999 A
5900004 Gipson May 1999 A
5907852 Yamada May 1999 A
5911138 Li et al. Jun 1999 A
5913214 Madnick et al. Jun 1999 A
5920859 Li Jul 1999 A
5924099 Guzak et al. Jul 1999 A
5933139 Feigner et al. Aug 1999 A
5933140 Strahonr et al. Aug 1999 A
5933498 Schneck et al. Aug 1999 A
5940614 Allen et al. Aug 1999 A
5944787 Zoken Aug 1999 A
5946647 Miller et al. Aug 1999 A
5948061 Merriman et al. Sep 1999 A
5956681 Yamakita Sep 1999 A
5974409 Sanu et al. Oct 1999 A
5974413 Beauregard et al. Oct 1999 A
5978754 Kumano Nov 1999 A
5983216 Kirsch et al. Nov 1999 A
5983218 Syeda-Mahmood Nov 1999 A
5987402 Murata et al. Nov 1999 A
5987480 Donohue et al. Nov 1999 A
5991719 Yazaki et al. Nov 1999 A
5995756 Herrmann Nov 1999 A
5995979 Cochran Nov 1999 A
6006265 Rangan et al. Dec 1999 A
6006279 Hayes Dec 1999 A
6012055 Campbell et al. Jan 2000 A
6014616 Kim Jan 2000 A
6018761 Uomini Jan 2000 A
6026388 Liddy et al. Feb 2000 A
6028605 Conrad et al. Feb 2000 A
6029135 Krasle Feb 2000 A
6029171 Smiga et al. Feb 2000 A
6031525 Perlin Feb 2000 A
6052531 Waldin et al. Apr 2000 A
6061516 Yoshikawa et al. May 2000 A
6061701 Hirai et al. May 2000 A
6064951 Park et al. May 2000 A
6067087 Krauss et al. May 2000 A
6072475 Van Ketwich Jun 2000 A
6073090 Fortune et al. Jun 2000 A
6085201 Tso Jul 2000 A
6088711 Fein et al. Jul 2000 A
6092074 Rodkin et al. Jul 2000 A
6102969 Christianson et al. Aug 2000 A
6108640 Slotznick Aug 2000 A
6108674 Murakami et al. Aug 2000 A
6112209 Gusack Aug 2000 A
6121968 Arcuri et al. Sep 2000 A
6122647 Horowitz et al. Sep 2000 A
6126306 Ando Oct 2000 A
6137911 Zhilyaev Oct 2000 A
6141005 Hetherington et al. Oct 2000 A
6151643 Cheng et al. Nov 2000 A
6154738 Call Nov 2000 A
6167469 Safai et al. Dec 2000 A
6167523 Strong Dec 2000 A
6167568 Gandel et al. Dec 2000 A
6173316 De Boor et al. Jan 2001 B1
6182029 Friedman Jan 2001 B1
6185550 Snow et al. Feb 2001 B1
6185576 McIntosh Feb 2001 B1
6199046 Heinzle et al. Mar 2001 B1
6199081 Meyerzon et al. Mar 2001 B1
6208338 Fischer et al. Mar 2001 B1
6216141 Straub et al. Apr 2001 B1
6219698 Iannucci et al. Apr 2001 B1
6246404 Feigner et al. Jun 2001 B1
6262728 Alexander Jul 2001 B1
6272074 Winner Aug 2001 B1
6272505 De La Huerga Aug 2001 B1
6282489 Bellesfield et al. Aug 2001 B1
6282537 Madnick et al. Aug 2001 B1
6291785 Koga et al. Sep 2001 B1
6292768 Chan Sep 2001 B1
6295061 Park et al. Sep 2001 B1
6297822 Feldman Oct 2001 B1
6300950 Clark et al. Oct 2001 B1
6308171 De La Huerga Oct 2001 B1
6311152 Bai et al. Oct 2001 B1
6311177 Dauerer et al. Oct 2001 B1
6311194 Sheth et al. Oct 2001 B1
6320496 Sokoler et al. Nov 2001 B1
6323853 Hedloy Nov 2001 B1
6336125 Noda et al. Jan 2002 B2
6336131 Wolfe et al. Jan 2002 B1
6338059 Fields et al. Jan 2002 B1
6339436 Amro et al. Jan 2002 B1
6339755 Hetherington et al. Jan 2002 B1
6339767 Rivette et al. Jan 2002 B1
6347398 Parthasarathy et al. Feb 2002 B1
6349295 Tedesco et al. Feb 2002 B1
6353926 Parthesarathy et al. Mar 2002 B1
6360222 Quinn Mar 2002 B1
6381742 Forbes et al. Apr 2002 B2
6382350 Jezewski et al. May 2002 B1
6392668 Murray May 2002 B1
6396515 Hetherington et al. May 2002 B1
6401067 Lewis et al. Jun 2002 B2
6408323 Kobayashi et al. Jun 2002 B1
6413100 Dickmeyer et al. Jul 2002 B1
6415304 Horvitz Jul 2002 B1
6421678 Smiga et al. Jul 2002 B2
6424979 Livingston et al. Jul 2002 B1
6424980 Iizuka et al. Jul 2002 B1
6434567 De La Huerga Aug 2002 B1
6438545 Beauregard et al. Aug 2002 B1
6441753 Montgomery Aug 2002 B1
6442545 Feldman et al. Aug 2002 B1
6442591 Haynes et al. Aug 2002 B1
6456304 Anguilo et al. Sep 2002 B1
6470091 Koga et al. Oct 2002 B2
6473069 Gerpheide Oct 2002 B1
6477510 Johnson Nov 2002 B1
6480860 Monday Nov 2002 B1
6493006 Gourdol et al. Dec 2002 B1
6498982 Bellesfield Dec 2002 B2
6507839 Ponte Jan 2003 B1
6510504 Satyanarayanan Jan 2003 B2
6516321 De La Huerga Feb 2003 B1
6529899 Kraft et al. Mar 2003 B1
6556972 Bakis et al. Apr 2003 B1
6563514 Samar May 2003 B1
6571253 Thompson et al. May 2003 B1
6591260 Schwarzhoff Jul 2003 B1
6595342 Maritzen Jul 2003 B1
6601075 Huang et al. Jul 2003 B1
6604099 Chung Aug 2003 B1
6615131 Rennard et al. Sep 2003 B1
6629092 Berke Sep 2003 B1
6643650 Slaughter Nov 2003 B1
6654734 Mani Nov 2003 B1
6654932 Bahrs et al. Nov 2003 B1
6717593 Jennings Apr 2004 B1
6718516 Claussen et al. Apr 2004 B1
6724403 Santoro et al. Apr 2004 B1
6728679 Strubbe et al. Apr 2004 B1
6732090 Shanahan et al. May 2004 B2
6732361 Andreoli et al. May 2004 B1
6741994 Kang et al. May 2004 B1
6742054 Upton, IV May 2004 B1
6745178 Emens et al. Jun 2004 B1
6745208 Berg et al. Jun 2004 B2
6766326 Cena Jul 2004 B1
6785670 Chiang et al. Aug 2004 B1
6795808 Strubbe et al. Sep 2004 B1
6802061 Parthasarathy et al. Oct 2004 B1
6826726 Hsing et al. Nov 2004 B2
6829631 Forman et al. Dec 2004 B1
6845499 Srivastava et al. Jan 2005 B2
6857103 Wason Feb 2005 B1
6859908 Clapper Feb 2005 B1
6868525 Szabo Mar 2005 B1
6874125 Carroll et al. Mar 2005 B1
6874143 Murray et al. Mar 2005 B1
6880129 Lee et al. Apr 2005 B1
6883137 Girardot et al. Apr 2005 B1
6889260 Hughes May 2005 B1
6898604 Ballinger May 2005 B1
6901402 Corston-Oliver et al. May 2005 B1
6901403 Bata et al. May 2005 B1
6904560 Panda Jun 2005 B1
6925457 Britton et al. Aug 2005 B2
6925470 Sangudi et al. Aug 2005 B1
6944857 Glaser et al. Sep 2005 B1
6948133 Haley Sep 2005 B2
6950831 Haley Sep 2005 B2
6950982 Dourish Sep 2005 B1
6957385 Chan et al. Oct 2005 B2
6963867 Ford et al. Nov 2005 B2
6964010 Sharp Nov 2005 B1
6964053 Ho et al. Nov 2005 B2
6968346 Hekmatpour Nov 2005 B2
6975983 Fortescue et al. Dec 2005 B1
6976090 Ben-Shaul et al. Dec 2005 B2
6976209 Storisteanu et al. Dec 2005 B1
6981212 Claussen et al. Dec 2005 B1
6986104 Green et al. Jan 2006 B2
6990654 Carroll, Jr. Jan 2006 B2
7003522 Renar et al. Feb 2006 B1
7003560 Mullen et al. Feb 2006 B1
7013289 Horn et al. Mar 2006 B2
7013303 Faybishenko et al. Mar 2006 B2
7017046 Doyle et al. Mar 2006 B2
7017175 Alao et al. Mar 2006 B2
7024658 Cohen et al. Apr 2006 B1
7028312 Merrick et al. Apr 2006 B1
7032174 Montero et al. Apr 2006 B2
7039859 Sundaresan May 2006 B1
7051076 Tsuchiya May 2006 B2
7082392 Butler et al. Jul 2006 B1
7100115 Yennaco Aug 2006 B1
7111077 Starkovich et al. Sep 2006 B1
7113976 Watanabe Sep 2006 B2
7209915 Taboada et al. Apr 2007 B1
7216351 Maes May 2007 B1
7237190 Rollins et al. Jun 2007 B2
7281245 Reynar et al. Oct 2007 B2
7296230 Fukatsu et al. Nov 2007 B2
7302634 Lucovsky Nov 2007 B2
7325194 Moore et al. Jan 2008 B2
7356537 Reynar et al. Apr 2008 B2
7356615 Cai et al. Apr 2008 B2
7392479 Jones et al. Jun 2008 B2
7421645 Reynar Sep 2008 B2
7454459 Kapoor Nov 2008 B1
20010016880 Cai et al. Aug 2001 A1
20010029605 Forbes et al. Oct 2001 A1
20010041328 Fisher Nov 2001 A1
20010042098 Gupta et al. Nov 2001 A1
20010049676 Kepler et al. Dec 2001 A1
20010049702 Najmi Dec 2001 A1
20010056461 Kampe et al. Dec 2001 A1
20020002590 King et al. Jan 2002 A1
20020003469 Gupta Jan 2002 A1
20020003898 Wu Jan 2002 A1
20020004803 Serebrennikov Jan 2002 A1
20020007309 Reynar Jan 2002 A1
20020023113 Hsing et al. Feb 2002 A1
20020023136 Silver et al. Feb 2002 A1
20020026450 Kuramochi Feb 2002 A1
20020029304 Reynar et al. Mar 2002 A1
20020032775 Venkataramalah et al. Mar 2002 A1
20020035581 Reynar et al. Mar 2002 A1
20020038180 Bellesfield et al. Mar 2002 A1
20020065110 Enns et al. May 2002 A1
20020065891 Malik May 2002 A1
20020066073 Lienhard et al. May 2002 A1
20020078222 Compas et al. Jun 2002 A1
20020087591 Reynar et al. Jul 2002 A1
20020091803 Imamura et al. Jul 2002 A1
20020099687 Krishnaprasad Jul 2002 A1
20020100036 Moshir et al. Jul 2002 A1
20020103794 Chang Aug 2002 A1
20020103829 Manning et al. Aug 2002 A1
20020104080 Woodard et al. Aug 2002 A1
20020107735 Henkin et al. Aug 2002 A1
20020110225 Cullis Aug 2002 A1
20020120685 Srivastava et al. Aug 2002 A1
20020129107 Loughran et al. Sep 2002 A1
20020133523 Ambler et al. Sep 2002 A1
20020149601 Rajarajan et al. Oct 2002 A1
20020156774 Beauregard et al. Oct 2002 A1
20020156792 Gombocz et al. Oct 2002 A1
20020156929 Hekmatpour Oct 2002 A1
20020169802 Brewer et al. Nov 2002 A1
20020175955 Gourdol et al. Nov 2002 A1
20020178008 Reynar Nov 2002 A1
20020178182 Wang et al. Nov 2002 A1
20020184247 Jokela et al. Dec 2002 A1
20020188637 Bailey Dec 2002 A1
20020188941 Cicciarelli et al. Dec 2002 A1
20020194166 Fowler Dec 2002 A1
20020196281 Audleman et al. Dec 2002 A1
20020198909 Huynh et al. Dec 2002 A1
20030002391 Biggs Jan 2003 A1
20030004937 Salmenkaita et al. Jan 2003 A1
20030005411 Gerken Jan 2003 A1
20030009489 Griffin Jan 2003 A1
20030014745 Mah et al. Jan 2003 A1
20030018621 Steiner et al. Jan 2003 A1
20030025728 Ebbo et al. Feb 2003 A1
20030030672 Hughes et al. Feb 2003 A1
20030046316 Gergic et al. Mar 2003 A1
20030050911 Lucovsky Mar 2003 A1
20030050924 Faybishenko et al. Mar 2003 A1
20030051236 Pace et al. Mar 2003 A1
20030055818 Faybishenko et al. Mar 2003 A1
20030056207 Fischer et al. Mar 2003 A1
20030081791 Erickson et al. May 2003 A1
20030083910 Sayal et al. May 2003 A1
20030084138 Tavis et al. May 2003 A1
20030088544 Kan et al. May 2003 A1
20030097318 Yu et al. May 2003 A1
20030101190 Horvitz May 2003 A1
20030101204 Watson May 2003 A1
20030101416 McInnes et al. May 2003 A1
20030105806 Gayle et al. Jun 2003 A1
20030106040 Rubin et al. Jun 2003 A1
20030115039 Wang Jun 2003 A1
20030121033 Peev et al. Jun 2003 A1
20030126120 Faybishenko et al. Jul 2003 A1
20030126136 Omoigui Jul 2003 A1
20030140308 Murthy et al. Jul 2003 A1
20030154144 Pokorny et al. Aug 2003 A1
20030158841 Britton et al. Aug 2003 A1
20030158851 Britton et al. Aug 2003 A1
20030167445 Su Sep 2003 A1
20030172343 Leymaster et al. Sep 2003 A1
20030176995 Sukehiro Sep 2003 A1
20030177341 Devillers Sep 2003 A1
20030182258 Sakamoto et al. Sep 2003 A1
20030182391 Leber et al. Sep 2003 A1
20030192040 Vaughan Oct 2003 A1
20030195871 Luo et al. Oct 2003 A1
20030195937 Kircher et al. Oct 2003 A1
20030212527 Moore et al. Nov 2003 A1
20030220795 Arayasantiparb et al. Nov 2003 A1
20030220913 Doganata et al. Nov 2003 A1
20030229593 Raley et al. Dec 2003 A1
20030233330 Raley et al. Dec 2003 A1
20030237049 Sawicki et al. Dec 2003 A1
20040002939 Arora Jan 2004 A1
20040003389 Reynar et al. Jan 2004 A1
20040006564 Lucovsky et al. Jan 2004 A1
20040006741 Radja et al. Jan 2004 A1
20040024875 Horvitz Feb 2004 A1
20040039990 Bakar et al. Feb 2004 A1
20040044959 Shanmugasundaram Mar 2004 A1
20040068694 Kaler Apr 2004 A1
20040075697 Maudlin Apr 2004 A1
20040083218 Feng Apr 2004 A1
20040133846 Khoshatefeh et al. Jul 2004 A1
20040143581 Bohannon Jul 2004 A1
20040162833 Jones et al. Aug 2004 A1
20040165007 Shafron Aug 2004 A1
20040172584 Jones et al. Sep 2004 A1
20040199861 Lucovsky Oct 2004 A1
20040201867 Katano Oct 2004 A1
20040230666 Taboada et al. Nov 2004 A1
20040236717 Demartini et al. Nov 2004 A1
20040243575 Ohashi Dec 2004 A1
20050050164 Burd et al. Mar 2005 A1
20050055330 Britton et al. Mar 2005 A1
20050091607 Satou et al. Apr 2005 A1
20050094850 Nakao May 2005 A1
20050108195 Yalovsky et al. May 2005 A1
20050120313 Rudd et al. Jun 2005 A1
20050155017 Berstis et al. Jul 2005 A1
20050182617 Reynar et al. Aug 2005 A1
20050187926 Britton et al. Aug 2005 A1
20050193335 Dorai et al. Sep 2005 A1
20050278309 Evans et al. Dec 2005 A1
20060026170 Kreitler et al. Feb 2006 A1
20060101005 Yang et al. May 2006 A1
20060173674 Nakajima et al. Aug 2006 A1
20070005702 Tokuda et al. Jan 2007 A1
20070073652 Taboada et al. Mar 2007 A1
20070136261 Taboada et al. Jun 2007 A1
20080021886 Wang-Aryattanwanich et al. Jan 2008 A1
20080046812 Reynar et al. Feb 2008 A1
Foreign Referenced Citations (37)
Number Date Country
2 246 920 Mar 2000 CA
100429655 Oct 2008 CN
ZL 200410005390 Oct 2008 CN
0 364 180 Apr 1990 EP
0 481 784 Apr 1992 EP
0 598 511 May 1994 EP
0 872 827 Oct 1998 EP
0 810 520 Dec 1998 EP
1 093 058 Apr 2001 EP
1 280 068 Jan 2003 EP
1 361 523 Nov 2003 EP
1 376 392 Jan 2004 EP
1 447 754 Aug 2004 EP
64-088771 Apr 1989 JP
05-174013 Jul 1993 JP
08-272662 Oct 1996 JP
09-138636 May 1997 JP
2000-222394 Aug 2000 JP
2000-231566 Aug 2000 JP
2001-014303 Jan 2001 JP
2001-125994 May 2001 JP
2001-522112 Nov 2001 JP
2002-041353 Feb 2002 JP
2002-163250 Jun 2002 JP
2002-222181 Aug 2002 JP
WO 9507510 Mar 1995 WO
WO 9917240 Apr 1999 WO
WO 0054174 Sep 2000 WO
WO 0067117 Nov 2000 WO
WO 0073949 Dec 2000 WO
WO 0118687 Mar 2001 WO
WO 0137170 May 2001 WO
WO 0186390 Nov 2001 WO
WO 0215518 Feb 2002 WO
WO 0242928 May 2002 WO
WO 02099627 Dec 2002 WO
WO 2004012099 Feb 2004 WO
Non-Patent Literature Citations (162)
Entry
Dong-Guk Shin and Lung-Yung Chu, Establishing Logical Connectivity between Query Keywords and Database Contents, Advances in Artificial Intelligence, 12th Biennial Conference of the Canadian Society for Computational Studies of Intelligence, AI'98, Vancouver, BC, Canada, Jun. 18-20, 1998, Proceedings, p. 45-49.
Ho-Chuan Huang, Jon Kerridge, and Shang-Liang Chen, A Query Mediation Approach to Iteroperability of Heterogeneous Databases, Australian Computer Science Communications, vol. 22, No. 2, (1999), p. 41-48.
IEEE 100 The Authoritative Dictionary of IEEE Standards Terms, 2000, IEEE Press, 7th Edition, p. 795.
Jaap C. Hage, Maarten van der Meulen, and Georges Span, Intelligent Information Retrieval from Multiple Databases, Informatica e Diritto, vol. 2, No. 2, (1993), p. 149-164.
Microsoft Press Computer Dictionary, 1997, Microsoft Press, 3rd Edition, p. 355.
Susan Gauch, Jianying Wang, and Satya Mahesh Rachakonda—University of Kansas, A Corpus Analysis Approach for Automatic Query Expansion and Its extension to Multiple Databases, ACM Transactions on Information Systems. vol. 17, No. 3, (Jul. 1999), p. 250-269.
Yigal Arens, Chin Y. Chee, Chun-Nan Hsu and Craig A Knoblock, Retrieving and Integrating Data from Multiple Information Sources, International Journal of Intelligent and Cooperative Information Systems, vol. 2, No. 2 (1993), p. 127-158.
“Altova markup your mind!” http://web.archive.org/web/20021204211721/http://altova.com/products—ide.html, Dec. 2002, pp. 1-3.
“Being ‘Smart’ with Smart Tags in Office XP”, Create for Mississippi, Aug. 2001, http://www.create.cett.msstate.edu/create/howto/smart—tags.pdf, 7 pp.
“Integrated Development Enviorment (IDE)”, http://web.archive.org/web/20020602032242/http:altova.com/products—ide.html, Jun. 2002, pp. 1-2.
“Intelligent Text Processing: About”, http://www.syntalex.co.uk/about/about.html, download date: Aug. 7, 1999, 1 pp.
“Intelligent Text Processing: Automatic Cross-Referencing”, http://www.syntalex.co.uk/services/acrl.html, download date Aug. 7, 1999, 3 pp.
“Intelligent Text Processing: Case Study: Context”, http://www.syntalex.co.uk/casestudies/context.html, download date: Aug. 7, 1999, 3 pp.
“Microsoft Measurement Converter Smart Tag—Chinese Version”, http://www.jiyang.gov/cn/laiying/My%20Pictures/%E8%B4%E5%BA%86%E8%BE%89/office2003/FILES/PFILES/COMMON/MSSHARED/SMARTTAG/CMEASURE/1003/CHMCABT.HTM, retrieved on Nov. 7, 2006, 2 pp.
“Smart Tags: Dumb Technology?”, webreference.com, Online, Aug. 29, 2001, http://www.webreference.com/xml/column30/3.html, 3 pp.
“Using Flyswat”, http://www.flywsat.com/using.html, download date: Sep. 28, 1999, 1 pp.
“What is Flyswat”, http://www.flyswat.com, download date: Sep. 28, 1999, 5 pp.
“Word 2002 Add in: measurement Converter Smart Tag”, http://www.microsoft.com/downloads/details.aspx?FamilyID=f67fc42c-5f41-4c3f-9d5a-71354471dc32&DisplayLang=en, retrieved on Nov. 9, 2006, 2 pp.
“BizTalk Server 2002 Compiling Maps”, http://msdn.microsoft.com/library/en-us/bts—2002/htm/lat—xmltools—map—concept—drgl.a . . . , Microsoft Corporation, 1999-2001, pp. 1.
“BizTalk Server 2002 Mapper User Interface”, http://msdn.microsoft.com/library/en-us/bts—2002/htm/lat—xmltools—map—concept—codw . . . , Microsoft Corporation, 1999-2001, pp. 1.
“BizTalk Server 2002 Testing Maps”, http://msdn.microsoft.com/library/en-us/bts—2002/htm/lat—xmltools—map—concept—fhhy.a . . . , Microsoft Corporation, 1999-2001, pp. 1-2.
“BizTalk Server 2002 View Links and Functoids by Using Grid Preview”, http://msdn.microsoft.com/library/en-us/bts—2002/htm/lat—xmltools—map—check—fuwn.as . . . , Microsoft Corporation, 1999-2001, pp. 1.
“Chapter 8—Standard Input and Output”, http://www.comp.lancs.ac.uk/computing/users/eiamjw/unix/chap8.html, 3 pp. (Publicly known at least as early as Sep. 26, 2005).
“Handout 38: Spell Checking, Word Counting, and Textual Analysis”, http://courses.cs.emporia.edu/pheattch/courses/2002/cs501s02/hand38/, 3 pp. (Publicly known at least as early as Sep. 26, 2005).
“How to Use XSL to Transform Excel XML Spreadsheet for Server-Side Use”, http://support.microsoft.com/default.aspx?scid=kb;en-us;278976, Microsoft Corporation, Aug. 2004, pp. 1-7.
“InfoPath: Microsoft Names New Product from Office Group”, http://www.microsoft.com/presspass/press/2003/feb03/02-10infopath.mspx, Microsoft Corporation, Oct. 2002-Feb. 2003, pp. 1-4.
“Integrating with External Systems: iPlanet™ Unified Development Server”, Sun Microsystems, Inc., Ver. 5.0, Aug. 2001, pp. 127-156.
“Microsoft BizTalk Server 2002—Using BizTalk Mapper”, http://msdn.Microsoft.com/library/en-us/bts—2002/htm/lat—xmltools—map—intro—zkqb.asp . . . , Microsoft Corporation, 1999-2001, pp. 1-2.
“Microsoft Extends XML Web Services Support in .NET Enterprise Servers Through Visual Studio .NET”, http://www.microsoft.com/presspass/press/2002/feb02/02-13servervspr.mspx, Microsoft Corporation, Feb. 2002, pp. 1-3.
“Microsoft Unveils Visual Studio.NET Enterprise Tools”, Microsoft Corporation, http://microsoft.com/presspass/press/2001/may01/05-21vseepr.mspx, May 2001, pp. 1-4.
“Module 123—Spell”, http://duplex.hypermart.net/books/bsd/501-504.html, 4 pp (Publicly known at least as early as Sep. 26, 2005).
“New Microsoft Office Family Application Taps Power of Industry-Standard XML”, http://www.microsoft.com/presspass/press/2002/oct02/10-09officefamilypr.mspx, Microsoft Corporation, Oct. 2002-Feb. 2003, pp. 1-2.
“Q&A: How ‘XDocs’ Alters the Paradigm for Gathering Business-Critical Information”, http://www.microsoft.com/presspass/press/2002/oct02/10-09officefamily.mspx, Microsoft Corporation, Oct. 2002-Feb. 2003, pp. 1-4.
“Spellout Command”, Commands Reference, vol. 5, http://www.rz.uni-hohenheim.de/betriebssysteme/unix/aix/ aix—4.3.3—doc/base—doc/usr/ share/man/inf . . . , 1 page (Publicly known at least as early as Sep. 26, 2005).
“The StarOffice™ 6.0 Suite: New Features Guide”, Sun Microsystems, V. 1.1, Jul. 2002, pp. 1-31.
Anonymous, “Adding Data from Other Sources in PowerPoint 2002,” Jul. 2002, Internet article, XP-002420700, A Professional Approach Series the E-Zine Approach, http://www.glencoe.com/ps/computered/pas/article.php4?articleld-437, 8 pgs.
Anonymous, “Moving and Copying Text Tutorial,” Aug. 17, 2001, Internet Article, XP-002307566, http://tutorials.findtutorials.com/read/category/102/id/342/p/3, 4 pgs.
Apple Data Detectors User's Manual, Apple Computer, Inc., 1997, pp. 1-15.
Arbortext, “Arbortext and Accessibilty”, http://web.archive.org/web/20021219133536/www.arbortext.com/html/accessibility.html, Dec. 2002, pp. 1-5.
Arbortext, “Arbortext's Support for XSL-FO”, http://web.archive.org/web/20021221021632/www.arbortext.com/html/xsl-fo.html. Dec. 2002, pp. 1-4.
Arbortext, “Schemas”, http://web.archive.org/web/20021221023148/www.arbortext.com/html/schemas.html, Dec. 2002, pp. 1-3.
Arbortext, “XML Compliance, 100% Pure XML”, http:web.archive.org/web/20021209185855/www.arbortext.com/html/xml—compliance, Dec. 2002, pp. 1-3.
Babylon-Pro, http://web.archive.org/web/20021204203634/www3.babylon.com/display.php?id=14&tre . . . , Dec. 4, 2002, 4 pages.
Barrett, Rob, Paul P. Maglio and Daniel C. Kellem; How to personalize the Web; Conference proceedings on human factors in computing systems (1997) p. 75-82.
Beitner, N.D.; Hall, W.; Goble, C.A., “Multimedia Support and Authoring in Microcosm: An Extended Model,” Dept. of Electronics and Computer Science, Univ. of Southampton, Southampton SO17 1BJ, UK; Dept. of Computer Science, Univ. of Manchester, Oxford Road, Manchester MI3 9PL, UK, pp. 1-12 (Publicly known at least as early as Sep. 26, 2005).
Bischof, Hans-Peter, “Spell, Spellin, Spellout—Finding Spelling Errors”, http://www.vorlesungen.uni-osnabrueck.de/informatik/shellscript/Html/Man/—Man—NeXT—html/html . . . , Apr. 21, 1997, 2 pp.
Blaheta et al., “Assigning Function Tags to Parsed Text,” Morgan Kaufmann Publishers Inc., 2000, pp. 234-240.
Bonifati A., “Active Behaviors within XML Document Management”, EDBT Ph. D. Workshop, Mar. 2000, pp. 1-4.
Boone, “Concept Features in Re: Agent, An Intelligent Email Agent”, Proceedings of the 2nd International Conference on Autonomous Agents, May 9-13, 1998, pp. 141-148.
Bosak, “XML: The Universal Publishing Format”, SGML/XML Europe '98, May 1998, pp. A1-C17.
Braganholo V., “Updating Relational Databases Through XML Views”, Technical Report, Sep. 2002, pp. 1-61.
Brockschmidt, K., “Inside OLE, Second Edition”, 1995, Microsoft Press, p. 169.
Brooks-Bilson, “Programming ColdFusion” [electronic resource] 2001, Safari Tech Books Online, 1st Edition, 25 pp.
Ceri S. et al., “Deriving Production Rules for Incremental View Maintenance”, Proceedings of the 17th International Conference on Very Large Data Bases, Sep. 1991, pp. 577-589.
Claris Em@iler Getting Started User's Guide, for Macintosh, Claris Corporation, 1995-1997, 61 pp.
Clark, James, and DeRose, Steve, “XML Path Language (XPath), Version 1.0”, W3C, http://web.archive.org/web/2021010034434/http://www.w3.org/TR/xpath, 1999-2000, pp. 1-31.
Corel, “Corel XMetal 4 and Interwoven TeamXML”, http://web.archive.org/web/20030807211225/www.corel.com/futuretense—cs/ccurl/corel+xml+4+and+interwoven+teamxml.pdf, Aug. 2003, pp. 1-2.
Corel, “Corel XMeta14, Making XML Content Creation Easy”, http://web.archive.org/web/20031118215158/www.corel.com/servlet/Satellite?pagename, Nov. 2003, pp. 1-2.
Corel, “The Corel-XyEnterprise XML Solution”, http://web.archive.org/web/20030807154355/www.corel.com/futuretense—cs/ccurl/corel+and+XY+enterprise+XML+solution.pdf, Aug. 2003, pp. 1-2.
Corel® Office Professional 7 Quick Results User's Manual, vol. 1, Version 7.0 (first printing), Corel Corporation, Limited, pp. 1-531 (Publicly known at least as early as Sep. 26, 2005).
Cornell, Paul, “Developing Smart Tag DLLs”, MSDN Library, http://msdn.microsoft.com/library/default.asp?ur1=/library/en-us/dnsmarttag/html/odc—smarttags.asp, Apr. 2001, pp. 8.
Desmarais, Michel C. and Jiming Liu; Exploring the applications of user-expertise assessment for intelligent interfaces; Proceedings of the conference on human factors in computing systems, (1993) p. 308-313.
Devanbue, P. et al., “Chime: customizable hyperlink insertion and maintenance engine for software engineering environments”, Software Engineering, Publication date: 1999, ISBN: 1-58113-07400.
Developer's Guide to Apple Data Detectors, for Version 1.0.2., Apple Computer, Inc., 1997, pp. 1-33.
Driza, Scott, “Learn Word 2000 VBA Document Automation”, Wordware Publishing Inc., 2001, 6 pp.
Falquet G. et al., “Design and Analysis of Active Hypertext Views on Databases”, Information Sciences Institute, Jan. 2002, pp. 1-24.
Fan et al., “FormPlus: A Form Authoring Toolkit”, Proceedings of the Fourteenth Annual Computer Software and Applications Conference, Oct. 31, 1990-Nov. 2, 1990, pp. 255-260.
Fernandez M. et al., “SilkRoute: trading between relations and XML”, Computer Networks, vol. 33, No. 1-6, Jun. 2000, pp. 723-745.
Flanagan, D., “JavaScript—The Definitive Guide, Fourth Edition”, Jan. 2002, O'Reilly, 12 pp.
Foley, James D.; Future directions in user-computer interface software; Conference proceedings on organizational computer systems, (1991) p. 289-297.
Foley, Jim; Integrating computer technology, people technology and application technology; strategies and case studies from Georgia Tech's Graphics, Visualization and Usability Center; Proceedings of the workshop on advanced visual interfaces, (1994) p. 34-43.
Ford, Bryan, Mike Hibler, Jay Lepreau, Roland McGrath and Patrick Tullman; Interface and execution models in the fluke kernel; Proceedings of the third symposium on operating systems design and implementation, (1999) p. 101-115.
Getting Results With Microsoft® Office 97, Real World Solutions for the Work You Do, Microsoft Corporation, 1995-1997, pp. 1-703.
Glushko, Robert J., Jay M. Tenenbaum and Bart Meltzer; An XML framework for agent-based E-commerce; Commun. ACM 42, 3 (Mar. 1999) p. 106.
Goschka, Karl M. and Jurgen Falb; Dynamic hyperlink generation for navigation in relational databases; Proceedings of the tenth ACM conference on hypertext and hypermedia: returning to our diverse roots (1999) p. 23-24.
GuruNet Press—Articles, http://web.archive.org/web/20030619163926/gurunet.com/buzz—articles.html, Jun. 19, 2003, 5 pages.
Harold, E.R., “XML: Extensible Markup Language”, IDG Books Worldwide, Books 24x7.com printout, 1998, 20 pp.
Hartson, H. Rex and Deborah Hix; Human-computer interface development: concepts and systems for its management; ACM Comput. Surv. 1 (Mar. 1989) p. 5-92.
Hewkin, “Smart Tags-the Distributed-Memory Revolution”, Iee Review, Jun. 22, 1989, pp. 203-206.
Homer, Alex et al., Professional Active Services Pages, 1997, Wrox Press Ltd., Section“Client-Side Scripting and Components”, subsection “Choosing Your Applets, and Controls”, 16 pp.
IBM Corporation, IBM Research Disclosure #368; “Multimedia Hyperlinks Automatically Created for Reference Documents,” IBM Technical Disclosure Bulletin, Jun. 1993, pp. 1-5.
IBM Technical Disclosure Bulletin, “National Language Support Enablemetn for Culture-Specific Operations”, Nov. 1, 1993, vol. 36, Issue 11, pp. 629-638.
InfoCentral™ 7, User's Manual, Corel Corporation, vol. 1, Version 7.0, 1996, pp. 1-86.
InteractiveTran™ Interactive Machine Translation, “Interactive Translation and Learning Tool,” Date: Mar. 1, 2007, pp. 1-7, http://www.tranexp.com/win/InteractiveTran.htm.
Ispell 4, “Ispell—Format of Ispell Dictionaries and Affix Files”, http://www.bigbiz.com/cgi-bin/manpage?4+ispell, 11 pp. (Publicly known at least as early as Sep. 26, 2005).
Johnson, L., “What's So Special About Paste Special?”, Jun. 2002, Internet article, XP-002420702, http://pubs.logicalexpressions.com/Pub0009/LPMArticle.asp?ID=40, 5 pgs.
Kristensen, “Template Resolution in XML/HTML”, Computer Networks and ISDN Systems, vol. 30, 1998, pp. 239-249.
Kuenning, Geoff, “International Ispell”, http://fmg-www.cs.ucla.edu/geoff.ispell.html, 3 pp. (Publicly known at least as early as Sep. 26, 2005).
Kuenning, Geoff, “Using Ispell from emacs”, http://theochem.ki.ku.dk/on—line—docs/ispell/ispell—l.html, 4 pp (Publicly known at least as early as Sep. 26, 2005).
Kukich, Karen; Techniques for Automatically Correcting Words in Text; ACM Comput. Surv., 24, 4 (Dec. 1992); pp. 377-439.
Lewis, David D. et al., “A Sequential Algorithm for Training Text Classifiers,” Spring-Verlag New York, Inc., 1994, pp. 1-10.
Marais, Hannes, “Supporting Cooperative and Personal Surfing With a Desktop Assistant”, 1997, ACM Press, pp. 129-138.
Martensson, Bengt, “Thread-Enhanced Spell Front End for GNU Emacs + Detex + Delatex”, http://www.geocrawler.com/archives/3/337/1987/8/0/1871981/, Aug. 20, 1987, 1 page.
Marx, Matt and Chris Schmandt; Putting People First: Specifying Proper Names in Speech Interfaces; Proceedings of the ACM Symposium on User Interface Software and Technology; 1994; pp. 29-37.
Marx, Matthew and Chris Schmandt; CLUES: dynamic personalized message filtering; Proceedings of the ACM 1996 conference on computer supported cooperative work (1996) p. 113-121.
McMahon, Lee. E., “SED—A Non-Interactive Text Editor,” Bell Laboratories, Murray Hill, New Jersey 07974, Aug. 15, 1978, pp. 16.
Measuring Units Conversion Table—http://web.archie.org—1997 Internet French Property, pp. 1-4.
Menu Customizing, IBM Technical Disclosure Bulletin, vol. 34, No. 1, Jun. 1991, pp. 91-92 (4 pp. total).
Michael Halvorson et al., Microsoft Office XP Inside Out, Microsoft Press, 2001, 37 pages.
Microsoft Computer Dictionary, Microsoft, Microsoft Press, Fifth Edition, p. 409.
Mueller, Jennifer M., “Work Smarter with Smart Tags”, Journal of Accounting—Online, vol. 194, No. 5, Nov. 2002, http://www.aicpa.org/pubs/jofa/nov2002/Mueller.htm>, retrieved on Apr. 22, 2005.
Multilingual Books, “Word Translator for Windows,” Date: Mar. 1, 2007, pp. 1-4, http://www.multilingualbooks.com/wordtranslator.html.
Nardi, Bonnie A.; Miller, James R.; Wright, David J., “Collaborative, Programmable Intelligent Agents,” Jim Miller/Miramontes Computing, Apple Computer Advanced Technology Group, http://www.miramontes.com/writing/add-cacm/add-cacm/html, Mar. 1998, pp. 1-11.
Novell GroupWise User's Guide for Windows 16-Bit Version 5.2, Novell, Inc., 1993-1997, pp. 1-231.
Novell GroupWise User's Guide for Windows 32-Bit Version 5.2, Novell, Inc., 1998, pp. 1-318.
Online Dictionary Software by Babylon, http://web.archive.org/web/20030122035306/http://www3.babylon.com/, Jan. 22, 2003, 2 pages.
Panagiotis, Christias, Man-cgi 1.15, http://www.calpoly.edu/cgi-bin/man-cgi?spell+1, 1994, 3 pp.
Panagiotis, Christias, Man-cgi 1.15, http://www.physics.umn.edu/cgi-bin/man-cgi?spell, 1994, 5 pp.
Pentland, Alex; Perceptual user interfaces: perceptual intelligence; Commun. ACM 43, 3 (Mar. 2000) p. 35-44.
Perry, Brad, et al., “Discovering Similar Resources by Content Part-Linking”, Proceedings of the Sixth International Conference on Information and Knowledge Management, published by ACM Press 1997, pp. 317-324.
Pershikov, V.I., “Explanatory Dictionary in Informatics,” Finances and Statistics, Moscow, 1991 (in Russian with translated sections) 5 pgs.
Premium Content, http://web.archive.org/web/20031202172231/www.babylon.com/display.php?id=130&tre, Dec. 2, 2003, 2 pages.
Quin, Liam, “Extensible Markup Language (XML)”, W3C Architecture Domain, http://web.archive.org/web/2002121962057/http://www.w3.org/XML/, 1996-2002, pp. 1-3.
Rice, F.C., “Transform XML Files with XSLT When Importing into Microsoft Excel 2002,” Jul. 2001, Internet article, XP-002420701, http://msdn2.microsoft.com/en-us/library/aa140055(office.10,d=printer).aspx, 9 pgs.
Rubin, Charles, “Microsoft Word 2000 Official Manual,” First Edition, Nikkei BP Soft Press, Inc., Aug. 2, 1999, 14 pages (in Japanese with English translation).
Santos, C.A.S., L.F.G Soares, G.L. de Souza and J.P. Courtiat; Design methodology and formal validation of hypermedia documents; Proceedings of the sixth ACM international conference on multimedia, (1998) p. 39-48.
Schulz, Charles, “Writing Applications for Uniform Operation on a Mainframe or PC: A Metric Conversion Program”, Lockheed Missles & Space Company, Inc., Sunnyvale, CA, May 1990, pp. 348-361.
Sperberg-McQueen, C.M. and Thompson, Henry, “XML Schema”, W3C Architecture Domain, http://web.archive.org/web/20020802155904/http://www.w3.org/XML/Schema, 2000-2002, pp. 1-10.
Sriram, V., “ComponentXchange: An E-Exchange for Software Components”, Master Thesis, CitSeer, May 2001, pp. i-v, 1-77.
Stairmand, Mark A.; Textual context analysis for information retrieval; Proceedings of the 20th annual international ACM SIGIR conference on research and development in information retrieval (1997) p. 140-147.
Systran, “Systran Home Translator 2007—The World's Best-Selling Language Translation Software,” Date: 2007, pp. 1-2, www.systransoft.com/download/ProductDatasheets/SYSTRAN.Home.Translator.pdf.
Takkinen et al., “CAFÉ: A Conceptual Model for Managing Information in Electronic Mail”, Proceedings of the Annual Hawaii International Conference on System Sciences, 1998, pp. 44-53.
Terveen, Loren, Will Hill and Brian Amento; Constructing, organizing, and visualizing collections of tropically related Web resources; ACM Trans. Comput.-um. Interact. 6, 1 (Mar. 1999) p. 67-94.
The Complete LINUX™ Operating System 5.2 Deluxe, Red Hat,® Macmillian Digital Publishing USA, A Viacom Company, Red Hat Software, Inc., ISBN 1-57595-199-1B, 1995-1998, pp. 1-385.
Toth, V., “Visual C++ 4 Unleashed”, 1996, Sams Publishing, p. 174.
Towers, J. Tarin, Visual Quickstart Guide: Dreamweaver 2 for Windows and Macintosh, 1999, Peachpit Press, pp. 150-151.
Tsai, M., P. Reiher and G.J. Popek; Command management system for next-generation user input; Proceedings of the seventh workshop on hottopics in operating systems, (1999) p. 179-84.
TwinBridge Software Corporation, “TransWhiz English/Chinese Bi-directional Translation V9.0 Standard,” Date: Mar. 1, 2007, pp. 1-8, http://www.twinbridge.com/detail.aspx?ID=132.
User Manual for AddressMate and AddressMate Plus, CoStar Corporation, Address Mate Software, 1994-1995, pp. 1-210.
Wei Ying-bin et al., “A New Technology ColdFusion of Realizing Dynamic Webpage,” 2000, 6 pgs. (English language translation, pp. 1-6).
Why GuruNet, http://web.archive.org/web/20030602200950/http://www.gurunet.com/whygurunet.html, Jun. 2, 2003, 3 pages.
Wilker, John, “ColdFusion MX Adds J2EE, XML, and Web Services Compatibility”, Aug. 9, 2002, http://builder.com.com/5102-6387-104585.html, 3 pp.
Willisson, Pace, Ispell (1), “User Commands”, http://www.csee.usf.edu/cgi-bin/man-cgi?ispell, 1983, 18 pp.
Willisson, Pace, Ispell (1), http://www.rt.com/man/findaffix.l.html, 1983, 15 pp.
World Wide Web Consortium, “Document Object Model (DOM) Level 2 Core Specification, Version 1.0”, http://www.w3.org/TR/2000/REC-DOM-Level-2-Core-20001113/DOM2-Core.pdf, Nov. 2000, 107 pp.
World Wide Web Consortium, “Document Object Model (DOM) Level 2 Events Specification, Version 1.0”, http://www.w3.org/TR/2000/REC-DOM-Level-2-Events-20001113/DOM2-Events.pdf, Nov. 2000, 50 pp.
“XML Schema Part 2: Datatypes,” W3C, May 2, 2001, http://www.w3.org/TR/2001/REC-xmlschema-2-20010502/, pp. 147.
C. Heinemann, “Cross-Reference your XML Data,” Microsoft Corporation, Dec. 7, 1998, 6 pgs.
Camarda, B., Special Editing Using® Microsoft® Office Word 2003, Que, Dec. 12, 2003, pp. 1-5.
D. Obasanjo, “XML—Namespaces and How They Affect Xpath and XSLT,” Microsoft Corporation, May 20, 2002, 19 pgs.
Doroth, V. et al., “Modern Computer Vocabulary,” St. Petersburg, BHV-Peterburg, 2001, p. 465 (with English language translation).
European Communication Minutes of Oral Proceedings and Decision dated Sep. 15, 2008 in European Application No. 05 000 506.5-1527.
European Communication Summons to Attend Oral Proceedings dated May 7, 2008 cited in European Application No. 04002224.6.
Frye, C., Microsoft Office Systems: Step by Step, Microsoft Press, 2003 Edition, Sep. 3, 2003, pp. 1-6.
Ghamrawi et al., “Collective Multi-Label Classification,” ACM, 2005, pp. 195-200.
Harmon, D., “Microsoft MapPoint 2002,” Geoworld Quick-Take Reviews, Aug. 2001, 3 pp.
Irie R. et al., “Resources for Place Name Analysis,” May 28, 2004, 4 pp.
Ivens, K., Office XP Smart Tags, Microsoft, Mar. 6, 2002, pp. 1-4.
Koyaku, H., “What is Brought to SQL Server 2000 by XML, Part 1: Function of XML Provided by SQL Server 2000,” Enterprise Servers World, vol. 3, No. 12, IDG Japan, Inc., Dec. 1, 2000, pp. 42-53.
M. Stowe, “XML in Excel and the Spreadsheet Component,” Microsoft Corporation, Aug. 2001, 6 pgs.
Oviatt et al., “Integration and Synchronization of Input Modes during Multimodal Human-Computer Interaction,” CHI 97, Atlanta, Georgia, Mar. 22-27, 1997, pp. 415-422.
Pixley, “Document Object Model (DOM) Level 2 Events Specification Version 1.0,” World Wide Web Consortium, Nov. 13, 2000, www.w3.org/TR/2000/REC-DOM-Level-2-Events-20001113/DOM2-Events.pdf.
Rajabifard, A. et al., “Creating an Enabling Platform for the Delivery of Spatial Information,” Spatial Sciences Institute Biennial Conference, Sep. 12, 2005, 10 pp.
Rubin, Charles, “Microsoft Word 2000 Official Manual,” First Edition, Nikkei BP Soft Press, Inc., Aug. 2, 1999, pp. 215-217.
Hara, T. et al., “Inside Microsoft.NET-Complete Explanation, ‘What Microsoft Aims For’”, msdn magazine, No. 6, pp. 20-35, ASCII, Japan, Sep. 18, 2000, 19 pp.
Koyaku, H., “What is Brought to SQL Server 2000 by XML, Part 1: Function of XML Provided by SQL Server 2000”, Enterprise Servers World, vol. 3, No. 12, IDG Japan, Inc., Dec. 1, 2000, pp. 42-53 (with English translation).
Shiroiwa, K., “iMac&iBook, Must-see for User, Full of Recommended Setting Methods and Specially Selected Tips, Mastering Mac OS9”, MacPeople, ASCII Corporation, Japan, Dec. 3, 1999, vol. 5, No. 24, p. 50 (in Japanese—no translation yet).
Rees, M., “User Interfaces for Lightweight In-line Editing of Web Pages,” IEEE, 7 pages (2000).
Tanaka, S., “Verifying the XML Schema Definition,” XML Magazine, Shoeisha Co., Ltd., vol. 10, No. 3, Jul. 1, 2000, pp. 135-155 (no English translation) (60001.0211JP01).
Randolph, Gary, “User-Cases and Personas: A Case Study in Light-Weight User Interaction Design for Small Development Projects,” Informing Science, 2004, vol. 7, pp. 105-116.
Robbins, Christopher, “Extensible MultiModal Environment Toolkit (EMMET): A Toolkit for Prototying and Remotely Testing Speech and Gesture Based Multimodal Interface,” Sep. 2005, Department of Computer Science, New York University, pp. 1-190.
U.S. Office Action dated Oct. 13, 2010 in U.S. Appl. No. 11/803,689.
Related Publications (1)
Number Date Country
20070136261 A1 Jun 2007 US
Continuations (1)
Number Date Country
Parent 10184374 Jun 2002 US
Child 11678412 US