US 6,842,748 B1Grant
Usage based strength between related information in an information retrieval system
Issue Date:2005-01-11
•12 Claims
•9 Drawing Sheets
Abstract
An information retrieval system in accordance with the principles of the present invention maintains a database that defines a relational association between a plurality of informational items in the system. The relational association is based on historical navigational behavior of users of the information retrieval system, and includes a relationship type, which is based on the characteristic similarities between the informational items, and relationship strength, which is based on the historical frequency of any related informational items being selected by a user within the same information retrieval session. When a navigation from one informational item to another information item is detected, the relationship type and the relationship strength of the two informational items are determined and stored in the database. During a subsequent selection of an informational item, any related informational items related to the selected informational item are sorted based on the respective relationship types and relationship strengths, and are provided in a sorted list from which the user can select.
Metadata
Assignee
- Rightnow Technologies, Inc.
Inventors
- Douglas K. Warner
- Michael A. Myer
Application Information
Application Number:US 09/549,568
Filing Date:2000-04-14
Priority Date:2000-04-14
Art Unit:2171
Patent Drawings (9 sheets)
Description
Related Application
[00002] The present application is related to an application for US Letter patent, entitled “Usage Based Strength Between Related Help Topics and Context Based Mapping Thereof In a Help Information Retrieval System” by the present inventors, assigned to the assignee of the present application, having U.S. patent application Ser. No. 09/549,667, and filed concurrently on even date herewith, Apr. 14, 2000.
Technical Field
[00003] The present invention generally relates to information search and retrieval systems. More particularly the present invention relates to providing related informational items during an information retrieval session to enhance the performance and efficiency of an information retrieval system.
Background Art
[00004] A database is useful only if a desired item can be efficiently found and retrieved therefrom. To locate and retrieve a desired information item in an information database, a search of the database, e.g., based on a keyword or a text string, may be required. The search typically involves finding entries matching the keyword (or string) in an index created from parsing the information items into searchable words and the location in which the word appears in the database. For example, the Internet, or the world wide web (WWW) may be considered as a very large database of information items, in the form of web pages, distributed over a very wide network. Currently available search engines, e.g., the. YAHOO™, EXCITE™, and the like, maintain an index of the entire content of the WWW parsed into searchable words and corresponding locations, egg., the Uniform Resource Locators (URL).
[00005] However, as the size of a database becomes very large (e.g., the number of web pages in the WWW is currently in the hundreds of millions, and growing fast), a user may have to navigate through, i.e., select and review, a significant number of informational items before arriving at the one desired informational item. The navigation through the ever increasing number of informational items to find the one desired informational item is often proved difficult, and requires a considerable investment of time, effort, and sometimes even good fortune, on the part of the user.
[00006] Unfortunately, in a conventional information retrieval system, even after finding the sought after information once, to find the same information again, unless the user remembers the location of the information, the user may have to follow the same navigational trail, again spending the required time and effort. Moreover, a subsequent user looking for the same information would have to duplicate the time and effort, i.e., must re-invent-the-wheel, in order to find the information, and often ends an information retrieval session in frustration without finding the desired information. This duplicated effort is wasteful and inconvenient, and thus diminishes the usefulness of the database.
[00007] Moreover, in a conventional help information retrieval system, the help information items are fixedly mapped, requiring a user to always follow the same help menu path to arrive at a particular help item of interest. Even if the path is ultimately proven to be inefficient, the inefficient path nevertheless must always be followed in order to retrieve that particular help item. The efficiency of a particular path to be taken may depend on the context in which the help item is sought. Because the fixed mapping cannot account for the various contexts, it is inefficient, and thus diminishes the usefulness of the help information retrieval system.
[00008] Thus, what is needed is an efficient system for and method of a convenient and economical retrieval of the one desired informational item in an informational retrieval system that allows leveraging of the time and effort invested during prior information retrieval sessions.
[00009] What is also needed is an efficient system and method for a dynamic and context sensitive mapping of help items in a help information retrieval system.
Summary of Invention
[00010] In accordance with the principles of the present invention, a method of, and an apparatus for, providing related informational items having a usage based relationship strength in an information retrieval system comprises, the steps of, and the means for, respectively, detecting a selection of at least a first informational item and a second informational item in an information retrieval session, assigning a relationship type based on characteristic similarities between the first informational item and the second informational item, assigning a relationship strength based on historical frequency of the consecutive selection of the first informational item and the second informational item, and providing an access to the second informational item upon detection of the first informational item being accessed by a user of the information retrieval system.
[00011] In addition, in accordance with the principles of the present invention, an information retrieval system comprises a plurality of informational items, and a database having a relational association among at least two informational items of the plurality of informational items, the relational association including respective relationship types and relationship strengths, the relationship strength being based on historical frequency of the at least two informational items being selected together in one information retrieval session.
[00012] Also, in accordance with the principles of the present invention, a computer readable storage medium having stored thereon computer program for implementing a method of providing related informational items having a usage based relationship strength in an information retrieval system, the computer program comprising a set of instructions for detecting a selection of at least a first informational item and a second informational item in an information retrieval session, assigning a relationship type based on characteristic similarities between the first informational item and the second informational item, assigning a relationship strength based on historical frequency of the first informational item and the second informational item being selected together during a single information retrieval session, and providing an access to the second informational item upon detection of the first informational item being accessed by a user of the information retrieval system
Description of Drawings
[00013] Features and advantages of the present invention will become apparent to those skilled in the art from the following description with reference to the drawings, in which:
[00014] FIG. 1 is an exemplary block diagram of the information retrieval system in accordance with the principles of the present invention;
[00015] FIG. 2 is an exemplary table showing the relevant portions of the relationship database shown in FIG. 1 ;
[00016] FIG. 2A is an exemplary table showing one possible example of the contents of the table shown in FIG. 2 ;
[00017] FIG. 2B is an exemplary table showing a change in the contents of the table shown in FIG. 2A as a result of a user action;
[00018] FIG. 3 shows an exemplary embodiment of the user interface screen of the information retrieval system in accordance with the principles of the present invention;
[00019] FIG. 4A is a flow diagram showing an exemplary embodiment of the related relationship database update method in accordance with the principles of the present invention;
[00020] FIG. 4B is a flow diagram showing an exemplary embodiment of the related information provision method in accordance with the principles of the present invention;
[00021] FIG. 5 is an exemplary table showing the relevant portions of the relationship database shown in FIG. 1 as modified to include the help relationship type for the help information retrieval system in accordance with the principles of the present invention;
[00022] FIG. 6 shows an exemplary embodiment of the user interface screen of the help information retrieval system in accordance with the principles of the present invention;
[00023] FIG. 7A is a flow diagram showing an exemplary embodiment of the related help information database update method in accordance with the principles of the present invention; and
[00024] FIG. 7B is a flow diagram showing an exemplary embodiment of the related help information provision method in accordance with the principles of the present invention.
Detailed Description of Preferred Embodiments
[00025] For simplicity and illustrative purposes, the principles of the present invention are described by referring mainly to an exemplar embodiment, particularly, with references to the Internet and the world wide web (WWW) as the exemplary databases of informational items. However, one of ordinary skill in the art would readily recognize that the same principles are equally applicable to, and can be implemented in, other informational databases, and that any such variation would be within such modifications that do not depart from the true spirit and scope of the present invention.
[00026] An information retrieval system in accordance with the principles of the present invention allows a user to navigate through a plurality of informational items for a desired informational item, and upon selection Oman information item, presents other informational items related to the selected informational item. The information retrieval system in accordance with the principles of the present invention maintains a database that defines a relational association between a plurality of informational items in the system.
[00027] The relational association is based on historical navigational behavior of users of the information retrieval system, and includes a relationship type, which is based on the characteristic similarities between the informational items, and relationship strength, which is based on the historical frequency of any related informational items being selected by a user within the same information retrieval session.
[00028] When a navigation from one informational item to another information item is detected, the relationship type and the relationship strength of the two informational items are determined and stored in a database. During a subsequent selection of an informational item, any informational items related to the selected informational item may be presented to the user, sorted based on the respective relationship types and relationship strengths, and may be provided in a sorted list from which the user can select.
[00029] In an aspect of the present invention, the inventive informational retrieval system is utilized in a help information retrieval system to provide a dynamic context sensitive mapping of help informational items.
[00030] In particular, FIG. 1 shows an illustrative embodiment of the information retrieval system 100 in accordance with the principles of the present invention, which may comprise, in relevant part, inter alia, an information requester 101, a navigation interface/server 106, a search engine 102 and an information server 104. The information retrieval system 100 may be any system in which a plurality of informational items are available to be searched and retrieved. For example, the entire information retrieval system 100 may be housed within a single computer system, where the information server 104 may comprise a database containing a plurality of informational items stored in a mass storage device, e.g., a hard disk or the like, and where the information requester 101 may be a user interface through which a user may initiate a search and retrieval session with the search engine 102, which in turn may be an application program ruing on the computer. In this example, the communication interfaces 105 and 108 may be, e.g., bus(s) within the computer system.
[00031] Alternately, the information retrieval system 100 may even comprise a single computer program, in which each of the information server 104, information requester 101 and the search engine may comprise a sub-component of the single computer program. In this case, the communications interfaces 105 and 108 may themselves be computer-routines acting as, e.g., program interfaces.
[00032] In a yet another alternative embodiment, the information retrieval system 100 may comprise a plurality of computers connected via a computer network. For example, the communication interfaces 105 and 108 may be a wide area network (WAN), e.g., the Internet, the world wide web (WWW), Public Switched Telephone Network (PSTN), or the like, through which each of the information requester 101, the navigation interface 106, the search engine 102 and the information server 104 communicate. The information requester 101 may be, e.g., a personal computer connected to the Internet, e.g., via a modem or the like. The information server 104 may comprise a plurality of computers, e.g. web servers, distributed over the WAN e.g., the Internet. The search engine 102 may comprise any currently available and known search engines, e.g., the YAHOO™, EXCITE™, and the like, and may maintain an index of the entire content of the WWW parsed into searchable words and corresponding locations. An example of a known search engine and the associated index may be found from, e.g. U.S. Pat. No. 6,021,409 issued Feb. 1, 2000 to Michael Burrows, the entirety of which is hereby incorporated by reference.
[00033] Significantly, the information retrieval system 100 may further comprise a navigational interface having a relationship database 107. The navigational interface 106 provides an interface between the information requester 101 and the rest of the information retrieval system 100, and may comprise a server, e.g., one or more computers, allowing the information requester 101 to establish an information retrieval session, and to navigate through the various informational items in the information retrieval system 100. A navigation refers herein to generally the process of sequentially selecting and viewing one or more informational items.
[00034] Alternatively, the navigational interface 106 and/or the relationship database 107 may be implemented as a part of the user interface, e.g., a web browser, of the information requester 101, or even as a part of the search engine 102.
[00035] FIG. 2 shows an exemplar table illustrating the relevant portions 200 of the relationship database The relationship database 107 in accordance with one aspect of the present invention comprises, inter alia, an information item field 201 that uniquely identifies information items, INFO#1 to INFO#N, which may preferably be the location pointers, e.g., the URL in the case of WWW pages, for the actual informational items, a related informational item field 202, which contains one or more informational items, e.g., INFO#A to INFO#Z, that are related to the informational item in the informational item field 201.
[00036] The relationship database 107 may further comprise a relationship type field 203, which defines the similarities between the respective characteristics of the informational items that are related, and a relationship strength field 204, which indicates the strength of the relationships between a pair of informational items based on the historical frequency of the pair being selected by a user during a single information retrieval session. In a preferred embodiment of the present invention, the relationship strength 204 comprises a value indicator represented as an integer, e.g., 2, 4, etc.
[00037] According to the principles of the present invention, a related informational item record in the table 200 is created when at least two informational items are selected by a user during an information retrieval session. For example, during an information retrieval session, the user has navigated through informational items, INFO ITEM 1, INFO ITEM A and INFO ITEM B, a relational record for each of the pairs, INFO ITEM 1/INFO ITEM A, INFO ITEM 1/INFO ITEM B and INFO ITEM A/INFO ITEM B, may be created if the respective records do not already exist in the database 107. Alternately, an embodiment of the present invention may create records only for information pairs which are selected consecutively, i.e., only for the pairs, INFO ITEM 1/INFO ITEM A and INFO ITEM 1/INFO ITEM B, in the proceeding example. A yet another alternative embodiment of the present invention may create records for any pair of informational items which are viewed during the information retrieval session. For example, a record may be created between the first and last informational items to indicate a relationship from the start of the session to the finish of the session.
[00038] The relationship type, by way of example only, may be, in an information retrieval system comprising informational items regarding a book collection of a library, a common author, a common publisher and common subject, or the like, shared by the related pair of informational items.
[00039] According to a preferred embodiment of the present invention, a “general” relationship type is provided, and whenever a pair of informational items are selected during an information retrieval session, a record for the general relationship type is always created in addition to the possible record with respect to the above described common trait relationship type. The relationship strength may initially be assigned a value of, e.g., 1, the first time the record is created, and adjusted based on the subsequent frequency of the pair being selected together in an information retrieval session.
[00040] FIG. 2A shows an example of the contents of the table shown in FIG. 2. In this example, the informational item “Rose” has a number of informational items related thereto, i.e., the informational items, “Fire Truck”, “Daisy” and “Shakespeare”, which share some common traits. For example, the informational item “Rose” and the related informational item “Fire Truck” are both red in color. The example also shows that the relationship strength of the informational item “Rose” and the related informational item “Fire Truck” sharing the same color red has a current relationship strength value of 4.
[00041] In operation, when a user selects an informational item, e.g., the informational item “Rose” during an information retrieval session, the navigation interface 106 displays a list of informational items that are related to the selected informational item “Rose”, an exemplar display of which is shown in FIG. 3.
[00042] As shown in FIG. 3 , the user is provided with a selection display 304 including a related information portion 308, in which the related informational item records from the table shown in FIG. 2 to FIG. 2B are listed. In a preferred embodiment, the related informational items are grouped by the relationship types as shown by the reference numerals 309,312,315,318 and 321, and are sorted and listed, within each of the groups, in descending order of the respective relationship strengths as shown by the reference numeral 310. Preferably, in each of the groupings,309,312,315,318 and 321, in order to provide an uncluttered and ergonomic display, only a few informational items having higher relationship strengths are shown along with an option to view more selections by clicking on one of the “MORE” links, 311, 314, 317, 320 and 323.
[00043] Optionally, the selection display 304 allows the user to choose to view the originally selected informational item, “Rose” without selecting any of the related informational items by clicking on the link 305.
[00044] When the user selects the informational item “Daisy” by clicking on the “Daisy” link 310 from the “general” relationship type group 309, the relationship strength for the general relationship type relationship record for the related informational items pair ROSE/DAISY is increased by a predetermined amount, e.g., from 18 to 19, as indicated by reference numerals 205 and 206 in FIG. 2A and FIG. 2B , respectively.
[00045] The inventive process of providing related informational items will now be described with references to FIGS. 4A and 4B . In particular, as shown in FIG. 4A , instep 401, the present inventive navigational interface 106 detects a navigation from one informational item to at least one other informational item, e.g., from the informational item “Rose” to the informational item “Daisy”, then to the informational item “Fire Truck”.
[00046] In step 402, a determination is made whether relationship records for any of the ROSE/DAISY, ROSE/FIRE TRUCK and the DAISY/FIRE TRUCK pairs already exist in the database 107. If any of the informational items do not already have a relationship record in the database, in step 403, a relationship type is determined for the missing pair. In an embodiment of the present invention, a record for each informational items pair with the “general” relationship type is created. In addition, a new record for each identified common trait of each pair is created. It is possible that a pair may have no common trait (e.g., the DAISY/FIRE TRUCK pair), in which case only the general relationship type record is created. It may also be possible that a pair may share more than one common trait (e.g., the ROSE/DAISY pair may share traits, “flower” and “scent”).
[00047] In step 404, for each record newly created, an initial value of the respective relationship strength is assigned, e.g., an initial value of 1. For example, if none of the pairs has an existing relationship record, then after the operations of steps 403 and 404, the resulting new records may be as shown in Table 1 below:
[00002]
| TABLE I | ||||
|---|---|---|---|---|
| Related | ||||
| Informational | Informational | Relationship | Relationship | |
| Item | Item | Type | Strength | |
| Rose | Fire truck | General | 1 | |
| Rose | Fire truck | Red | 1 | |
| Rose | Daisy | General | 1 | |
| Rose | Daisy | Flower | 1 | |
| Rose | Daisy | Scent | 1 | |
| Daisy | Rose | General | 1 | |
| Daisy | Rose | Flower | 1 | |
| Daisy | Rose | Scent | 1 | |
| Fire Truck | Rose | General | 1 | |
| Fire Truck | Rose | Red | 1 | |
| Daisy | Fire Truck | General | 1 | |
| Fire Truck | Daisy | General | 1 | |
[00048] If, on the other hand, in step 402, a determination is made that at least one of the informational item pairs has an existing record in the database 107, then, in step 405, the relationship strength for the existing record(s) is increased by a predetermined amount, e.g., by 1. According to an embodiment of the present invention, if a record exists in the database, the related information would have been displayed (e.g., as shown in FIG. 3), and the user selects therefrom. If the user had selected the related informational item from a group other than the general relationship type group, the relationship strength record corresponding to that selected relationship type would also be increased as well as for the record corresponding to the general relationship type.
[00049] In step 406, the database 107 is updated to reflect the newly created records and/or the relationship strength(s) adjustment(s). In one embodiment of the present invention, the database 107 is updated in real time, i.e., whenever a new record is created or a relationship strength adjustment is made. In an alternative embodiment, the database may be updated off-line by collecting the navigational history of users of the information retrieval system in one or more history log file. The history log file may be examined periodically, i.e., daily, monthly, etc., to detect any navigation from an informational item to another informational item to generate new relationship records and/or to make relationship strength adjustments therefrom.
[00050] FIG. 4B shows an exemplary embodiment of the inventive related information provision process, in which when a user selection of an informational item is detected in step 407, the navigational interface performs, in step 408, a look-up operation of the database 107 to determine whether any relationship record exists for the selected informational item. If a determination is made that there is a match, i.e., the selected informational item has an existing relationship record in the relationship database the matching related informational items are grouped by the relationship types, sorted based on the relationship strengths, and displayed as shown, e.g., in FIG. 3.
[00051] If, on the other hand, no relationship record exists for the selected informational item, then the process ends in step 411 without displaying any related informational item.
[00052] As can be appreciated, the inventive relevant informational item provisioning system described above, provides an efficient and economical navigational tool, by which a user of an information retrieval system may find a desired informational item with less effort and time, by suggesting related informational items which are historically proved useful, and by allowing the user to reap the benefits of the efforts made during a prior information retrieval session and/or by prior users.
[00053] In another aspect of the present invention, the relationship database 107 may include a relationship type “HELP” to allow a dynamic context sensitive mapping of help informational items in a help information retrieval system. In contrast to a conventional help information retrieval system, which maintains a fixed mapping of the help informational items (i.e., the selection choices for help items are always the same without regard to the context within which a user seeks help), the help information retrieval system in accordance with the present invention provides a context sensitive mapping, in which help items from which a user chooses are varied depending on the informational item being viewed by the user at the time of the invocation of help. Moreover, the mapping of the help items according to the present invention is dynamically updated based on the usage of the system to further enhance the context sensitive nature thereof.
[00054] In particular, FIG. 5 shows an exemplar table illustrating the relevant portions 500 of the relationship database 107 as adapted for implementation of the help information retrieval system in accordance with the principles of the present invention. As shown in FIG. 5 , the table 200 shown in FIG. 2 is modified to include relationship records 505 each having a relationship type “HELP”. The help relationship records 505 in accordance with one aspect of the present invention may comprise, inter alia, an information item field 501 containing the location identifiers, ITEM LOC 1 to ITEM LOC N, e.g., the URL in the case of WWW pages, for the originating informational item, a related informational item field 502, which contains one or more informational item identifiers, e.g., INFO ITEM D to INFO ITEM S, of help items that are relevant to the informational item corresponding to the location identifier in the informational item field 501.
[00055] Each of the help relationship records 505 may further comprise a relationship type field 203, which is always “HELP” type, and a relationship strength field 504, which indicates the strength of the relationships between the location, e.g., the ITEM LOC 1, and the help item, e.g., the INFO ITEM D, pair based on the historical frequency of the help item being selected by a user who seeks help while originating at that location. In an embodiment of the present invention, the relationship strength 504 comprises a value indicator represented as an integer, e.g., 2, 4, etc.
[00056] According to the principles of the present invention, a help relationship record 505 in the table is created when a help item is selected by a user during a help information retrieval session, which was initiated while viewing an informational item.
[00057] For example, when a user invokes help session by, e.g., clicking on the “help” button (not shown), while currently viewing an informational item located at ITEM LOC N during an information retrieval session, and selects a help item INFO ITEM Q, another help item INFO ITEM R, and subsequently the help item INFO ITEM S, a help relationship record may be created for each of the pairs, ITEM LOC N/INFO ITEM Q, ITEM LOC N/INFO ITEM R and ITEM LOC N/INFO ITEM S if the records do not exist in the table 500 already.
[00058] The relationship strength may initially be assigned a value of, e.g., 1, the first time a record is created, and adjusted based on the subsequent frequency of the help item being selected in a help session initiated while viewing the informational item.
[00059] In operation, when a user seeks help while viewing an information item, e.g., located at ITEM LOC N, the inventive help information retrieval system presents the user with a display 601 shown in FIG. 6. As shown in FIG. 6 , the user is provided with a selection display 601, in which the relevant help items as determined from the table shown in FIG. 5 are listed. In a preferred embodiment shown in FIG. 6 , the help items are sorted and listed in descending order of the respective relationship strengths as shown by the reference numeral 602. Preferably, in order to provide an uncluttered and ergonomic display, only a few help items having higher relationship strengths are shown along with an option to view more selections by clicking on the “MORE” link 603.
[00060] When user selects one of the listed help items, e.g., the help item INFO ITEM R by clicking on the link “ITEM R”, the relationship strength of the help relationship record for the ITEM LOC N/INFO ITEM R is increased by a predetermined amount, e.g., a one (1).
[00061] The inventive process of providing context sensitive help items will now be described with references to FIGS. 7A and 7B .
[00062] As shown in FIG. 7A , in step 701, the inventive help information retrieval system detects a selection of a help item, e.g., the help item INFO ITEM R, by a user during a help session, which was initiated when the user was viewing an informational item at a location, e.g., ITEM LOC N.
[00063] Upon the detection, in step 702, a determination is made whether a help relationship record for the ITEM LOC N/INFO ITEM R pair already exists in the table 500. If the help relationship record does not already exist in the table, in step 703, a new help relationship record is created, and an initial value of the relationship strength there for is assigned, e.g., the initial value is set to a one (1).
[00064] If, on the other hand, in step 702, a determination is made that the help relationship record already exists in the table, then, in step 704, the relationship strength for the existing record is increased by a predetermined amount, e.g., by 1.
[00065] In step 705, the table 500 is updated to reflect the newly created record and/or the relationship strength adjustment. In one embodiment of the present invention, the table 500 is updated in real time, i.e., whenever a new record is created or a relationship strength adjustment is made. In an alternative embodiment, the database may be updated off-line by collecting the help session history of users of the information retrieval system in one or more history log file. The history log file may be examined periodically, i.e., daily, monthly, etc., to determine the originating informational item(s) and any help item(s) selected to generate new relationship records and/or to make relationship strength adjustments therefrom.
[00066] FIG. 7B shows an exemplary embodiment of the inventive related help information provision process, in which when a user initiation of a help session is detected in step 706, the help information retrieval system of the present invention performs, in step 707, a look-up operation of the table 500 to determine whether any help relationship records exist for the location corresponding to the informational item from which the help session originated. If a determination is made that one or more help relationship record(s) already exist in the table 500, the matching help items are sorted based on the relationship strengths, and displayed, e.g., as shown in FIG. 6.
[00067] If, on the other hand, no help relationship record exists for the originating informational item location in the table 500, in step 710, a conventional help topic contents, as is well known, is provided for the user to select a help item therefrom. When the user selects a help item from the help topic contents, the selection is detected as shown in step 701, and the location/info item pair of the originating informational item and the selected help item is processed through steps 702 to 705 to create and store a new help relationship record in the table 500.
[00068] As can be appreciated, the inventive help information retrieval system described above allows a mapping of help items, which is sensitive to the context within which a user is seeking help, i.e., by providing originating location specific selection choices of help items. Moreover, the mapping is allowed to be dynamically updated based on the usage behavior to provide more relevant selection choices and thus a more efficient use of the help information retrieval system.
[00069] While the invention has been described with reference to the exemplary embodiments thereof, those skilled in the art will be able to make various modifications to the described embodiments of the invention without departing from the true spirit and scope of the invention. The terms and descriptions used herein are set forth by way of illustration only and are not meant as limitations. In particular, although the method of the present invention has been described by examples, the steps of the method may be performed in a different order than illustrated or simultaneously. Those skilled in the art will recognize that these and other variations are possible within the spirit and scope of the invention as defined in the following claims and their equivalents.
Claims
Certificate of Correction present
The claims shown below may not include correction changes. Use the corrected PDF for authoritative text.
1. A method of providing related informational items having a usage based relationship strength in an information retrieval system, comprising:
detecting a selection of a first informational item and a second informational item, wherein the first informational item and the second informational item each include content;
assigning a first relationship type based on a first trait between the first informational item and the second informational item;
assigning a first relationship strength value based on historical frequency of the first informational item and the second informational item being selected together;
detecting a selection of the first informational item and a third informational item, wherein the first informational item and the third informational item each include content;
assigning a second relationship type based on a second trait between the first informational item and the third informational item;
assigning a second relationship strength value based on historical frequency of the first informational item and the third informational item being selected together; and
upon detection of a selection of the first informational item, providing an access to either a location of the first informational item or a location of the second informational item depending on the assigned first and second relationship types and the assigned first and second relationship strength values.
2. The method of claim 1, further comprising storing the first and second relationship types and the first and second relationship strength values in a database.
3. The method of claim 1, wherein assigning the first and second relationship strength values comprises:
obtaining a current value of the first relationship strength value from the database;
increasing the obtained current value by a predetermined amount upon detection of consecutive access of the first informational item and the second informational item;
obtaining a current value of the second relationship strength value from the database; and
increasing the obtained current value by the predetermined amount upon detection of consecutive access of the first informational item and the third informational item.
4. The method of claim 1, wherein providing the access to either the location of the second informational item or the location of the third informational item comprises providing a hypertext link to content of the second informational item or a hypertext link to content of the third informational item.
5. The method of claim 1, wherein each of the first and second relationship types comprises a help topic type.
6. The method of claim 4, wherein at least one of the second and third informational items comprise a world wide web page, and the hypertext links contain a Uniform Resource Locator of the world wide web page.
7. An apparatus for providing related informational items having a usage based relationship strength in an information retrieval system, comprising:
means for detecting a selection of a first informational item and a second informational item, wherein the first informational item and the second informational item each include content;
means for assigning a first relationship type based on a first trait between the first informational item and the second informational item;
means for assigning a first relationship strength value based on historical frequency of the first informational item and the second informational item being selected together;
means for detecting a selection of the first informational item and a third informational item, wherein the first informational item and the third informational item each include content;
means for assigning a second relationship type based on a second trait between the first informational item and the third informational item;
means for assigning a second relationship strength value based on historical frequency of the first informational item and the third informational item being selected together; and
means for providing an access to either a location of the first informational item or a location of the second informational item depending on the assigned first and second relationship types and the assigned first and second relationship strength values, upon detection of a selection of the first informational item.
8. The apparatus of claim 7, further comprising a database for storing the first and second relationship types and the first and second relationship strength values.
9. The apparatus of claim 7, wherein means for assigning the first and second relationship strength values is adapted to obtain current values of the first and second relationship strength values from the database, respectively, and increase the obtained current values by a predetermined amount upon detection of consecutive access of the first informational item and the second informational item, and the first informational item and the third informational item, respectively.
10. The apparatus of claim 7, wherein the means for providing the access to the location of the second informational item and/or the access to the location of the third informational item is adapted to provide a hypertext link to the second informational item and a hypertext link to the third informational item, respectively.
11. The apparatus of claim 7, wherein each of the first and second relationship types comprises a help topic type.
12. The apparatus of claim 10, wherein at least one of the second and third informational items comprises a world wide web page, and the hypertext links contain a Uniform Resource Locator of the world wide web page.
Patent Citations (4)
Non-Patent Literature (6)
- Title: Visualization of Relationship, Authors: Vijay Kumar and Richard Furuta at ACM1999, p. 137-138.*Applicant
- Title: Lexical Navigation: Visually Prompted Query Expansion and Refinement, Authors: James W. Cooper and Roy J. Byrd, ACM 1997, p. 237-246.*Applicant
- Mobasher et al. “Creating adaptive Web sites through usage-based clustering of URLs”, Knowledge and Data Engineering Exchange, 1999. (KDEX '99); Proceedings. 1999 Workshop on Chicago, IL, USA, Nov. 7, 1999; Los Alamitos, CA, USA, IEEE Comput. Soc., US, 2000, pp. 19-25.Applicant
- Cooley et al. “Web mining: information and pattern discovery on the World Wide Web”, Tools With Artificial Intelligence, 1997. Proceedings. Ninth IEEE International Conference on Newport Beach, CA, USA, Nov. 3-8, 1997, pp. 558-567.Applicant
- Zaiane et al. “Discovering Web access patterns and trends by applying OLAP and data mining technology on Web logs”, Research and Technology Advances in Digital Libraries, 1998. ADL 98. Proceedings. IEEE International Forum on Santa Barbara, CA, USA, Apr. 22-24, 1998, Los Alamitos, CA, USA, IEEE Comput. Soc., US., pp. 19-29.Applicant
- Dean et al., “Finding related pages in the World Wide Web” Computer Networks, Elseview Science Publishers B.V., Amsterdam, NL. vol. 31, No. 11-16, May 17, 1999, pp. 1467-1479.Applicant