Method for determining relevant search results

• US 9,990,442 B2
• Filed: 09/13/2016
• Issued: 06/05/2018
• Est. Priority Date: 12/08/2010
• Status: Active Grant

• Current Assignee: ESW Holdings, Inc. (ESW Capital, LLC)
• Original Assignee: S.L.I. Systems Incorporated (Avolin LLC)
• Inventors: Ryan, Shaun William
• Primary Examiner(s): Ly, Anh
• Application Number:
  US15/264,584
• Publication Number:
  US 20170004143A1
• Time in Patent Office: 630 Days
• CPC Class Codes: G06F 16/24578 using ranking
• CPC Class Codes: G06F 16/3334 Selection or weighting of terms from queries, including natural language queries
• CPC Class Codes: G06F 16/3338 Query expansion
• CPC Class Codes: G06F 16/90324 using system suggestions
• CPC Class Codes: G06F 16/951 Indexing; Web crawling techniques
• CPC Class Codes: G06Q 30/0625 Directed, with specific intent or strategy

Abstract

Systems and methods for determining search results. The method may include receiving an at least partial search term, and identifying keywords based on the at least partial search term, wherein each keyword has an associated keyword measure based on the number of times each keyword has been previously searched for within a predetermined time period. For each keyword search results associated with the keyword may be identified, wherein each result has an associated search measure. A relevance measure may be determined for each result using the keyword measure the search measure, and used to provide at least one of the results as a search result for the at least partial search term.

Claims

1. A computer implemented method for determining search results, comprising the steps of:

receiving, by a computer processing device, an at least partial search term input into a search interface;

accessing a database to identify and retrieve keywords based on the at least partial search term and at least one keyword attribute associated with each keyword, wherein the at least one keyword attribute is based on the number of times each keyword has been previously searched for within a predetermined time period, and communicating the keywords and at least one keyword attribute to a relevance server comprising a computer processing device;

accessing the database to identify and retrieve search results based on each keyword and at least one search attribute associated with each search result and communicating the search results and at least one search attribute to the relevance server;

processing, at the relevance server, the keywords and at least one keyword attribute and the search results and at least one search attribute, the processing step comprising;

transforming the at least one keyword attribute and the at least one search attribute into a relevance attribute for each search result,

comparing the relevance attributes of the search results,

then generating an output, by the computer processing device, displaying at least one of the search results based upon the results of the comparison of the relevance attributes of the search results, and at least one of the retrieved keywords for selection by a user in conjunction with the displayed search results,

receiving, at the relevance server, notification that one of the displayed keywords has been highlighted by the user, and

processing the notification to transform the keyword attribute associated with the highlighted keyword into a higher weighted keyword attribute;

receiving, by the computer processing device, entry of one or more additional characters to the at least partial search term to transform the at least partial search term into an updated at least partial search term;

accessing the database to identify and retrieve second keywords and at least one second keyword attribute associated with each second keyword, based on the updated at least partial search term;

accessing the database to identify and retrieve second search results based on the second keywords retrieved, and at least one second search attribute associated with each second search result; and

processing, at the relevance server, the second keywords and at least one second keyword attribute and the second search results and at least one second search attributes, comprising;

generating an output, by the computer processing device, updating the search results displayed to reflect any changes following the entry of additional characters to the at least partial search term.

2. The method of claim 1, wherein at least one of the keyword attribute and the second keyword attribute is time weighted to give more recently searched for keywords a higher weighting.

3. The method of claim 1, wherein at least one of the search attribute and the second search attribute is based on the number of times a search result is selected following a keyword search.

4. The method of claim 1, wherein the relevance attribute for each result is transformed by multiplying the respective keyword attribute by the respective search attribute.

5. The method of claim 1, further comprising:

where a retrieved search result is associated with a plurality of retrieved keywords, transforming the associated plurality of relevance attributes into a single overall relevance attribute.

6. The method of claim 1, further comprising ranking the search results for the at least partial search term according to the relevance attribute.

7. One or more non-transitory computer-storage media storing computer-useable instructions that, when used by one or more computing devices, cause the one or more computing devices to perform a method of determining search results, the method comprising:

receiving, by a computer processing device, an at least partial search term input into a search interface;

accessing a database to identify and retrieve keywords based on the at least partial search term and at least one keyword attribute associated with each keyword, wherein the at least one keyword attribute is based on the number of times each keyword has been previously searched for within a predetermined time period, and communicating the keywords and at least one keyword attribute to a relevance server comprising a computer processing device;

accessing the database to identify and retrieve second search results based on the second keywords retrieved and at least one search attribute associated with each search result and communicating the search results and at least one search attribute to the relevance server;

processing, at the relevance server, the keywords and at least one keyword attribute and the search results and at least one search attribute, the processing step comprising;

transforming the at least one keyword attribute and the at least one search attribute into a relevance attribute for each search result,

comparing the relevance attributes of the search results,

then generating an output, by a computer processing device, displaying at least one of the search results based upon the results of the comparison of the relevance attributes of the search results, and at least one of the retrieved keywords for selection by a user in conjunction with the displayed search results,

receiving, at the relevance server, notification that one of the displayed keywords has been highlighted by the user, and

processing the notification to transform the keyword attribute associated with the highlighted keyword into a higher weighted keyword attribute;

receiving, by the computer processing device, entry of one or more additional characters to the at least partial search term to transform the at least partial search term into an updated at least partial search term;

accessing the database to identify and retrieve second keywords and at least one second keyword attribute associated with each second keyword, based on the updated at least partial search term;

accessing the database to identify and retrieve second search results on the second keywords retrieved, and at least one second search attribute associated with each second search result; and

processing, at the relevance server, the second keywords and at least one second keyword attribute and the second search results and at least one second search attributes, comprising;

generating an output, by the computer processing device, updating the search results displayed to reflect any changes following the entry of additional characters to the at least partial search term.

8. A system for determining search results, the system comprising:

a computing device comprising one or more hardware processors and memory and associated with a search service having one or more computer processing devices and one or more computer-storage media;

at least a database, and a relevance server coupled with the search service, wherein the search service;

receives, by a computer processing device, an at least partial search term input into a search interface;

accesses the database to identify and retrieve keywords based on the at least partial search term and at least one keyword attribute associated with each keyword, wherein the at least keyword attribute is based on the number of times each keyword has been previously searched for within a predetermined time period, and communicates the keywords and at least one keyword attribute to the relevance server;

accesses the database to identify and retrieve search results based on each keyword and at least one search attribute associated with each search result and communicating the search results and at least one search attribute to the relevance server;

processes, at the relevance server, the keywords and at least one keyword attribute and the search results and at least one search attribute, the processing step comprising;

transforming the at least one keyword attribute and the at least one search attribute into a relevance attribute for each search result,

comparing the relevance attributes of the search results,

then generating an output, by a computer processing device, displaying at least one of the search results based upon the results of the comparison of the relevance attributes of the search results, and at least one of the retrieved keywords for selection by a user in conjunction with the displayed search results,

receiving, at the relevance server, notification that one of the displayed keywords has been highlighted by the user, and

processing the notification to transform the keyword attribute associated with the highlighted keyword into a higher weighted keyword attribute;

receives entry of one or more additional characters to the at least partial search term to transform the at least partial search term into an updated at least partial search term;

accesses the database to identify and retrieve second keywords and at least one second keyword attribute associated with each second keyword, based on the updated at least partial search term;

accesses the database to identify and retrieve second search results based on the second keywords retrieved, and at least one second search attribute associated with each second search result; and

processes, at the relevance server, the second keywords and at least one second keyword attribute and the second search results and at least one second search attribute, comprising;

generating an output, by the computer processing device, updating the search results displayed to reflect any changes following the entry of additional characters to the at least partial search term.