AUTOMATICALLY MINING INTENTS OF A GROUP OF QUERIES
First Claim
1. A computer-implemented process for automatically mining search intent for a group of search queries, comprising:
- using a computing device for;
inputting a group of search queries;
mining a first set of search intent candidates for the group of search queries by using Web page content of Web pages returned in response to the group of search queries;
mining a second set of search intent candidates for the group of queries by using Web page structures of Web pages returned in response to the group of search queries;
mining a third set of search intent candidates for the group of queries by using search query log data;
integrating the first, second and third set of search intent candidates; and
extracting the common search intent candidates from the integrated first, second and third set of search intent candidates as the final search intents of the group of search queries.
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Abstract
The automatic search intent mining technique described herein pertains to a technique for mining search intent from a group of queries. The automatic search intent mining technique described herein automatically mines search intents from a group of queries. The technique leverages knowledge of query log data in order to determine search intent. The automatic search intent mining technique, in one embodiment, utilizes three kinds of information sources: Web page content, Web page structure and search engine query log data to mine intents for a group of queries. In one embodiment of the technique, the three data sources are used separately to mine candidate search intents for each of the three sources. The candidate search intents extracted from each of the three sources are then integrated to form the final search intents.
19 Citations
20 Claims
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1. A computer-implemented process for automatically mining search intent for a group of search queries, comprising:
using a computing device for; inputting a group of search queries; mining a first set of search intent candidates for the group of search queries by using Web page content of Web pages returned in response to the group of search queries; mining a second set of search intent candidates for the group of queries by using Web page structures of Web pages returned in response to the group of search queries; mining a third set of search intent candidates for the group of queries by using search query log data; integrating the first, second and third set of search intent candidates; and extracting the common search intent candidates from the integrated first, second and third set of search intent candidates as the final search intents of the group of search queries. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A computer-implemented process for automatically mining search intent from a group of search queries, comprising:
using a computing device for; inputting a grouping of queries and associated search query log data; separately mining search intent candidates from at least one of search result content, search result structure and search result usage data; integrating the search intent candidate candidates separately mined from the search result content, search result structure and search result usage data; and extracting the most common search intent candidates from the integrated search intent candidates as the final search intents for the group of search queries. - View Dependent Claims (10, 11, 12, 13, 14)
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15. A system for automatically determining a user'"'"'s search intent, comprising:
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a general purpose computing device; a computer program comprising program modules executable by the general purpose computing device, wherein the computing device is directed by the program modules of the computer program to, mining search intent candidates for a group of search queries by using search result content data, search result usage data and search result structure data; integrating the search intent candidates obtained by mining the search result content data, search result usage data and search result structure data of the group of search queries; and extracting a set of final search intents by extracting common search intent candidates from the integrated search intent candidates. - View Dependent Claims (16, 17, 18, 19, 20)
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Specification