logging in or signing up sigir00 poster Elodie Download Post to : URL : Related Presentations : Share Add to Flag Embed Email Send to Blogs and Networks Add to Channel Uploaded from authorPOINTLite Insert YouTube videos in PowerPont slides with aS Desktop Copy embed code: (To copy code, click on the text box) Embed: URL: Thumbnail: WordPress Embed Customize Embed The presentation is successfully added In Your Favorites. Views: 34 Category: Entertainment License: All Rights Reserved Like it (1) Dislike it (0) Added: December 06, 2007 This Presentation is Public Favorites: 0 Presentation Description No description available. Comments Posting comment... Premium member Presentation Transcript Auto-Construction of a Live Thesaurus from Search Term Logs for Interactive Web Search: Auto-Construction of a Live Thesaurus from Search Term Logs for Interactive Web Search Our Thesaurus: Our Thesaurus Travel Recreation Trip Tour Hiking Backpacking Camping Broader Term Synonym Similar Terms Relevant Terms Travel Agency Air Flight VISA Lodging Passport Rental Car Travel Computer A Subject Taxonomy Interactive Web Search: Interactive Web Search Short Query on Web Search The Approach：Interactive Term SuggestionResearch Progress: Research Progress Integration of Human & Machine Categorized Core Terms Subject Taxonomy Search Term Log Categorized Search Terms Manual Categorization of Core Terms Structuring of Subject Taxonomies Live ThesaurusExistence of Core Terms: Existence of Core Terms Coverage comparison between D-1998 and G-1999 (by the number of distinct queries) Some “core” search terms exist without effects of time D-1998: Search log of Dreamer within 3 months in 1998 G-1999: Search log of GAIS within 2 weeks in 1999New Term Categorization: New Term Categorization Take into account of new term t’s co-occurrence terms’ categories Wtc : t’s co-occurrence terms in V with category c fwDt : frequency of w in Dt Ranking score of category c: ..t w.. ..w..t t...t.w.. .w…t.. .t..w..w t..w.. ..t.. ..t.. ..t.. ..t.. Dt Dw V : all categorized core terms The whole document setPreliminary Experiment on New Term Categorization: Preliminary Experiment on New Term Categorization Take a real search engine as the whole document set Experimental Result SE term t Dt ..w.. ..w.. ..w..w.. ….. ….. …..Obtained Performance on Observing Information Needs: Obtained Performance on Observing Information Needs Possible Applications of Live Thesaurus: Possible Applications of Live Thesaurus Web Infometrics Web Page/Site Classification Term Translation Extraction Interactive Search via Voice Relevant Term Extraction Live Thesaurus Live Thesaurus ?: Live Thesaurus ? Thesaurus A set of terms plus a set of relations on subject relevance between them Live Thesaurus A thesaurus automatically constructed from online resources such as web pages and search logs Log-based Live Thesaurus A live thesaurus constructed from search term logs Travel A Query Term Net Recreation Trip Tour Hiking Backpacking Camping Broader Term Synonym Similar Terms Relevant Terms Travel Agency Air Flight VISA Lodging Passport Rental CarInteractive Web Search: Interactive Web Search Short Query on Web Search 2.35 words (Altavista, 1998) 3.55 Chinese characters (Our observation, 1999) Not enough information for search Interactive Term Suggestion SE Query TermsThe Approach: The Approach The overall design of the on-going researchResearch Progress: Research Progress Integration of Human & Machine Categorized Core Terms Subject Taxonomy Search Term Log Categorized Search Terms Manual Categorization of Core Terms Structuring of Subject Taxonomies Live ThesaurusExistence of Core Terms: Existence of Core Terms Coverage comparison between D-1998 and G-1999 (by the number of distinct queries) Some “core” search terms exist without effects of time D-1998: Search log of Dreamer within 3 months in 1998 G-1999: Search log of GAIS within 2 weeks in 1999New Term Categorization: New Term Categorization Categorize a new term t, given categorized core terms V as feature set Experimental Result SE term t Dt Dw ..w.. ..w.. ..w..w.. ….. ….. ….. Wtc : t’s co-occurrence terms in V with category c fwDt : frequency of w in Dt Ranking score of category c:Obtained Performance on Observing Information Needs: Obtained Performance on Observing Information Needs Comparison between the distributions of manually and auto. categorized core termsPossible Applications of Live Thesaurus: Possible Applications of Live Thesaurus Web Infometrics Web Page/Site Classification Term Translation Extraction Interactive Search via Voice Relevant Term Extraction Live Thesaurus You do not have the permission to view this presentation. In order to view it, please contact the author of the presentation.
sigir00 poster Elodie Download Post to : URL : Related Presentations : Share Add to Flag Embed Email Send to Blogs and Networks Add to Channel Uploaded from authorPOINTLite Insert YouTube videos in PowerPont slides with aS Desktop Copy embed code: (To copy code, click on the text box) Embed: URL: Thumbnail: WordPress Embed Customize Embed The presentation is successfully added In Your Favorites. Views: 34 Category: Entertainment License: All Rights Reserved Like it (1) Dislike it (0) Added: December 06, 2007 This Presentation is Public Favorites: 0 Presentation Description No description available. Comments Posting comment... Premium member Presentation Transcript Auto-Construction of a Live Thesaurus from Search Term Logs for Interactive Web Search: Auto-Construction of a Live Thesaurus from Search Term Logs for Interactive Web Search Our Thesaurus: Our Thesaurus Travel Recreation Trip Tour Hiking Backpacking Camping Broader Term Synonym Similar Terms Relevant Terms Travel Agency Air Flight VISA Lodging Passport Rental Car Travel Computer A Subject Taxonomy Interactive Web Search: Interactive Web Search Short Query on Web Search The Approach：Interactive Term SuggestionResearch Progress: Research Progress Integration of Human & Machine Categorized Core Terms Subject Taxonomy Search Term Log Categorized Search Terms Manual Categorization of Core Terms Structuring of Subject Taxonomies Live ThesaurusExistence of Core Terms: Existence of Core Terms Coverage comparison between D-1998 and G-1999 (by the number of distinct queries) Some “core” search terms exist without effects of time D-1998: Search log of Dreamer within 3 months in 1998 G-1999: Search log of GAIS within 2 weeks in 1999New Term Categorization: New Term Categorization Take into account of new term t’s co-occurrence terms’ categories Wtc : t’s co-occurrence terms in V with category c fwDt : frequency of w in Dt Ranking score of category c: ..t w.. ..w..t t...t.w.. .w…t.. .t..w..w t..w.. ..t.. ..t.. ..t.. ..t.. Dt Dw V : all categorized core terms The whole document setPreliminary Experiment on New Term Categorization: Preliminary Experiment on New Term Categorization Take a real search engine as the whole document set Experimental Result SE term t Dt ..w.. ..w.. ..w..w.. ….. ….. …..Obtained Performance on Observing Information Needs: Obtained Performance on Observing Information Needs Possible Applications of Live Thesaurus: Possible Applications of Live Thesaurus Web Infometrics Web Page/Site Classification Term Translation Extraction Interactive Search via Voice Relevant Term Extraction Live Thesaurus Live Thesaurus ?: Live Thesaurus ? Thesaurus A set of terms plus a set of relations on subject relevance between them Live Thesaurus A thesaurus automatically constructed from online resources such as web pages and search logs Log-based Live Thesaurus A live thesaurus constructed from search term logs Travel A Query Term Net Recreation Trip Tour Hiking Backpacking Camping Broader Term Synonym Similar Terms Relevant Terms Travel Agency Air Flight VISA Lodging Passport Rental CarInteractive Web Search: Interactive Web Search Short Query on Web Search 2.35 words (Altavista, 1998) 3.55 Chinese characters (Our observation, 1999) Not enough information for search Interactive Term Suggestion SE Query TermsThe Approach: The Approach The overall design of the on-going researchResearch Progress: Research Progress Integration of Human & Machine Categorized Core Terms Subject Taxonomy Search Term Log Categorized Search Terms Manual Categorization of Core Terms Structuring of Subject Taxonomies Live ThesaurusExistence of Core Terms: Existence of Core Terms Coverage comparison between D-1998 and G-1999 (by the number of distinct queries) Some “core” search terms exist without effects of time D-1998: Search log of Dreamer within 3 months in 1998 G-1999: Search log of GAIS within 2 weeks in 1999New Term Categorization: New Term Categorization Categorize a new term t, given categorized core terms V as feature set Experimental Result SE term t Dt Dw ..w.. ..w.. ..w..w.. ….. ….. ….. Wtc : t’s co-occurrence terms in V with category c fwDt : frequency of w in Dt Ranking score of category c:Obtained Performance on Observing Information Needs: Obtained Performance on Observing Information Needs Comparison between the distributions of manually and auto. categorized core termsPossible Applications of Live Thesaurus: Possible Applications of Live Thesaurus Web Infometrics Web Page/Site Classification Term Translation Extraction Interactive Search via Voice Relevant Term Extraction Live Thesaurus