A Revisit of Query Expansion with Different Semantic Levels
Identifieur interne : 000812 ( Istex/Curation ); précédent : 000811; suivant : 000813A Revisit of Query Expansion with Different Semantic Levels
Auteurs : Ce Zhang [République populaire de Chine] ; Bin Cui [République populaire de Chine] ; Gao Cong [Danemark] ; Yu-Jing Wang [République populaire de Chine]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2009.
Abstract
Abstract: Query expansion has received extensive attention in information retrieval community. Although semantic based query expansion appears to be promising in improving retrieval performance, previous research has shown that it cannot consistently improve retrieval performance. It is a tricky problem to automatically determine whether to do query expansion for a given query. In this paper, we introduce Compact Concept Ontology (CCO) and provide users the option of exploring different semantic levels by using different CCOs. Experimental results show our approach is superior to previous work in many cases. Additionally, we integrate the proposed methods into a text-based video search system (iVSearcher), to improve the user’s experience and retrieval performance significantly. To the best of our knowledge, this is the first system that integrates semantic information into video search and explores different semantic levels.
Url:
DOI: 10.1007/978-3-642-00887-0_58
Links toward previous steps (curation, corpus...)
- to stream Istex, to step Corpus: Pour aller vers cette notice dans l'étape Curation :000821
Links to Exploration step
ISTEX:8F192381F111E53F435818AD71DE98E82F9EE233Le document en format XML
<record><TEI wicri:istexFullTextTei="biblStruct"><teiHeader><fileDesc><titleStmt><title xml:lang="en">A Revisit of Query Expansion with Different Semantic Levels</title><author><name sortKey="Zhang, Ce" sort="Zhang, Ce" uniqKey="Zhang C" first="Ce" last="Zhang">Ce Zhang</name><affiliation wicri:level="4"><mods:affiliation>Key Laboratory of High Confidence Software Technologies (Peking University),Ministry of Education, CHINA & School of EECS, Peking University</mods:affiliation><country>République populaire de Chine</country><placeName><settlement type="city">Pékin</settlement><region type="capitale">Pékin</region></placeName><orgName type="university">Université de Pékin</orgName></affiliation><affiliation wicri:level="1"><mods:affiliation>E-mail: zhangce@pku.edu.cn</mods:affiliation><country wicri:rule="url">République populaire de Chine</country></affiliation></author><author><name sortKey="Cui, Bin" sort="Cui, Bin" uniqKey="Cui B" first="Bin" last="Cui">Bin Cui</name><affiliation wicri:level="4"><mods:affiliation>Key Laboratory of High Confidence Software Technologies (Peking University),Ministry of Education, CHINA & School of EECS, Peking University</mods:affiliation><country>République populaire de Chine</country><placeName><settlement type="city">Pékin</settlement><region type="capitale">Pékin</region></placeName><orgName type="university">Université de Pékin</orgName></affiliation><affiliation wicri:level="1"><mods:affiliation>E-mail: bin.cui@pku.edu.cn</mods:affiliation><country wicri:rule="url">République populaire de Chine</country></affiliation></author><author><name sortKey="Cong, Gao" sort="Cong, Gao" uniqKey="Cong G" first="Gao" last="Cong">Gao Cong</name><affiliation wicri:level="1"><mods:affiliation>Aalborg University, Denmark</mods:affiliation><country xml:lang="fr">Danemark</country><wicri:regionArea>Aalborg University</wicri:regionArea></affiliation><affiliation wicri:level="1"><mods:affiliation>E-mail: gaocong@cs.aau.dk</mods:affiliation><country wicri:rule="url">Danemark</country></affiliation></author><author><name sortKey="Wang, Yu Jing" sort="Wang, Yu Jing" uniqKey="Wang Y" first="Yu-Jing" last="Wang">Yu-Jing Wang</name><affiliation wicri:level="4"><mods:affiliation>Key Laboratory of High Confidence Software Technologies (Peking University),Ministry of Education, CHINA & School of EECS, Peking University</mods:affiliation><country>République populaire de Chine</country><placeName><settlement type="city">Pékin</settlement><region type="capitale">Pékin</region></placeName><orgName type="university">Université de Pékin</orgName></affiliation><affiliation wicri:level="1"><mods:affiliation>E-mail: wangyujing@pku.edu.cn</mods:affiliation><country wicri:rule="url">République populaire de Chine</country></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">ISTEX</idno><idno type="RBID">ISTEX:8F192381F111E53F435818AD71DE98E82F9EE233</idno><date when="2009" year="2009">2009</date><idno type="doi">10.1007/978-3-642-00887-0_58</idno><idno type="url">https://api.istex.fr/document/8F192381F111E53F435818AD71DE98E82F9EE233/fulltext/pdf</idno><idno type="wicri:Area/Istex/Corpus">000821</idno><idno type="wicri:Area/Istex/Curation">000812</idno></publicationStmt><sourceDesc><biblStruct><analytic><title level="a" type="main" xml:lang="en">A Revisit of Query Expansion with Different Semantic Levels</title><author><name sortKey="Zhang, Ce" sort="Zhang, Ce" uniqKey="Zhang C" first="Ce" last="Zhang">Ce Zhang</name><affiliation wicri:level="4"><mods:affiliation>Key Laboratory of High Confidence Software Technologies (Peking University),Ministry of Education, CHINA & School of EECS, Peking University</mods:affiliation><country>République populaire de Chine</country><placeName><settlement type="city">Pékin</settlement><region type="capitale">Pékin</region></placeName><orgName type="university">Université de Pékin</orgName></affiliation><affiliation wicri:level="1"><mods:affiliation>E-mail: zhangce@pku.edu.cn</mods:affiliation><country wicri:rule="url">République populaire de Chine</country></affiliation></author><author><name sortKey="Cui, Bin" sort="Cui, Bin" uniqKey="Cui B" first="Bin" last="Cui">Bin Cui</name><affiliation wicri:level="4"><mods:affiliation>Key Laboratory of High Confidence Software Technologies (Peking University),Ministry of Education, CHINA & School of EECS, Peking University</mods:affiliation><country>République populaire de Chine</country><placeName><settlement type="city">Pékin</settlement><region type="capitale">Pékin</region></placeName><orgName type="university">Université de Pékin</orgName></affiliation><affiliation wicri:level="1"><mods:affiliation>E-mail: bin.cui@pku.edu.cn</mods:affiliation><country wicri:rule="url">République populaire de Chine</country></affiliation></author><author><name sortKey="Cong, Gao" sort="Cong, Gao" uniqKey="Cong G" first="Gao" last="Cong">Gao Cong</name><affiliation wicri:level="1"><mods:affiliation>Aalborg University, Denmark</mods:affiliation><country xml:lang="fr">Danemark</country><wicri:regionArea>Aalborg University</wicri:regionArea></affiliation><affiliation wicri:level="1"><mods:affiliation>E-mail: gaocong@cs.aau.dk</mods:affiliation><country wicri:rule="url">Danemark</country></affiliation></author><author><name sortKey="Wang, Yu Jing" sort="Wang, Yu Jing" uniqKey="Wang Y" first="Yu-Jing" last="Wang">Yu-Jing Wang</name><affiliation wicri:level="4"><mods:affiliation>Key Laboratory of High Confidence Software Technologies (Peking University),Ministry of Education, CHINA & School of EECS, Peking University</mods:affiliation><country>République populaire de Chine</country><placeName><settlement type="city">Pékin</settlement><region type="capitale">Pékin</region></placeName><orgName type="university">Université de Pékin</orgName></affiliation><affiliation wicri:level="1"><mods:affiliation>E-mail: wangyujing@pku.edu.cn</mods:affiliation><country wicri:rule="url">République populaire de Chine</country></affiliation></author></analytic><monogr></monogr><series><title level="s">Lecture Notes in Computer Science</title><imprint><date>2009</date></imprint><idno type="ISSN">0302-9743</idno><idno type="eISSN">1611-3349</idno><idno type="ISSN">0302-9743</idno></series><idno type="istex">8F192381F111E53F435818AD71DE98E82F9EE233</idno><idno type="DOI">10.1007/978-3-642-00887-0_58</idno><idno type="ChapterID">58</idno><idno type="ChapterID">Chap58</idno></biblStruct></sourceDesc><seriesStmt><idno type="ISSN">0302-9743</idno></seriesStmt></fileDesc><profileDesc><textClass></textClass><langUsage><language ident="en">en</language></langUsage></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Abstract: Query expansion has received extensive attention in information retrieval community. Although semantic based query expansion appears to be promising in improving retrieval performance, previous research has shown that it cannot consistently improve retrieval performance. It is a tricky problem to automatically determine whether to do query expansion for a given query. In this paper, we introduce Compact Concept Ontology (CCO) and provide users the option of exploring different semantic levels by using different CCOs. Experimental results show our approach is superior to previous work in many cases. Additionally, we integrate the proposed methods into a text-based video search system (iVSearcher), to improve the user’s experience and retrieval performance significantly. To the best of our knowledge, this is the first system that integrates semantic information into video search and explores different semantic levels.</div></front></TEI></record>Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Ticri/CIDE/explor/OcrV1/Data/Istex/Curation
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 000812 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Istex/Curation/biblio.hfd -nk 000812 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien
|wiki= Ticri/CIDE
|area= OcrV1
|flux= Istex
|étape= Curation
|type= RBID
|clé= ISTEX:8F192381F111E53F435818AD71DE98E82F9EE233
|texte= A Revisit of Query Expansion with Different Semantic Levels
}}
| This area was generated with Dilib version V0.6.32. |  |