A Simulated User Study of Image Browsing Using High-Level Classification
Identifieur interne : 002118 ( Istex/Corpus ); précédent : 002117; suivant : 002119A Simulated User Study of Image Browsing Using High-Level Classification
Auteurs : Teerapong Leelanupab ; Yue Feng ; Vassilios Stathopoulos ; Joemon M. JoseSource :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2009.
Abstract
Abstract: In this paper, we present a study of adaptive image browsing, based on high-level classification. The underlying hypothesis is that the performance of a browsing model can be improved by integrating high-level semantic concepts. We introduce a multi-label classification model designed to alleviate a binary classification problem in image classification. The effectiveness of this approach is evaluated by using a simulated user evaluation methodology. The results show that the classification assists users to narrow down the search domain and to retrieve more relevant results with respect to less amount of browsing effort.
Url:
DOI: 10.1007/978-3-642-10543-2_3
Links to Exploration step
ISTEX:20D632A2B006B1513322E59A2E465E2F2BB2FE71Le document en format XML
<record><TEI wicri:istexFullTextTei="biblStruct"><teiHeader><fileDesc><titleStmt><title xml:lang="en">A Simulated User Study of Image Browsing Using High-Level Classification</title><author><name sortKey="Leelanupab, Teerapong" sort="Leelanupab, Teerapong" uniqKey="Leelanupab T" first="Teerapong" last="Leelanupab">Teerapong Leelanupab</name><affiliation><mods:affiliation>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</mods:affiliation></affiliation><affiliation><mods:affiliation>E-mail: kimm@dcs.gla.ac.uk</mods:affiliation></affiliation></author><author><name sortKey="Feng, Yue" sort="Feng, Yue" uniqKey="Feng Y" first="Yue" last="Feng">Yue Feng</name><affiliation><mods:affiliation>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</mods:affiliation></affiliation><affiliation><mods:affiliation>E-mail: yuefeng@dcs.gla.ac.uk</mods:affiliation></affiliation></author><author><name sortKey="Stathopoulos, Vassilios" sort="Stathopoulos, Vassilios" uniqKey="Stathopoulos V" first="Vassilios" last="Stathopoulos">Vassilios Stathopoulos</name><affiliation><mods:affiliation>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</mods:affiliation></affiliation><affiliation><mods:affiliation>E-mail: stathv@dcs.gla.ac.uk</mods:affiliation></affiliation></author><author><name sortKey="Jose, Joemon M" sort="Jose, Joemon M" uniqKey="Jose J" first="Joemon M." last="Jose">Joemon M. Jose</name><affiliation><mods:affiliation>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</mods:affiliation></affiliation><affiliation><mods:affiliation>E-mail: jj@dcs.gla.ac.uk</mods:affiliation></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">ISTEX</idno><idno type="RBID">ISTEX:20D632A2B006B1513322E59A2E465E2F2BB2FE71</idno><date when="2009" year="2009">2009</date><idno type="doi">10.1007/978-3-642-10543-2_3</idno><idno type="url">https://api.istex.fr/document/20D632A2B006B1513322E59A2E465E2F2BB2FE71/fulltext/pdf</idno><idno type="wicri:Area/Istex/Corpus">002118</idno><idno type="wicri:explorRef" wicri:stream="Istex" wicri:step="Corpus" wicri:corpus="ISTEX">002118</idno></publicationStmt><sourceDesc><biblStruct><analytic><title level="a" type="main" xml:lang="en">A Simulated User Study of Image Browsing Using High-Level Classification</title><author><name sortKey="Leelanupab, Teerapong" sort="Leelanupab, Teerapong" uniqKey="Leelanupab T" first="Teerapong" last="Leelanupab">Teerapong Leelanupab</name><affiliation><mods:affiliation>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</mods:affiliation></affiliation><affiliation><mods:affiliation>E-mail: kimm@dcs.gla.ac.uk</mods:affiliation></affiliation></author><author><name sortKey="Feng, Yue" sort="Feng, Yue" uniqKey="Feng Y" first="Yue" last="Feng">Yue Feng</name><affiliation><mods:affiliation>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</mods:affiliation></affiliation><affiliation><mods:affiliation>E-mail: yuefeng@dcs.gla.ac.uk</mods:affiliation></affiliation></author><author><name sortKey="Stathopoulos, Vassilios" sort="Stathopoulos, Vassilios" uniqKey="Stathopoulos V" first="Vassilios" last="Stathopoulos">Vassilios Stathopoulos</name><affiliation><mods:affiliation>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</mods:affiliation></affiliation><affiliation><mods:affiliation>E-mail: stathv@dcs.gla.ac.uk</mods:affiliation></affiliation></author><author><name sortKey="Jose, Joemon M" sort="Jose, Joemon M" uniqKey="Jose J" first="Joemon M." last="Jose">Joemon M. Jose</name><affiliation><mods:affiliation>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</mods:affiliation></affiliation><affiliation><mods:affiliation>E-mail: jj@dcs.gla.ac.uk</mods:affiliation></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">20D632A2B006B1513322E59A2E465E2F2BB2FE71</idno><idno type="DOI">10.1007/978-3-642-10543-2_3</idno><idno type="ChapterID">3</idno><idno type="ChapterID">Chap3</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: In this paper, we present a study of adaptive image browsing, based on high-level classification. The underlying hypothesis is that the performance of a browsing model can be improved by integrating high-level semantic concepts. We introduce a multi-label classification model designed to alleviate a binary classification problem in image classification. The effectiveness of this approach is evaluated by using a simulated user evaluation methodology. The results show that the classification assists users to narrow down the search domain and to retrieve more relevant results with respect to less amount of browsing effort.</div></front></TEI><istex errorEnrichmentsRefBib="curl or Istex failure"><corpusName>springer</corpusName><author><json:item><name>Teerapong Leelanupab</name><affiliations><json:string>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</json:string><json:string>E-mail: kimm@dcs.gla.ac.uk</json:string></affiliations></json:item><json:item><name>Yue Feng</name><affiliations><json:string>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</json:string><json:string>E-mail: yuefeng@dcs.gla.ac.uk</json:string></affiliations></json:item><json:item><name>Vassilios Stathopoulos</name><affiliations><json:string>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</json:string><json:string>E-mail: stathv@dcs.gla.ac.uk</json:string></affiliations></json:item><json:item><name>Joemon M. Jose</name><affiliations><json:string>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</json:string><json:string>E-mail: jj@dcs.gla.ac.uk</json:string></affiliations></json:item></author><language><json:string>eng</json:string></language><abstract>Abstract: In this paper, we present a study of adaptive image browsing, based on high-level classification. The underlying hypothesis is that the performance of a browsing model can be improved by integrating high-level semantic concepts. We introduce a multi-label classification model designed to alleviate a binary classification problem in image classification. The effectiveness of this approach is evaluated by using a simulated user evaluation methodology. The results show that the classification assists users to narrow down the search domain and to retrieve more relevant results with respect to less amount of browsing effort.</abstract><qualityIndicators><score>7.616</score><pdfVersion>1.6</pdfVersion><pdfPageSize>430 x 660 pts</pdfPageSize><refBibsNative>false</refBibsNative><keywordCount>0</keywordCount><abstractCharCount>637</abstractCharCount><pdfWordCount>5050</pdfWordCount><pdfCharCount>29611</pdfCharCount><pdfPageCount>13</pdfPageCount><abstractWordCount>93</abstractWordCount></qualityIndicators><title>A Simulated User Study of Image Browsing Using High-Level Classification</title><genre.original><json:string>OriginalPaper</json:string></genre.original><chapterId><json:string>3</json:string><json:string>Chap3</json:string></chapterId><genre><json:string>conference [eBooks]</json:string></genre><serie><editor><json:item><name>David Hutchison</name><affiliations><json:string>Lancaster University, Lancaster, UK</json:string></affiliations></json:item><json:item><name>Takeo Kanade</name><affiliations><json:string>Carnegie Mellon University, Pittsburgh, PA, USA</json:string></affiliations></json:item><json:item><name>Josef Kittler</name><affiliations><json:string>University of Surrey, Guildford, UK</json:string></affiliations></json:item><json:item><name>Jon M. Kleinberg</name><affiliations><json:string>Cornell University, Ithaca, NY, USA</json:string></affiliations></json:item><json:item><name>Friedemann Mattern</name><affiliations><json:string>ETH Zurich, Zurich, Switzerland</json:string></affiliations></json:item><json:item><name>John C. Mitchell</name><affiliations><json:string>Stanford University, Stanford, CA, USA</json:string></affiliations></json:item><json:item><name>Moni Naor</name><affiliations><json:string>Weizmann Institute of Science, Rehovot, Israel</json:string></affiliations></json:item><json:item><name>Oscar Nierstrasz</name><affiliations><json:string>University of Bern, Bern, Switzerland</json:string></affiliations></json:item><json:item><name>C. Pandu Rangan</name><affiliations><json:string>Indian Institute of Technology, Madras, India</json:string></affiliations></json:item><json:item><name>Bernhard Steffen</name><affiliations><json:string>University of Dortmund, Dortmund, Germany</json:string></affiliations></json:item><json:item><name>Madhu Sudan</name><affiliations><json:string>Massachusetts Institute of Technology, MA, USA</json:string></affiliations></json:item><json:item><name>Demetri Terzopoulos</name><affiliations><json:string>University of California, Los Angeles, CA, USA</json:string></affiliations></json:item><json:item><name>Doug Tygar</name><affiliations><json:string>University of California, Berkeley, CA, USA</json:string></affiliations></json:item><json:item><name>Moshe Y. Vardi</name><affiliations><json:string>Rice University, Houston, TX, USA</json:string></affiliations></json:item><json:item><name>Gerhard Weikum</name><affiliations><json:string>Max-Planck Institute of Computer Science, Saarbrücken, Germany</json:string></affiliations></json:item></editor><issn><json:string>0302-9743</json:string></issn><language><json:string>unknown</json:string></language><eissn><json:string>1611-3349</json:string></eissn><title>Lecture Notes in Computer Science</title><copyrightDate>2009</copyrightDate></serie><host><editor><json:item><name>Tat-Seng Chua</name><affiliations><json:string>National University of Singapore, 3 Science Dr, 117543, Singapore</json:string><json:string>E-mail: chuats@comp.nus.edu.sg</json:string></affiliations></json:item><json:item><name>Yiannis Kompatsiaris</name><affiliations><json:string>Informatics and Telematics Institute, Centre for Research and Technology-Hellas, 57001, Thessaloniki, Greece</json:string><json:string>E-mail: ikom@iti.gr</json:string></affiliations></json:item><json:item><name>Bernard Mérialdo</name><affiliations><json:string>Institut Eurécom. Département Communications Multimédia, 2229, route des Crêtes, B.P. 193, 06904, Sophia-Antipolis CEDEX, France</json:string><json:string>E-mail: bernard.merialdo@eurecom.fr</json:string></affiliations></json:item><json:item><name>Werner Haas</name><affiliations><json:string>, Graz, Austria</json:string><json:string>E-mail: werner.haas@joanneum.at</json:string></affiliations></json:item><json:item><name>Georg Thallinger</name><affiliations><json:string>Institute of Information Systems & Information Management, JOANNEUM RESEARCH Forschungsgesellschaft mbH, Steyrergasse 17, 8010, Graz, Austria</json:string><json:string>E-mail: Georg.Thallinger@joanneum.at</json:string></affiliations></json:item><json:item><name>Werner Bailer</name><affiliations><json:string>Institute of Information Systems & Information Management, JOANNEUM RESEARCH Forschungsgesellschaft mbH, Steyrergasse 17, 8010, Graz, Austria</json:string><json:string>E-mail: Werner.Bailer@joanneum.at</json:string></affiliations></json:item></editor><subject><json:item><value>Computer Science</value></json:item><json:item><value>Computer Science</value></json:item><json:item><value>Information Systems Applications (incl.Internet)</value></json:item><json:item><value>Multimedia Information Systems</value></json:item><json:item><value>Data Mining and Knowledge Discovery</value></json:item><json:item><value>Information Systems and Communication Service</value></json:item><json:item><value>Document Preparation and Text Processing</value></json:item><json:item><value>User Interfaces and Human Computer Interaction</value></json:item></subject><isbn><json:string>978-3-642-10542-5</json:string></isbn><language><json:string>unknown</json:string></language><eissn><json:string>1611-3349</json:string></eissn><title>Semantic Multimedia</title><genre.original><json:string>Proceedings</json:string></genre.original><bookId><json:string>978-3-642-10543-2</json:string></bookId><volume>5887</volume><pages><last>15</last><first>3</first></pages><issn><json:string>0302-9743</json:string></issn><genre><json:string>Book Series</json:string></genre><eisbn><json:string>978-3-642-10543-2</json:string></eisbn><copyrightDate>2009</copyrightDate><doi><json:string>10.1007/978-3-642-10543-2</json:string></doi></host><publicationDate>2009</publicationDate><copyrightDate>2009</copyrightDate><doi><json:string>10.1007/978-3-642-10543-2_3</json:string></doi><id>20D632A2B006B1513322E59A2E465E2F2BB2FE71</id><score>1</score><fulltext><json:item><original>true</original><mimetype>application/pdf</mimetype><extension>pdf</extension><uri>https://api.istex.fr/document/20D632A2B006B1513322E59A2E465E2F2BB2FE71/fulltext/pdf</uri></json:item><json:item><original>false</original><mimetype>application/zip</mimetype><extension>zip</extension><uri>https://api.istex.fr/document/20D632A2B006B1513322E59A2E465E2F2BB2FE71/fulltext/zip</uri></json:item><istex:fulltextTEI uri="https://api.istex.fr/document/20D632A2B006B1513322E59A2E465E2F2BB2FE71/fulltext/tei"><teiHeader><fileDesc><titleStmt><title level="a" type="main" xml:lang="en">A Simulated User Study of Image Browsing Using High-Level Classification</title><respStmt xml:id="ISTEX-API" resp="Références bibliographiques récupérées via GROBID" name="ISTEX-API (INIST-CNRS)"></respStmt></titleStmt><publicationStmt><authority>ISTEX</authority><publisher>Springer Berlin Heidelberg</publisher><pubPlace>Berlin, Heidelberg</pubPlace><availability><p>SPRINGER</p></availability><date>2009</date></publicationStmt><sourceDesc><biblStruct type="inbook"><analytic><title level="a" type="main" xml:lang="en">A Simulated User Study of Image Browsing Using High-Level Classification</title><author><persName><forename type="first">Teerapong</forename><surname>Leelanupab</surname></persName><email>kimm@dcs.gla.ac.uk</email><affiliation>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</affiliation></author><author><persName><forename type="first">Yue</forename><surname>Feng</surname></persName><email>yuefeng@dcs.gla.ac.uk</email><affiliation>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</affiliation></author><author><persName><forename type="first">Vassilios</forename><surname>Stathopoulos</surname></persName><email>stathv@dcs.gla.ac.uk</email><affiliation>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</affiliation></author><author><persName><forename type="first">Joemon</forename><surname>Jose</surname></persName><email>jj@dcs.gla.ac.uk</email><affiliation>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</affiliation></author></analytic><monogr><title level="m">Semantic Multimedia</title><title level="m" type="sub">4th International Conference on Semantic and Digital Media Technologies, SAMT 2009 Graz, Austria, December 2-4, 2009 Proceedings</title><idno type="pISBN">978-3-642-10542-5</idno><idno type="eISBN">978-3-642-10543-2</idno><idno type="pISSN">0302-9743</idno><idno type="eISSN">1611-3349</idno><idno type="DOI">10.1007/978-3-642-10543-2</idno><idno type="BookID">978-3-642-10543-2</idno><idno type="BookTitleID">193103</idno><idno type="BookSequenceNumber">5887</idno><idno type="BookVolumeNumber">5887</idno><idno type="BookChapterCount">23</idno><editor><persName><forename type="first">Tat-Seng</forename><surname>Chua</surname></persName><email>chuats@comp.nus.edu.sg</email><affiliation>National University of Singapore, 3 Science Dr, 117543, Singapore</affiliation></editor><editor><persName><forename type="first">Yiannis</forename><surname>Kompatsiaris</surname></persName><email>ikom@iti.gr</email><affiliation>Informatics and Telematics Institute, Centre for Research and Technology-Hellas, 57001, Thessaloniki, Greece</affiliation></editor><editor><persName><forename type="first">Bernard</forename><surname>Mérialdo</surname></persName><email>bernard.merialdo@eurecom.fr</email><affiliation>Institut Eurécom. Département Communications Multimédia, 2229, route des Crêtes, B.P. 193, 06904, Sophia-Antipolis CEDEX, France</affiliation></editor><editor><persName><forename type="first">Werner</forename><surname>Haas</surname></persName><email>werner.haas@joanneum.at</email><affiliation>, Graz, Austria</affiliation></editor><editor><persName><forename type="first">Georg</forename><surname>Thallinger</surname></persName><email>Georg.Thallinger@joanneum.at</email><affiliation>Institute of Information Systems & Information Management, JOANNEUM RESEARCH Forschungsgesellschaft mbH, Steyrergasse 17, 8010, Graz, Austria</affiliation></editor><editor><persName><forename type="first">Werner</forename><surname>Bailer</surname></persName><email>Werner.Bailer@joanneum.at</email><affiliation>Institute of Information Systems & Information Management, JOANNEUM RESEARCH Forschungsgesellschaft mbH, Steyrergasse 17, 8010, Graz, Austria</affiliation></editor><imprint><publisher>Springer Berlin Heidelberg</publisher><pubPlace>Berlin, Heidelberg</pubPlace><date type="published" when="2009"></date><biblScope unit="volume">5887</biblScope><biblScope unit="page" from="3">3</biblScope><biblScope unit="page" to="15">15</biblScope></imprint></monogr><series><title level="s">Lecture Notes in Computer Science</title><editor><persName><forename type="first">David</forename><surname>Hutchison</surname></persName><affiliation>Lancaster University, Lancaster, UK</affiliation></editor><editor><persName><forename type="first">Takeo</forename><surname>Kanade</surname></persName><affiliation>Carnegie Mellon University, Pittsburgh, PA, USA</affiliation></editor><editor><persName><forename type="first">Josef</forename><surname>Kittler</surname></persName><affiliation>University of Surrey, Guildford, UK</affiliation></editor><editor><persName><forename type="first">Jon</forename><forename type="first">M.</forename><surname>Kleinberg</surname></persName><affiliation>Cornell University, Ithaca, NY, USA</affiliation></editor><editor><persName><forename type="first">Friedemann</forename><surname>Mattern</surname></persName><affiliation>ETH Zurich, Zurich, Switzerland</affiliation></editor><editor><persName><forename type="first">John</forename><forename type="first">C.</forename><surname>Mitchell</surname></persName><affiliation>Stanford University, Stanford, CA, USA</affiliation></editor><editor><persName><forename type="first">Moni</forename><surname>Naor</surname></persName><affiliation>Weizmann Institute of Science, Rehovot, Israel</affiliation></editor><editor><persName><forename type="first">Oscar</forename><surname>Nierstrasz</surname></persName><affiliation>University of Bern, Bern, Switzerland</affiliation></editor><editor><persName><forename type="first">C.</forename><surname>Pandu Rangan</surname></persName><affiliation>Indian Institute of Technology, Madras, India</affiliation></editor><editor><persName><forename type="first">Bernhard</forename><surname>Steffen</surname></persName><affiliation>University of Dortmund, Dortmund, Germany</affiliation></editor><editor><persName><forename type="first">Madhu</forename><surname>Sudan</surname></persName><affiliation>Massachusetts Institute of Technology, MA, USA</affiliation></editor><editor><persName><forename type="first">Demetri</forename><surname>Terzopoulos</surname></persName><affiliation>University of California, Los Angeles, CA, USA</affiliation></editor><editor><persName><forename type="first">Doug</forename><surname>Tygar</surname></persName><affiliation>University of California, Berkeley, CA, USA</affiliation></editor><editor><persName><forename type="first">Moshe</forename><forename type="first">Y.</forename><surname>Vardi</surname></persName><affiliation>Rice University, Houston, TX, USA</affiliation></editor><editor><persName><forename type="first">Gerhard</forename><surname>Weikum</surname></persName><affiliation>Max-Planck Institute of Computer Science, Saarbrücken, Germany</affiliation></editor><biblScope><date>2009</date></biblScope><idno type="pISSN">0302-9743</idno><idno type="eISSN">1611-3349</idno><idno type="seriesId">558</idno></series><idno type="istex">20D632A2B006B1513322E59A2E465E2F2BB2FE71</idno><idno type="DOI">10.1007/978-3-642-10543-2_3</idno><idno type="ChapterID">3</idno><idno type="ChapterID">Chap3</idno></biblStruct></sourceDesc></fileDesc><profileDesc><creation><date>2009</date></creation><langUsage><language ident="en">en</language></langUsage><abstract xml:lang="en"><p>Abstract: In this paper, we present a study of adaptive image browsing, based on high-level classification. The underlying hypothesis is that the performance of a browsing model can be improved by integrating high-level semantic concepts. We introduce a multi-label classification model designed to alleviate a binary classification problem in image classification. The effectiveness of this approach is evaluated by using a simulated user evaluation methodology. The results show that the classification assists users to narrow down the search domain and to retrieve more relevant results with respect to less amount of browsing effort.</p></abstract><textClass><keywords scheme="Book Subject Collection"><list><label>SUCO11645</label><item><term>Computer Science</term></item></list></keywords></textClass><textClass><keywords scheme="Book Subject Group"><list><label>I</label><label>I18040</label><label>I18059</label><label>I18030</label><label>I18008</label><label>I21033</label><label>I18067</label><item><term>Computer Science</term></item><item><term>Information Systems Applications (incl.Internet)</term></item><item><term>Multimedia Information Systems</term></item><item><term>Data Mining and Knowledge Discovery</term></item><item><term>Information Systems and Communication Service</term></item><item><term>Document Preparation and Text Processing</term></item><item><term>User Interfaces and Human Computer Interaction</term></item></list></keywords></textClass></profileDesc><revisionDesc><change when="2009">Published</change><change xml:id="refBibs-istex" who="#ISTEX-API" when="2016-3-20">References added</change></revisionDesc></teiHeader></istex:fulltextTEI><json:item><original>false</original><mimetype>text/plain</mimetype><extension>txt</extension><uri>https://api.istex.fr/document/20D632A2B006B1513322E59A2E465E2F2BB2FE71/fulltext/txt</uri></json:item></fulltext><metadata><mods version="3.6"><titleInfo lang="en"><title>A Simulated User Study of Image Browsing Using High-Level Classification</title></titleInfo><titleInfo type="alternative" contentType="CDATA" lang="en"><title>A Simulated User Study of Image Browsing Using High-Level Classification</title></titleInfo><name type="personal"><namePart type="given">Teerapong</namePart><namePart type="family">Leelanupab</namePart><affiliation>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</affiliation><affiliation>E-mail: kimm@dcs.gla.ac.uk</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Yue</namePart><namePart type="family">Feng</namePart><affiliation>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</affiliation><affiliation>E-mail: yuefeng@dcs.gla.ac.uk</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Vassilios</namePart><namePart type="family">Stathopoulos</namePart><affiliation>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</affiliation><affiliation>E-mail: stathv@dcs.gla.ac.uk</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Joemon</namePart><namePart type="given">M.</namePart><namePart type="family">Jose</namePart><affiliation>University of Glasgow, G12 8RZ, Glasgow, United Kingdom</affiliation><affiliation>E-mail: jj@dcs.gla.ac.uk</affiliation><role><roleTerm type="text">author</roleTerm></role></name><typeOfResource>text</typeOfResource><genre type="conference [eBooks]" displayLabel="OriginalPaper"></genre><originInfo><publisher>Springer Berlin Heidelberg</publisher><place><placeTerm type="text">Berlin, Heidelberg</placeTerm></place><dateIssued encoding="w3cdtf">2009</dateIssued><copyrightDate encoding="w3cdtf">2009</copyrightDate></originInfo><language><languageTerm type="code" authority="rfc3066">en</languageTerm><languageTerm type="code" authority="iso639-2b">eng</languageTerm></language><physicalDescription><internetMediaType>text/html</internetMediaType></physicalDescription><abstract lang="en">Abstract: In this paper, we present a study of adaptive image browsing, based on high-level classification. The underlying hypothesis is that the performance of a browsing model can be improved by integrating high-level semantic concepts. We introduce a multi-label classification model designed to alleviate a binary classification problem in image classification. The effectiveness of this approach is evaluated by using a simulated user evaluation methodology. The results show that the classification assists users to narrow down the search domain and to retrieve more relevant results with respect to less amount of browsing effort.</abstract><relatedItem type="host"><titleInfo><title>Semantic Multimedia</title><subTitle>4th International Conference on Semantic and Digital Media Technologies, SAMT 2009 Graz, Austria, December 2-4, 2009 Proceedings</subTitle></titleInfo><name type="personal"><namePart type="given">Tat-Seng</namePart><namePart type="family">Chua</namePart><affiliation>National University of Singapore, 3 Science Dr, 117543, Singapore</affiliation><affiliation>E-mail: chuats@comp.nus.edu.sg</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Yiannis</namePart><namePart type="family">Kompatsiaris</namePart><affiliation>Informatics and Telematics Institute, Centre for Research and Technology-Hellas, 57001, Thessaloniki, Greece</affiliation><affiliation>E-mail: ikom@iti.gr</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Bernard</namePart><namePart type="family">Mérialdo</namePart><affiliation>Institut Eurécom. Département Communications Multimédia, 2229, route des Crêtes, B.P. 193, 06904, Sophia-Antipolis CEDEX, France</affiliation><affiliation>E-mail: bernard.merialdo@eurecom.fr</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Werner</namePart><namePart type="family">Haas</namePart><affiliation> , Graz, Austria</affiliation><affiliation>E-mail: werner.haas@joanneum.at</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Georg</namePart><namePart type="family">Thallinger</namePart><affiliation>Institute of Information Systems & Information Management, JOANNEUM RESEARCH Forschungsgesellschaft mbH, Steyrergasse 17, 8010, Graz, Austria</affiliation><affiliation>E-mail: Georg.Thallinger@joanneum.at</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Werner</namePart><namePart type="family">Bailer</namePart><affiliation>Institute of Information Systems & Information Management, JOANNEUM RESEARCH Forschungsgesellschaft mbH, Steyrergasse 17, 8010, Graz, Austria</affiliation><affiliation>E-mail: Werner.Bailer@joanneum.at</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><genre type="Book Series" displayLabel="Proceedings"></genre><originInfo><copyrightDate encoding="w3cdtf">2009</copyrightDate><issuance>monographic</issuance></originInfo><subject><genre>Book Subject Collection</genre><topic authority="SpringerSubjectCodes" authorityURI="SUCO11645">Computer Science</topic></subject><subject><genre>Book Subject Group</genre><topic authority="SpringerSubjectCodes" authorityURI="I">Computer Science</topic><topic authority="SpringerSubjectCodes" authorityURI="I18040">Information Systems Applications (incl.Internet)</topic><topic authority="SpringerSubjectCodes" authorityURI="I18059">Multimedia Information Systems</topic><topic authority="SpringerSubjectCodes" authorityURI="I18030">Data Mining and Knowledge Discovery</topic><topic authority="SpringerSubjectCodes" authorityURI="I18008">Information Systems and Communication Service</topic><topic authority="SpringerSubjectCodes" authorityURI="I21033">Document Preparation and Text Processing</topic><topic authority="SpringerSubjectCodes" authorityURI="I18067">User Interfaces and Human Computer Interaction</topic></subject><identifier type="DOI">10.1007/978-3-642-10543-2</identifier><identifier type="ISBN">978-3-642-10542-5</identifier><identifier type="eISBN">978-3-642-10543-2</identifier><identifier type="ISSN">0302-9743</identifier><identifier type="eISSN">1611-3349</identifier><identifier type="BookTitleID">193103</identifier><identifier type="BookID">978-3-642-10543-2</identifier><identifier type="BookChapterCount">23</identifier><identifier type="BookVolumeNumber">5887</identifier><identifier type="BookSequenceNumber">5887</identifier><identifier type="PartChapterCount">3</identifier><part><date>2009</date><detail type="part"><title>Content Organization and Browsing</title></detail><detail type="volume"><number>5887</number><caption>vol.</caption></detail><extent unit="pages"><start>3</start><end>15</end></extent></part><recordInfo><recordOrigin>Springer-Verlag Berlin Heidelberg, 2009</recordOrigin></recordInfo></relatedItem><relatedItem type="series"><titleInfo><title>Lecture Notes in Computer Science</title></titleInfo><name type="personal"><namePart type="given">David</namePart><namePart type="family">Hutchison</namePart><affiliation>Lancaster University, Lancaster, UK</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Takeo</namePart><namePart type="family">Kanade</namePart><affiliation>Carnegie Mellon University, Pittsburgh, PA, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Josef</namePart><namePart type="family">Kittler</namePart><affiliation>University of Surrey, Guildford, UK</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Jon</namePart><namePart type="given">M.</namePart><namePart type="family">Kleinberg</namePart><affiliation>Cornell University, Ithaca, NY, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Friedemann</namePart><namePart type="family">Mattern</namePart><affiliation>ETH Zurich, Zurich, Switzerland</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">John</namePart><namePart type="given">C.</namePart><namePart type="family">Mitchell</namePart><affiliation>Stanford University, Stanford, CA, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Moni</namePart><namePart type="family">Naor</namePart><affiliation>Weizmann Institute of Science, Rehovot, Israel</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Oscar</namePart><namePart type="family">Nierstrasz</namePart><affiliation>University of Bern, Bern, Switzerland</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">C.</namePart><namePart type="family">Pandu Rangan</namePart><affiliation>Indian Institute of Technology, Madras, India</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Bernhard</namePart><namePart type="family">Steffen</namePart><affiliation>University of Dortmund, Dortmund, Germany</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Madhu</namePart><namePart type="family">Sudan</namePart><affiliation>Massachusetts Institute of Technology, MA, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Demetri</namePart><namePart type="family">Terzopoulos</namePart><affiliation>University of California, Los Angeles, CA, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Doug</namePart><namePart type="family">Tygar</namePart><affiliation>University of California, Berkeley, CA, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Moshe</namePart><namePart type="given">Y.</namePart><namePart type="family">Vardi</namePart><affiliation>Rice University, Houston, TX, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Gerhard</namePart><namePart type="family">Weikum</namePart><affiliation>Max-Planck Institute of Computer Science, Saarbrücken, Germany</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><originInfo><copyrightDate encoding="w3cdtf">2009</copyrightDate><issuance>serial</issuance></originInfo><identifier type="ISSN">0302-9743</identifier><identifier type="eISSN">1611-3349</identifier><identifier type="SeriesID">558</identifier><recordInfo><recordOrigin>Springer-Verlag Berlin Heidelberg, 2009</recordOrigin></recordInfo></relatedItem><identifier type="istex">20D632A2B006B1513322E59A2E465E2F2BB2FE71</identifier><identifier type="DOI">10.1007/978-3-642-10543-2_3</identifier><identifier type="ChapterID">3</identifier><identifier type="ChapterID">Chap3</identifier><accessCondition type="use and reproduction" contentType="copyright">Springer-Verlag Berlin Heidelberg, 2009</accessCondition><recordInfo><recordContentSource>SPRINGER</recordContentSource><recordOrigin>Springer-Verlag Berlin Heidelberg, 2009</recordOrigin></recordInfo></mods></metadata></istex></record>Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Ticri/CIDE/explor/TelematiV1/Data/Istex/Corpus
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 002118 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Istex/Corpus/biblio.hfd -nk 002118 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien
|wiki= Ticri/CIDE
|area= TelematiV1
|flux= Istex
|étape= Corpus
|type= RBID
|clé= ISTEX:20D632A2B006B1513322E59A2E465E2F2BB2FE71
|texte= A Simulated User Study of Image Browsing Using High-Level Classification
}}
| This area was generated with Dilib version V0.6.31. |  |