GAMA 1.6: Advancing the Art of Complex Agent-Based Modeling and Simulation
Identifieur interne : 001453 ( Istex/Corpus ); précédent : 001452; suivant : 001454GAMA 1.6: Advancing the Art of Complex Agent-Based Modeling and Simulation
Auteurs : Arnaud Grignard ; Patrick Taillandier ; Benoit Gaudou ; Duc An Vo ; Nghi Quang Huynh ; Alexis DrogoulSource :
- Lecture Notes in Computer Science [ 0302-9743 ]
Abstract
Abstract: Agent-based models tend to be more and more complex. In order to cope with this increase of complexity, powerful modeling and simulation tools are required. These last years have seen the development of several platforms dedicated to the development of agent-based models. While some of them are still limited to the development of simple models, others allow to develop rich and complex models. Among them, the GAMA modeling and simulation platform is aimed at supporting the design of spatialized, multiple-paradigms and multiple-scales models. Several papers have already introduced GAMA, notably in earlier PRIMA conferences, and we would like, in this paper, to introduce the new features provided by GAMA 1.6, the latest revision to date of the platform. In particular, we present its capabilities concerning the tight combination of 3D visualization, GIS data management, and multi-level modeling. In addition, we present some examples of real projects that rely on GAMA to develop complex models.
Url:
DOI: 10.1007/978-3-642-44927-7_9
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ISTEX:5C5336AEFC33C990DDC4B5AE338A68290EFFB283Le document en format XML
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In order to cope with this increase of complexity, powerful modeling and simulation tools are required. These last years have seen the development of several platforms dedicated to the development of agent-based models. While some of them are still limited to the development of simple models, others allow to develop rich and complex models. Among them, the GAMA modeling and simulation platform is aimed at supporting the design of spatialized, multiple-paradigms and multiple-scales models. Several papers have already introduced GAMA, notably in earlier PRIMA conferences, and we would like, in this paper, to introduce the new features provided by GAMA 1.6, the latest revision to date of the platform. In particular, we present its capabilities concerning the tight combination of 3D visualization, GIS data management, and multi-level modeling. In addition, we present some examples of real projects that rely on GAMA to develop complex models.</div></front></TEI><istex><corpusName>springer-ebooks</corpusName><author><json:item><name>Arnaud Grignard</name><affiliations><json:string>UMI 209 UMMISCO/MSI, UPMC, France</json:string></affiliations></json:item><json:item><name>Patrick Taillandier</name><affiliations><json:string>UMR 6266 IDEES, CNRS/University of Rouen, France</json:string></affiliations></json:item><json:item><name>Benoit Gaudou</name><affiliations><json:string>UMR 5505 IRIT, CNRS/University of Toulouse, France</json:string></affiliations></json:item><json:item><name>Duc An Vo</name><affiliations><json:string>UMI 209 UMMISCO/MSI, IRD, Vietnam</json:string></affiliations></json:item><json:item><name>Nghi Quang Huynh</name><affiliations><json:string>DREAM-CTU/IRD, CICT, Can Tho University, Vietnam</json:string></affiliations></json:item><json:item><name>Alexis Drogoul</name><affiliations><json:string>UMI 209 UMMISCO/MSI, IRD, Vietnam</json:string></affiliations></json:item></author><subject><json:item><lang><json:string>eng</json:string></lang><value>Agent-based modeling</value></json:item><json:item><lang><json:string>eng</json:string></lang><value>simulation</value></json:item><json:item><lang><json:string>eng</json:string></lang><value>GIS</value></json:item><json:item><lang><json:string>eng</json:string></lang><value>multi-level</value></json:item><json:item><lang><json:string>eng</json:string></lang><value>ODE</value></json:item><json:item><lang><json:string>eng</json:string></lang><value>platform</value></json:item><json:item><lang><json:string>eng</json:string></lang><value>visualization</value></json:item><json:item><lang><json:string>eng</json:string></lang><value>complex systems</value></json:item></subject><arkIstex>ark:/67375/HCB-07WM0L5W-3</arkIstex><language><json:string>eng</json:string></language><originalGenre><json:string>OriginalPaper</json:string></originalGenre><abstract>Abstract: Agent-based models tend to be more and more complex. In order to cope with this increase of complexity, powerful modeling and simulation tools are required. These last years have seen the development of several platforms dedicated to the development of agent-based models. While some of them are still limited to the development of simple models, others allow to develop rich and complex models. Among them, the GAMA modeling and simulation platform is aimed at supporting the design of spatialized, multiple-paradigms and multiple-scales models. Several papers have already introduced GAMA, notably in earlier PRIMA conferences, and we would like, in this paper, to introduce the new features provided by GAMA 1.6, the latest revision to date of the platform. In particular, we present its capabilities concerning the tight combination of 3D visualization, GIS data management, and multi-level modeling. 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type="first">Oscar</forename><surname>Nierstrasz</surname></persName><affiliation><idno type="GRID" subtype="Institution">grid.5734.5</idno><idno type="ISNI" subtype="Institution">0000000107265157</idno><orgName type="institution">University of Bern</orgName><address><settlement>Bern</settlement><country key="CH">SWITZERLAND</country></address></affiliation></editor><editor><persName><forename type="first">C.</forename><surname>Pandu Rangan</surname></persName><affiliation><idno type="GRID" subtype="Institution">grid.417969.4</idno><idno type="ISNI" subtype="Institution">0000000123151926</idno><orgName type="institution">Indian Institute of Technology</orgName><address><settlement>Madras</settlement><country key="IN">INDIA</country></address></affiliation></editor><editor><persName><forename type="first">Bernhard</forename><surname>Steffen</surname></persName><affiliation><idno type="GRID" subtype="Institution">grid.5675.1</idno><idno type="ISNI" subtype="Institution">0000000104169637</idno><orgName type="institution">University of Dortmund</orgName><address><settlement>Dortmund</settlement><country key="DE">GERMANY</country></address></affiliation></editor><editor><persName><forename type="first">Madhu</forename><surname>Sudan</surname></persName><affiliation><idno type="GRID" subtype="Institution">grid.116068.8</idno><idno type="ISNI" subtype="Institution">0000000123412786</idno><orgName type="institution">Massachusetts Institute of Technology</orgName><address><region>MA</region><country key="US">UNITED STATES</country></address></affiliation></editor><editor><persName><forename type="first">Demetri</forename><surname>Terzopoulos</surname></persName><affiliation><idno type="GRID" subtype="Institution">grid.19006.3e</idno><idno type="ISNI" subtype="Institution">0000000096326718</idno><orgName type="institution">University of California</orgName><address><settlement>Los Angeles</settlement><region>CA</region><country key="US">UNITED STATES</country></address></affiliation></editor><editor><persName><forename type="first">Doug</forename><surname>Tygar</surname></persName><affiliation><idno type="GRID" subtype="Institution">grid.47840.3f</idno><idno type="ISNI" subtype="Institution">0000000121817878</idno><orgName type="institution">University of California</orgName><address><settlement>Berkeley</settlement><region>CA</region><country key="US">UNITED STATES</country></address></affiliation></editor><editor><persName><forename type="first">Moshe</forename><forename type="first">Y.</forename><surname>Vardi</surname></persName><affiliation><idno type="GRID" subtype="Institution">grid.21940.3e</idno><idno type="ISNI" subtype="Institution"> 0000000419368278</idno><orgName type="institution">Rice University</orgName><address><settlement>Houston</settlement><region>TX</region><country key="US">UNITED STATES</country></address></affiliation></editor><editor><persName><forename type="first">Gerhard</forename><surname>Weikum</surname></persName><affiliation><idno type="GRID" subtype="Institution">grid.419607.d</idno><idno type="ISNI" subtype="Institution">0000000120969941</idno><orgName type="institution">Max-Planck Institute of Computer Science</orgName><address><settlement>Saarbrücken</settlement><country key="DE">GERMANY</country></address></affiliation></editor><idno type="pISSN">0302-9743</idno><idno type="eISSN">1611-3349</idno><idno type="seriesID">558</idno></series></biblStruct></sourceDesc></fileDesc><profileDesc><abstract xml:lang="en"><head>Abstract</head><p>Agent-based models tend to be more and more complex. In order to cope with this increase of complexity, powerful modeling and simulation tools are required. These last years have seen the development of several platforms dedicated to the development of agent-based models. While some of them are still limited to the development of simple models, others allow to develop rich and complex models. Among them, the GAMA modeling and simulation platform is aimed at supporting the design of spatialized, multiple-paradigms and multiple-scales models. Several papers have already introduced GAMA, notably in earlier PRIMA conferences, and we would like, in this paper, to introduce the new features provided by GAMA 1.6, the latest revision to date of the platform. In particular, we present its capabilities concerning the tight combination of 3D visualization, GIS data management, and multi-level modeling. In addition, we present some examples of real projects that rely on GAMA to develop complex models.</p></abstract><textClass ana="keyword"><keywords xml:lang="en"><term>Agent-based modeling</term><term>simulation</term><term>GIS</term><term>multi-level</term><term>ODE</term><term>platform</term><term>visualization</term><term>complex systems</term></keywords></textClass><textClass ana="subject"><keywords scheme="book-subject-collection"><list><label>SUCO11645</label><item><term>Computer Science</term></item></list></keywords></textClass><textClass ana="subject"><keywords scheme="book-subject"><list><label>SCI</label><item><term type="Primary">Computer Science</term></item><label>SCI21017</label><item><term type="Secondary" subtype="priority-1">Artificial Intelligence (incl. Robotics)</term></item><label>SCI14029</label><item><term type="Secondary" subtype="priority-2">Software Engineering</term></item><label>SCI26000</label><item><term type="Secondary" subtype="priority-3">e-Commerce/e-business</term></item><label>SCI18032</label><item><term type="Secondary" subtype="priority-4">Information Storage and Retrieval</term></item><label>SCI18067</label><item><term type="Secondary" subtype="priority-5">User Interfaces and Human Computer Interaction</term></item><label>SCI18040</label><item><term type="Secondary" subtype="priority-6">Information Systems Applications (incl. 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Internet)</BookSubject><SubjectCollection Code="SUCO11645">Computer Science</SubjectCollection></BookSubjectGroup><BookContext><SeriesID>558</SeriesID><SubSeriesID>1244</SubSeriesID></BookContext><ConferenceInfo><ConfSeriesName>International Conference on Principles and Practice of Multi-Agent Systems</ConfSeriesName><ConfSeriesID Type="Springer">prima</ConfSeriesID><ConfSeriesID Type="DBLP">prima</ConfSeriesID><ConfEventID Type="Springer">prima2013</ConfEventID><ConfEventAbbreviation>PRIMA</ConfEventAbbreviation><ConfNumber>16</ConfNumber><ConfEventLocation><City>Dunedin</City><Country>New Zealand</Country></ConfEventLocation><ConfEventDateStart><Year>2013</Year><Month>12</Month><Day>1</Day></ConfEventDateStart><ConfEventDateEnd><Year>2013</Year><Month>12</Month><Day>6</Day></ConfEventDateEnd></ConferenceInfo></BookInfo><BookHeader><EditorGroup><Editor AffiliationIDS="Aff19"><EditorName DisplayOrder="Western"><GivenName>Guido</GivenName><FamilyName>Boella</FamilyName></EditorName><Contact><Email>guido@di.unito.it</Email></Contact></Editor><Editor AffiliationIDS="Aff20"><EditorName DisplayOrder="Western"><GivenName>Edith</GivenName><FamilyName>Elkind</FamilyName></EditorName><Contact><Email>eelkind@ntu.edu.sg</Email></Contact></Editor><Editor AffiliationIDS="Aff21"><EditorName DisplayOrder="Western"><GivenName>Bastin</GivenName><GivenName>Tony</GivenName><GivenName>Roy</GivenName><FamilyName>Savarimuthu</FamilyName></EditorName><Contact><Email>tony.savarimuthu@otago.ac.nz</Email></Contact></Editor><Editor AffiliationIDS="Aff22"><EditorName DisplayOrder="Western"><GivenName>Frank</GivenName><FamilyName>Dignum</FamilyName></EditorName><Contact><Email>f.p.m.dignum@uu.nl</Email></Contact></Editor><Editor AffiliationIDS="Aff21"><EditorName 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Level="Institution" Type="ISNI">0000000419367830</OrgID><OrgDivision>Department of Information Science</OrgDivision><OrgName>University of Otago</OrgName><OrgAddress><City>Dunedin</City><Country>New Zealand</Country></OrgAddress></Affiliation><Affiliation ID="Aff22"><OrgID Level="Institution" Type="GRID">grid.5477.1</OrgID><OrgID Level="Institution" Type="ISNI">0000000120346234</OrgID><OrgDivision>Department of Information and Computing Sciences</OrgDivision><OrgName>Utrecht University</OrgName><OrgAddress><City>Utrecht</City><Country>The Netherlands</Country></OrgAddress></Affiliation></EditorGroup></BookHeader><Part ID="Part2"><PartInfo OutputMedium="All" TocLevels="0"><PartID>2</PartID><PartSequenceNumber>2</PartSequenceNumber><PartTitle>Full Papers</PartTitle><PartChapterCount>24</PartChapterCount><PartContext><SeriesID>558</SeriesID><BookID>978-3-642-44927-7</BookID><BookTitle>PRIMA 2013: Principles and Practice of Multi-Agent Systems</BookTitle></PartContext></PartInfo><Chapter ID="Chap9" Language="En"><ChapterInfo ChapterType="OriginalPaper" ContainsESM="No" NumberingDepth="2" NumberingStyle="ContentOnly" TocLevels="0"><ChapterID>9</ChapterID><ChapterDOI>10.1007/978-3-642-44927-7_9</ChapterDOI><ChapterSequenceNumber>9</ChapterSequenceNumber><ChapterTitle Language="En">GAMA 1.6: Advancing the Art of Complex Agent-Based Modeling and Simulation</ChapterTitle><ChapterFirstPage>117</ChapterFirstPage><ChapterLastPage>131</ChapterLastPage><ChapterCopyright><CopyrightHolderName>Springer-Verlag Berlin Heidelberg</CopyrightHolderName><CopyrightYear>2013</CopyrightYear></ChapterCopyright><ChapterGrants Type="Regular"><MetadataGrant Grant="OpenAccess"></MetadataGrant><AbstractGrant Grant="OpenAccess"></AbstractGrant><BodyPDFGrant Grant="Restricted"></BodyPDFGrant><BodyHTMLGrant Grant="Restricted"></BodyHTMLGrant><BibliographyGrant Grant="Restricted"></BibliographyGrant><ESMGrant Grant="Restricted"></ESMGrant></ChapterGrants><ChapterContext><SeriesID>558</SeriesID><PartID>2</PartID><BookID>978-3-642-44927-7</BookID><BookTitle>PRIMA 2013: Principles and Practice of Multi-Agent Systems</BookTitle></ChapterContext></ChapterInfo><ChapterHeader><AuthorGroup><Author AffiliationIDS="Aff23"><AuthorName DisplayOrder="Western"><GivenName>Arnaud</GivenName><FamilyName>Grignard</FamilyName></AuthorName></Author><Author AffiliationIDS="Aff25"><AuthorName DisplayOrder="Western"><GivenName>Patrick</GivenName><FamilyName>Taillandier</FamilyName></AuthorName></Author><Author AffiliationIDS="Aff26"><AuthorName DisplayOrder="Western"><GivenName>Benoit</GivenName><FamilyName>Gaudou</FamilyName></AuthorName></Author><Author AffiliationIDS="Aff24"><AuthorName DisplayOrder="Western"><GivenName>Duc</GivenName><GivenName>An</GivenName><FamilyName>Vo</FamilyName></AuthorName></Author><Author AffiliationIDS="Aff27"><AuthorName DisplayOrder="Western"><GivenName>Nghi</GivenName><GivenName>Quang</GivenName><FamilyName>Huynh</FamilyName></AuthorName></Author><Author AffiliationIDS="Aff24"><AuthorName DisplayOrder="Western"><GivenName>Alexis</GivenName><FamilyName>Drogoul</FamilyName></AuthorName></Author><Affiliation ID="Aff23"><OrgID Level="Institution" Type="GRID">grid.5805.8</OrgID><OrgID Level="Institution" Type="ISNI">0000000119553500</OrgID><OrgDivision>UMI 209 UMMISCO/MSI</OrgDivision><OrgName>UPMC</OrgName><OrgAddress><Country>France</Country></OrgAddress></Affiliation><Affiliation ID="Aff24"><OrgDivision>UMI 209 UMMISCO/MSI</OrgDivision><OrgName>IRD</OrgName><OrgAddress><Country>Vietnam</Country></OrgAddress></Affiliation><Affiliation ID="Aff25"><OrgDivision>UMR 6266 IDEES</OrgDivision><OrgName>CNRS/University of Rouen</OrgName><OrgAddress><Country>France</Country></OrgAddress></Affiliation><Affiliation ID="Aff26"><OrgDivision>UMR 5505 IRIT</OrgDivision><OrgName>CNRS/University of Toulouse</OrgName><OrgAddress><Country>France</Country></OrgAddress></Affiliation><Affiliation ID="Aff27"><OrgID Level="Institution" Type="GRID">grid.25488.33</OrgID><OrgID Level="Institution" Type="ISNI">0000000406430300</OrgID><OrgDivision>DREAM-CTU/IRD, CICT</OrgDivision><OrgName>Can Tho University</OrgName><OrgAddress><Country>Vietnam</Country></OrgAddress></Affiliation></AuthorGroup><Abstract ID="Abs1" Language="En"><Heading>Abstract</Heading><Para>Agent-based models tend to be more and more complex. In order to cope with this increase of complexity, powerful modeling and simulation tools are required. These last years have seen the development of several platforms dedicated to the development of agent-based models. While some of them are still limited to the development of simple models, others allow to develop rich and complex models. Among them, the GAMA modeling and simulation platform is aimed at supporting the design of spatialized, multiple-paradigms and multiple-scales models. Several papers have already introduced GAMA, notably in earlier PRIMA conferences, and we would like, in this paper, to introduce the new features provided by GAMA 1.6, the latest revision to date of the platform. In particular, we present its capabilities concerning the tight combination of 3D visualization, GIS data management, and multi-level modeling. In addition, we present some examples of real projects that rely on GAMA to develop complex models.</Para></Abstract><KeywordGroup Language="En"><Heading>Keywords</Heading><Keyword>Agent-based modeling</Keyword><Keyword>simulation</Keyword><Keyword>GIS</Keyword><Keyword>multi-level</Keyword><Keyword>ODE</Keyword><Keyword>platform</Keyword><Keyword>visualization</Keyword><Keyword>complex systems</Keyword></KeywordGroup></ChapterHeader><NoBody></NoBody></Chapter></Part></Book></Series></Publisher><!-- Converted from LaTeX with LaTeX2A++ V3.1.50 --></istex:document></istex:metadataXml><mods version="3.6"><titleInfo lang="en"><title>GAMA 1.6: Advancing the Art of Complex Agent-Based Modeling and Simulation</title></titleInfo><titleInfo type="alternative" contentType="CDATA"><title>GAMA 1.6: Advancing the Art of Complex Agent-Based Modeling and Simulation</title></titleInfo><name type="personal"><namePart type="given">Arnaud</namePart><namePart type="family">Grignard</namePart><affiliation>UMI 209 UMMISCO/MSI, UPMC, France</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Patrick</namePart><namePart type="family">Taillandier</namePart><affiliation>UMR 6266 IDEES, CNRS/University of Rouen, France</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Benoit</namePart><namePart type="family">Gaudou</namePart><affiliation>UMR 5505 IRIT, CNRS/University of Toulouse, France</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Duc</namePart><namePart type="given">An</namePart><namePart type="family">Vo</namePart><affiliation>UMI 209 UMMISCO/MSI, IRD, Vietnam</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Nghi</namePart><namePart type="given">Quang</namePart><namePart type="family">Huynh</namePart><affiliation>DREAM-CTU/IRD, CICT, Can Tho University, Vietnam</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Alexis</namePart><namePart type="family">Drogoul</namePart><affiliation>UMI 209 UMMISCO/MSI, IRD, Vietnam</affiliation><role><roleTerm type="text">author</roleTerm></role></name><typeOfResource>text</typeOfResource><genre displayLabel="OriginalPaper" authority="ISTEX" authorityURI="https://content-type.data.istex.fr" type="conference" valueURI="https://content-type.data.istex.fr/ark:/67375/XTP-BFHXPBJJ-3">conference</genre><originInfo><publisher>Springer Berlin Heidelberg</publisher><place><placeTerm type="text">Berlin, Heidelberg</placeTerm></place><dateIssued encoding="w3cdtf">2013</dateIssued><copyrightDate encoding="w3cdtf">2013</copyrightDate></originInfo><language><languageTerm type="code" authority="rfc3066">en</languageTerm><languageTerm type="code" authority="iso639-2b">eng</languageTerm></language><abstract lang="en">Abstract: Agent-based models tend to be more and more complex. In order to cope with this increase of complexity, powerful modeling and simulation tools are required. These last years have seen the development of several platforms dedicated to the development of agent-based models. While some of them are still limited to the development of simple models, others allow to develop rich and complex models. Among them, the GAMA modeling and simulation platform is aimed at supporting the design of spatialized, multiple-paradigms and multiple-scales models. Several papers have already introduced GAMA, notably in earlier PRIMA conferences, and we would like, in this paper, to introduce the new features provided by GAMA 1.6, the latest revision to date of the platform. In particular, we present its capabilities concerning the tight combination of 3D visualization, GIS data management, and multi-level modeling. In addition, we present some examples of real projects that rely on GAMA to develop complex models.</abstract><subject lang="en"><genre>Keywords</genre><topic>Agent-based modeling</topic><topic>simulation</topic><topic>GIS</topic><topic>multi-level</topic><topic>ODE</topic><topic>platform</topic><topic>visualization</topic><topic>complex systems</topic></subject><relatedItem type="host"><titleInfo><title>PRIMA 2013: Principles and Practice of Multi-Agent Systems</title><subTitle>16th International Conference, Dunedin, New Zealand, December 1-6, 2013. Proceedings</subTitle></titleInfo><name type="personal"><namePart type="given">Guido</namePart><namePart type="family">Boella</namePart><affiliation>Dipartimento di Informatica,, Università degli Studi di Torino, via Pessinetto 12,, 10149, Torino, Italy</affiliation><affiliation>E-mail: guido@di.unito.it</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Edith</namePart><namePart type="family">Elkind</namePart><affiliation>Division of Mathematical Sciences, Nanyang Technological University, Singapore</affiliation><affiliation>E-mail: eelkind@ntu.edu.sg</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Bastin</namePart><namePart type="given">Tony</namePart><namePart type="given">Roy</namePart><namePart type="family">Savarimuthu</namePart><affiliation>Department of Information Science, University of Otago, Dunedin, New Zealand</affiliation><affiliation>E-mail: tony.savarimuthu@otago.ac.nz</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Frank</namePart><namePart type="family">Dignum</namePart><affiliation>Department of Information and Computing Sciences, Utrecht University, Utrecht, The Netherlands</affiliation><affiliation>E-mail: f.p.m.dignum@uu.nl</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Martin</namePart><namePart type="given">K.</namePart><namePart type="family">Purvis</namePart><affiliation>Department of Information Science, University of Otago, Dunedin, New Zealand</affiliation><affiliation>E-mail: martin.purvis@otago.ac.nz</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><genre type="book-series" authority="ISTEX" authorityURI="https://publication-type.data.istex.fr" valueURI="https://publication-type.data.istex.fr/ark:/67375/JMC-0G6R5W5T-Z">book-series</genre><originInfo><publisher>Springer</publisher><copyrightDate encoding="w3cdtf">2013</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="SCI">Computer Science</topic><topic authority="SpringerSubjectCodes" authorityURI="SCI21017">Artificial Intelligence (incl. Robotics)</topic><topic authority="SpringerSubjectCodes" authorityURI="SCI14029">Software Engineering</topic><topic authority="SpringerSubjectCodes" authorityURI="SCI26000">e-Commerce/e-business</topic><topic authority="SpringerSubjectCodes" authorityURI="SCI18032">Information Storage and Retrieval</topic><topic authority="SpringerSubjectCodes" authorityURI="SCI18067">User Interfaces and Human Computer Interaction</topic><topic authority="SpringerSubjectCodes" authorityURI="SCI18040">Information Systems Applications (incl. Internet)</topic></subject><identifier type="DOI">10.1007/978-3-642-44927-7</identifier><identifier type="ISBN">978-3-642-44926-0</identifier><identifier type="eISBN">978-3-642-44927-7</identifier><identifier type="ISSN">0302-9743</identifier><identifier type="eISSN">1611-3349</identifier><identifier type="BookTitleID">321077</identifier><identifier type="BookID">978-3-642-44927-7</identifier><identifier type="BookChapterCount">43</identifier><identifier type="BookVolumeNumber">8291</identifier><identifier type="BookSequenceNumber">8291</identifier><identifier type="PartChapterCount">24</identifier><part><date>2013</date><detail type="part"><title>Full Papers</title></detail><detail type="volume"><number>8291</number><caption>vol.</caption></detail><extent unit="pages"><start>117</start><end>131</end></extent></part><recordInfo><recordOrigin>Springer-Verlag Berlin Heidelberg, 2013</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 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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 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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 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