An Analysis and Design Framework for Agent-Based Social Simulation
Identifieur interne : 000232 ( Istex/Corpus ); précédent : 000231; suivant : 000233An Analysis and Design Framework for Agent-Based Social Simulation
Auteurs : Amineh Ghorbani ; Virginia Dignum ; Gerard DijkemaSource :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2012.
Abstract
Abstract: Agent-based modeling is one of the popular tools for analyzing complex social systems. To model such systems, social attributes such as culture, law and institutions need to implemented as part of the context of a MAS, independently of individual agents. In this paper, we present MAIA; a framework for modeling agent-based systems based on the Institutional Analysis and Development Framework (IAD). The IAD is a well established comprehensive framework which addresses many social attributes. To make this framework applicable to agent-based software implementation, we inspire from some of the detailed definitions in the OperA methodology. The framework covers the different types of structures affecting agents at the operational level; physical, collective and constitutional. Moreover, this framework includes the conceptualization and design of evaluation. An agent-based methodology has also been developed from the MAIA framework which consists of two layers. A conceptualization layer for analyzing and decomposing the system and a detailed design layer which leads to the implementation of social models. MAIA allows the balance of global institutional requirements with the autonomy of individual agents thus enabling system evolution and reflecting more of reality in artificial societies.
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DOI: 10.1007/978-3-642-27216-5_8
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To model such systems, social attributes such as culture, law and institutions need to implemented as part of the context of a MAS, independently of individual agents. In this paper, we present MAIA; a framework for modeling agent-based systems based on the Institutional Analysis and Development Framework (IAD). The IAD is a well established comprehensive framework which addresses many social attributes. To make this framework applicable to agent-based software implementation, we inspire from some of the detailed definitions in the OperA methodology. The framework covers the different types of structures affecting agents at the operational level; physical, collective and constitutional. Moreover, this framework includes the conceptualization and design of evaluation. An agent-based methodology has also been developed from the MAIA framework which consists of two layers. A conceptualization layer for analyzing and decomposing the system and a detailed design layer which leads to the implementation of social models. MAIA allows the balance of global institutional requirements with the autonomy of individual agents thus enabling system evolution and reflecting more of reality in artificial societies.</div></front></TEI><istex><corpusName>springer</corpusName><author><json:item><name>Amineh Ghorbani</name><affiliations><json:string>Faculty of Technology, Policy and Management, Delft University of Technology, Delft, The Netherlands</json:string><json:string>E-mail: a.ghorbani@tudelft.nl</json:string></affiliations></json:item><json:item><name>Virginia Dignum</name><affiliations><json:string>Faculty of Technology, Policy and Management, Delft University of Technology, Delft, The Netherlands</json:string></affiliations></json:item><json:item><name>Gerard Dijkema</name><affiliations><json:string>Faculty of Technology, Policy and Management, Delft University of Technology, Delft, The Netherlands</json:string></affiliations></json:item></author><language><json:string>eng</json:string></language><abstract>Abstract: Agent-based modeling is one of the popular tools for analyzing complex social systems. To model such systems, social attributes such as culture, law and institutions need to implemented as part of the context of a MAS, independently of individual agents. In this paper, we present MAIA; a framework for modeling agent-based systems based on the Institutional Analysis and Development Framework (IAD). The IAD is a well established comprehensive framework which addresses many social attributes. To make this framework applicable to agent-based software implementation, we inspire from some of the detailed definitions in the OperA methodology. The framework covers the different types of structures affecting agents at the operational level; physical, collective and constitutional. Moreover, this framework includes the conceptualization and design of evaluation. An agent-based methodology has also been developed from the MAIA framework which consists of two layers. A conceptualization layer for analyzing and decomposing the system and a detailed design layer which leads to the implementation of social models. 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type="first">Hiromitsu</forename><surname>Hattori</surname></persName><email>hatto@i.kyoto-u.ac.jp</email><affiliation>Department of Social Informatics, Kyoto University, Yoshida-Honmachi, 606-8501, Sakyo-ku, Kyoto, Japan</affiliation></editor><editor><persName><forename type="first">Adriaan</forename><surname>ter Mors</surname></persName><email>a.w.termors@tudelft.nl</email><affiliation>Department of Software Technology, Technische Universiteit, Mekelweg 4, 2628, Delft, CD, The Netherlands</affiliation></editor><editor><persName><forename type="first">Jose</forename><forename type="first">Miguel</forename><surname>Such</surname></persName><email>jsuch@dsic.upv.es</email><affiliation>Departamento de Sistemas Informáticos y Computación, Universidad Politécnica de Valencia, Camino de Vera s/n, 40622, Valencia, Spain</affiliation></editor><editor><persName><forename type="first">Danny</forename><surname>Weyns</surname></persName><email>danny.weyns@lnu.se</email><affiliation>Department of Computer Science, Linnaeus University, 351 95, Växjö, Sweden</affiliation></editor><editor><persName><forename type="first">Frank</forename><surname>Dignum</surname></persName><email>dignum@cs.uu.nl</email><affiliation>University of Utrecht, PO Box 80.089, 3508 TB, Utrecht, the Netherlands</affiliation></editor><idno type="pISSN">0302-9743</idno><idno type="eISSN">1611-3349</idno><biblScope type="seriesId">1244</biblScope></series><idno type="istex">034F11D7FE742816AAEF5805066B05F358DB44E4</idno><idno type="DOI">10.1007/978-3-642-27216-5_8</idno><idno type="ChapterID">Chap8</idno><idno type="ChapterID">8</idno></biblStruct></sourceDesc></fileDesc><profileDesc><creation><date>2012</date></creation><langUsage><language ident="en">en</language></langUsage><abstract xml:lang="en"><p>Abstract: Agent-based modeling is one of the popular tools for analyzing complex social systems. To model such systems, social attributes such as culture, law and institutions need to implemented as part of the context of a MAS, independently of individual agents. In this paper, we present MAIA; a framework for modeling agent-based systems based on the Institutional Analysis and Development Framework (IAD). The IAD is a well established comprehensive framework which addresses many social attributes. To make this framework applicable to agent-based software implementation, we inspire from some of the detailed definitions in the OperA methodology. The framework covers the different types of structures affecting agents at the operational level; physical, collective and constitutional. Moreover, this framework includes the conceptualization and design of evaluation. An agent-based methodology has also been developed from the MAIA framework which consists of two layers. A conceptualization layer for analyzing and decomposing the system and a detailed design layer which leads to the implementation of social models. MAIA allows the balance of global institutional requirements with the autonomy of individual agents thus enabling system evolution and reflecting more of reality in artificial societies.</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>I21017</label><label>I24040</label><label>I13022</label><label>I18030</label><label>I18067</label><label>W26007</label><item><term>Computer Science</term></item><item><term>Artificial Intelligence (incl. 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ID="Aff22"><OrgDivision>Departamento de Sistemas Informáticos y Computación</OrgDivision><OrgName>Universidad Politécnica de Valencia</OrgName><OrgAddress><Street>Camino de Vera s/n</Street><Postcode>40622</Postcode><City>Valencia</City><Country>Spain</Country></OrgAddress></Affiliation><Affiliation ID="Aff23"><OrgDivision>Department of Computer Science</OrgDivision><OrgName>Linnaeus University</OrgName><OrgAddress><Postcode>351 95</Postcode><City>Växjö</City><Country>Sweden</Country></OrgAddress></Affiliation><Affiliation ID="Aff24"><OrgName>University of Utrecht</OrgName><OrgAddress><Postbox>PO Box 80.089</Postbox><Postcode>3508 TB</Postcode><City>Utrecht</City><Country>the Netherlands</Country></OrgAddress></Affiliation></EditorGroup></BookHeader><Part ID="Part1"><PartInfo TocLevels="0"><PartID>1</PartID><PartSequenceNumber>1</PartSequenceNumber><PartTitle>AMPLE Workshop</PartTitle><PartChapterCount>13</PartChapterCount><PartContext><SeriesID>558</SeriesID><BookTitle>Advanced Agent Technology</BookTitle></PartContext></PartInfo><SubPart ID="SubPart3"><SubPartInfo><SubPartID>3</SubPartID><SubPartSequenceNumber>3</SubPartSequenceNumber><SubPartTitle>Policy Formulation</SubPartTitle><SubPartChapterCount>2</SubPartChapterCount></SubPartInfo><Chapter ID="Chap8" Language="En"><ChapterInfo ChapterType="OriginalPaper" ContainsESM="No" NumberingDepth="2" NumberingStyle="ContentOnly" TocLevels="0"><ChapterID>8</ChapterID><ChapterDOI>10.1007/978-3-642-27216-5_8</ChapterDOI><ChapterSequenceNumber>8</ChapterSequenceNumber><ChapterTitle Language="En">An Analysis and Design Framework for Agent-Based Social Simulation</ChapterTitle><ChapterFirstPage>96</ChapterFirstPage><ChapterLastPage>112</ChapterLastPage><ChapterCopyright><CopyrightHolderName>Springer-Verlag Berlin Heidelberg</CopyrightHolderName><CopyrightYear>2012</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>1</PartID><BookID>978-3-642-27216-5</BookID><BookTitle>Advanced Agent Technology</BookTitle></ChapterContext></ChapterInfo><ChapterHeader><AuthorGroup><Author AffiliationIDS="Aff25"><AuthorName DisplayOrder="Western"><GivenName>Amineh</GivenName><FamilyName>Ghorbani</FamilyName></AuthorName><Contact><Email>a.ghorbani@tudelft.nl</Email></Contact></Author><Author AffiliationIDS="Aff25"><AuthorName DisplayOrder="Western"><GivenName>Virginia</GivenName><FamilyName>Dignum</FamilyName></AuthorName></Author><Author AffiliationIDS="Aff25"><AuthorName DisplayOrder="Western"><GivenName>Gerard</GivenName><FamilyName>Dijkema</FamilyName></AuthorName></Author><Affiliation ID="Aff25"><OrgDivision>Faculty of Technology, Policy and Management</OrgDivision><OrgName>Delft University of Technology</OrgName><OrgAddress><City>Delft</City><Country>The Netherlands</Country></OrgAddress></Affiliation></AuthorGroup><Abstract ID="Abs1" Language="En"><Heading>Abstract</Heading><Para>Agent-based modeling is one of the popular tools for analyzing complex social systems. To model such systems, social attributes such as culture, law and institutions need to implemented as part of the context of a MAS, independently of individual agents.</Para><Para>In this paper, we present MAIA; a framework for modeling agent-based systems based on the Institutional Analysis and Development Framework (IAD). The IAD is a well established comprehensive framework which addresses many social attributes. To make this framework applicable to agent-based software implementation, we inspire from some of the detailed definitions in the OperA methodology. The framework covers the different types of structures affecting agents at the operational level; physical, collective and constitutional. Moreover, this framework includes the conceptualization and design of evaluation.</Para><Para>An agent-based methodology has also been developed from the MAIA framework which consists of two layers. A conceptualization layer for analyzing and decomposing the system and a detailed design layer which leads to the implementation of social models.</Para><Para>MAIA allows the balance of global institutional requirements with the autonomy of individual agents thus enabling system evolution and reflecting more of reality in artificial societies.</Para></Abstract><KeywordGroup Language="En"><Heading>Keywords</Heading><Keyword>Agent-based modeling</Keyword><Keyword>methodology</Keyword><Keyword>social simulation</Keyword><Keyword>IAD</Keyword></KeywordGroup></ChapterHeader><NoBody></NoBody></Chapter></SubPart></Part></Book></Series></Publisher></istex:document></istex:metadataXml><mods version="3.6"><titleInfo lang="en"><title>An Analysis and Design Framework for Agent-Based Social Simulation</title></titleInfo><titleInfo type="alternative" contentType="CDATA" lang="en"><title>An Analysis and Design Framework for Agent-Based Social Simulation</title></titleInfo><name type="personal"><namePart type="given">Amineh</namePart><namePart type="family">Ghorbani</namePart><affiliation>Faculty of Technology, Policy and Management, Delft University of Technology, Delft, The Netherlands</affiliation><affiliation>E-mail: a.ghorbani@tudelft.nl</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Virginia</namePart><namePart type="family">Dignum</namePart><affiliation>Faculty of Technology, Policy and Management, Delft University of Technology, Delft, The Netherlands</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Gerard</namePart><namePart type="family">Dijkema</namePart><affiliation>Faculty of Technology, Policy and Management, Delft University of Technology, Delft, The Netherlands</affiliation><role><roleTerm type="text">author</roleTerm></role></name><typeOfResource>text</typeOfResource><originInfo><publisher>Springer Berlin Heidelberg</publisher><place><placeTerm type="text">Berlin, Heidelberg</placeTerm></place><dateIssued encoding="w3cdtf">2012</dateIssued><copyrightDate encoding="w3cdtf">2012</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: Agent-based modeling is one of the popular tools for analyzing complex social systems. To model such systems, social attributes such as culture, law and institutions need to implemented as part of the context of a MAS, independently of individual agents. In this paper, we present MAIA; a framework for modeling agent-based systems based on the Institutional Analysis and Development Framework (IAD). The IAD is a well established comprehensive framework which addresses many social attributes. To make this framework applicable to agent-based software implementation, we inspire from some of the detailed definitions in the OperA methodology. The framework covers the different types of structures affecting agents at the operational level; physical, collective and constitutional. Moreover, this framework includes the conceptualization and design of evaluation. An agent-based methodology has also been developed from the MAIA framework which consists of two layers. A conceptualization layer for analyzing and decomposing the system and a detailed design layer which leads to the implementation of social models. MAIA allows the balance of global institutional requirements with the autonomy of individual agents thus enabling system evolution and reflecting more of reality in artificial societies.</abstract><relatedItem type="host"><titleInfo><title>Advanced Agent Technology</title><subTitle>AAMAS 2011 Workshops, AMPLE, AOSE, ARMS, DOCM3AS, ITMAS, Taipei, Taiwan, May 2-6, 2011. Revised Selected Papers</subTitle></titleInfo><name type="personal"><namePart type="given">Francien</namePart><namePart type="family">Dechesne</namePart><affiliation>Technische Universiteit, Sectie Filosofie, Postbus 5015, 2600, Delft, GA, The Netherlands</affiliation><affiliation>E-mail: f.dechesne@tudelft.nl</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Hiromitsu</namePart><namePart type="family">Hattori</namePart><affiliation>Department of Social Informatics, Kyoto University, Yoshida-Honmachi, 606-8501, Sakyo-ku, Kyoto, Japan</affiliation><affiliation>E-mail: hatto@i.kyoto-u.ac.jp</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Adriaan</namePart><namePart type="family">ter Mors</namePart><affiliation>Department of Software Technology, Technische Universiteit, Mekelweg 4, 2628, Delft, CD, The Netherlands</affiliation><affiliation>E-mail: a.w.termors@tudelft.nl</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Jose</namePart><namePart type="given">Miguel</namePart><namePart type="family">Such</namePart><affiliation>Departamento de Sistemas Informáticos y Computación, Universidad Politécnica de Valencia, Camino de Vera s/n, 40622, Valencia, Spain</affiliation><affiliation>E-mail: jsuch@dsic.upv.es</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Danny</namePart><namePart type="family">Weyns</namePart><affiliation>Department of Computer Science, Linnaeus University, 351 95, Växjö, Sweden</affiliation><affiliation>E-mail: danny.weyns@lnu.se</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Frank</namePart><namePart type="family">Dignum</namePart><affiliation>University of Utrecht, PO Box 80.089, 3508 TB, Utrecht, the Netherlands</affiliation><affiliation>E-mail: dignum@cs.uu.nl</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><genre type="Book Series" displayLabel="Proceedings"></genre><originInfo><copyrightDate encoding="w3cdtf">2012</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="I21017">Artificial Intelligence (incl. Robotics)</topic><topic authority="SpringerSubjectCodes" authorityURI="I24040">Computers and Society</topic><topic authority="SpringerSubjectCodes" authorityURI="I13022">Computer Communication Networks</topic><topic authority="SpringerSubjectCodes" authorityURI="I18030">Data Mining and Knowledge Discovery</topic><topic authority="SpringerSubjectCodes" authorityURI="I18067">User Interfaces and Human Computer Interaction</topic><topic authority="SpringerSubjectCodes" authorityURI="W26007">Business Information Systems</topic></subject><identifier type="DOI">10.1007/978-3-642-27216-5</identifier><identifier type="ISBN">978-3-642-27215-8</identifier><identifier type="eISBN">978-3-642-27216-5</identifier><identifier type="ISSN">0302-9743</identifier><identifier type="eISSN">1611-3349</identifier><identifier type="BookTitleID">300925</identifier><identifier type="BookID">978-3-642-27216-5</identifier><identifier type="BookChapterCount">38</identifier><identifier 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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">2012</copyrightDate><issuance>serial</issuance></originInfo><relatedItem type="constituent"><titleInfo><title>Lecture Notes in Artificial Intelligence</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 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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><name type="personal"><namePart type="given">Randy</namePart><namePart type="family">Goebel</namePart><affiliation>University of Alberta, Edmonton, Canada</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Jörg</namePart><namePart type="family">Siekmann</namePart><affiliation>University of Saarland, Saarbrücken, Germany</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Wolfgang</namePart><namePart type="family">Wahlster</namePart><affiliation>DFKI and University of Saarland, Saarbrücken, Germany</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Francien</namePart><namePart type="family">Dechesne</namePart><affiliation>Technische Universiteit, Sectie Filosofie, Postbus 5015, 2600, Delft, GA, The Netherlands</affiliation><affiliation>E-mail: f.dechesne@tudelft.nl</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Hiromitsu</namePart><namePart type="family">Hattori</namePart><affiliation>Department of Social Informatics, Kyoto University, Yoshida-Honmachi, 606-8501, Sakyo-ku, Kyoto, Japan</affiliation><affiliation>E-mail: hatto@i.kyoto-u.ac.jp</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Adriaan</namePart><namePart type="family">ter Mors</namePart><affiliation>Department of Software Technology, Technische Universiteit, Mekelweg 4, 2628, Delft, CD, The Netherlands</affiliation><affiliation>E-mail: a.w.termors@tudelft.nl</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Jose</namePart><namePart type="given">Miguel</namePart><namePart type="family">Such</namePart><affiliation>Departamento de Sistemas Informáticos y Computación, Universidad Politécnica de Valencia, Camino de Vera s/n, 40622, Valencia, Spain</affiliation><affiliation>E-mail: jsuch@dsic.upv.es</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Danny</namePart><namePart type="family">Weyns</namePart><affiliation>Department of Computer Science, Linnaeus University, 351 95, Växjö, Sweden</affiliation><affiliation>E-mail: danny.weyns@lnu.se</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Frank</namePart><namePart type="family">Dignum</namePart><affiliation>University of Utrecht, PO Box 80.089, 3508 TB, Utrecht, the Netherlands</affiliation><affiliation>E-mail: dignum@cs.uu.nl</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><genre type="Sub-Series"></genre><identifier type="ISSN">0302-9743</identifier><identifier type="eISSN">1611-3349</identifier><identifier type="SubSeriesID">1244</identifier></relatedItem><identifier type="ISSN">0302-9743</identifier><identifier type="eISSN">1611-3349</identifier><identifier type="SeriesID">558</identifier><recordInfo><recordOrigin>Springer-Verlag GmbH Berlin Heidelberg, 2012</recordOrigin></recordInfo></relatedItem><identifier type="istex">034F11D7FE742816AAEF5805066B05F358DB44E4</identifier><identifier type="DOI">10.1007/978-3-642-27216-5_8</identifier><identifier type="ChapterID">Chap8</identifier><identifier type="ChapterID">8</identifier><accessCondition type="use and reproduction" contentType="copyright">Springer-Verlag GmbH Berlin Heidelberg</accessCondition><recordInfo><recordContentSource>SPRINGER</recordContentSource><recordOrigin>Springer-Verlag Berlin Heidelberg, 2012</recordOrigin></recordInfo></mods></metadata><enrichments><istex:refBibTEI 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|étape= Corpus
|type= RBID
|clé= ISTEX:034F11D7FE742816AAEF5805066B05F358DB44E4
|texte= An Analysis and Design Framework for Agent-Based Social Simulation
}}
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