Managing Information Fusion with Formal Concept Analysis
Identifieur interne : 001707 ( Istex/Corpus ); précédent : 001706; suivant : 001708Managing Information Fusion with Formal Concept Analysis
Auteurs : Zainab Assaghir ; Mehdi Kaytoue ; Amedeo Napoli ; Henri PradeSource :
- Lecture Notes in Computer Science [ 0302-9743 ]
Abstract
Abstract: The main problem addressed in this paper is the merging of numerical information provided by several sources (databases, experts...). Merging pieces of information into an interpretable and useful format is a tricky task even when an information fusion method is chosen. Fusion results may not be in suitable form for being used in decision analysis. This is generally due to the fact that information sources are heterogeneous and provide inconsistent information, which may lead to imprecise results. In this paper, we propose the use of Formal Concept Analysis and more specifically pattern structures for organizing the results of fusion methods. This allows us to associate any subset of sources with its information fusion result. Once a fusion operator is chosen, a concept lattice is built. With examples throughout this paper, we show that this concept lattice gives an interesting classification of fusion results. When the fusion global result is too imprecise, the method enables the users to identify what maximal subset of sources that would support a more precise and useful result. Instead of providing a unique fusion result, the method yields a structured view of partial results labelled by subsets of sources. Finally, an experiment on a real-world application has been carried out for decision aid in agricultural practices.
Url:
DOI: 10.1007/978-3-642-16292-3_12
Links to Exploration step
ISTEX:6315F3646BC4F0CCF03E0EDEE370B8DAAC668BADLe document en format XML
<record><TEI wicri:istexFullTextTei="biblStruct"><teiHeader><fileDesc><titleStmt><title xml:lang="en">Managing Information Fusion with Formal Concept Analysis</title><author><name sortKey="Assaghir, Zainab" sort="Assaghir, Zainab" uniqKey="Assaghir Z" first="Zainab" last="Assaghir">Zainab Assaghir</name><affiliation><mods:affiliation>Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Campus Scientifique, B.P. 70239, 54500, Vandœuvre-lès-Nancy, France</mods:affiliation></affiliation><affiliation><mods:affiliation>E-mail: assaghiz@loria.fr</mods:affiliation></affiliation></author><author><name sortKey="Kaytoue, Mehdi" sort="Kaytoue, Mehdi" uniqKey="Kaytoue M" first="Mehdi" last="Kaytoue">Mehdi Kaytoue</name><affiliation><mods:affiliation>Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Campus Scientifique, B.P. 70239, 54500, Vandœuvre-lès-Nancy, France</mods:affiliation></affiliation><affiliation><mods:affiliation>E-mail: kaytouem@loria.fr</mods:affiliation></affiliation></author><author><name sortKey="Napoli, Amedeo" sort="Napoli, Amedeo" uniqKey="Napoli A" first="Amedeo" last="Napoli">Amedeo Napoli</name><affiliation><mods:affiliation>Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Campus Scientifique, B.P. 70239, 54500, Vandœuvre-lès-Nancy, France</mods:affiliation></affiliation><affiliation><mods:affiliation>E-mail: napoli@loria.fr</mods:affiliation></affiliation></author><author><name sortKey="Prade, Henri" sort="Prade, Henri" uniqKey="Prade H" first="Henri" last="Prade">Henri Prade</name><affiliation><mods:affiliation>Institut de Recherche en Informatique de Toulouse (IRIT), 118 Route de Narbonne, 31062, Toulouse, France</mods:affiliation></affiliation><affiliation><mods:affiliation>E-mail: prade@irit.fr</mods:affiliation></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">ISTEX</idno><idno type="RBID">ISTEX:6315F3646BC4F0CCF03E0EDEE370B8DAAC668BAD</idno><date when="2010" year="2010">2010</date><idno type="doi">10.1007/978-3-642-16292-3_12</idno><idno type="url">https://api.istex.fr/ark:/67375/HCB-83CDLBHL-R/fulltext.pdf</idno><idno type="wicri:Area/Istex/Corpus">001707</idno><idno type="wicri:explorRef" wicri:stream="Istex" wicri:step="Corpus" wicri:corpus="ISTEX">001707</idno></publicationStmt><sourceDesc><biblStruct><analytic><title level="a" type="main" xml:lang="en">Managing Information Fusion with Formal Concept Analysis</title><author><name sortKey="Assaghir, Zainab" sort="Assaghir, Zainab" uniqKey="Assaghir Z" first="Zainab" last="Assaghir">Zainab Assaghir</name><affiliation><mods:affiliation>Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Campus Scientifique, B.P. 70239, 54500, Vandœuvre-lès-Nancy, France</mods:affiliation></affiliation><affiliation><mods:affiliation>E-mail: assaghiz@loria.fr</mods:affiliation></affiliation></author><author><name sortKey="Kaytoue, Mehdi" sort="Kaytoue, Mehdi" uniqKey="Kaytoue M" first="Mehdi" last="Kaytoue">Mehdi Kaytoue</name><affiliation><mods:affiliation>Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Campus Scientifique, B.P. 70239, 54500, Vandœuvre-lès-Nancy, France</mods:affiliation></affiliation><affiliation><mods:affiliation>E-mail: kaytouem@loria.fr</mods:affiliation></affiliation></author><author><name sortKey="Napoli, Amedeo" sort="Napoli, Amedeo" uniqKey="Napoli A" first="Amedeo" last="Napoli">Amedeo Napoli</name><affiliation><mods:affiliation>Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Campus Scientifique, B.P. 70239, 54500, Vandœuvre-lès-Nancy, France</mods:affiliation></affiliation><affiliation><mods:affiliation>E-mail: napoli@loria.fr</mods:affiliation></affiliation></author><author><name sortKey="Prade, Henri" sort="Prade, Henri" uniqKey="Prade H" first="Henri" last="Prade">Henri Prade</name><affiliation><mods:affiliation>Institut de Recherche en Informatique de Toulouse (IRIT), 118 Route de Narbonne, 31062, Toulouse, France</mods:affiliation></affiliation><affiliation><mods:affiliation>E-mail: prade@irit.fr</mods:affiliation></affiliation></author></analytic><monogr></monogr><series><title level="s" type="main" xml:lang="en">Lecture Notes in Computer Science</title><idno type="ISSN">0302-9743</idno><idno type="eISSN">1611-3349</idno><idno type="ISSN">0302-9743</idno></series></biblStruct></sourceDesc><seriesStmt><idno type="ISSN">0302-9743</idno></seriesStmt></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Abstract: The main problem addressed in this paper is the merging of numerical information provided by several sources (databases, experts...). Merging pieces of information into an interpretable and useful format is a tricky task even when an information fusion method is chosen. Fusion results may not be in suitable form for being used in decision analysis. This is generally due to the fact that information sources are heterogeneous and provide inconsistent information, which may lead to imprecise results. In this paper, we propose the use of Formal Concept Analysis and more specifically pattern structures for organizing the results of fusion methods. This allows us to associate any subset of sources with its information fusion result. Once a fusion operator is chosen, a concept lattice is built. With examples throughout this paper, we show that this concept lattice gives an interesting classification of fusion results. When the fusion global result is too imprecise, the method enables the users to identify what maximal subset of sources that would support a more precise and useful result. Instead of providing a unique fusion result, the method yields a structured view of partial results labelled by subsets of sources. Finally, an experiment on a real-world application has been carried out for decision aid in agricultural practices.</div></front></TEI><istex><corpusName>springer-ebooks</corpusName><author><json:item><name>Zainab Assaghir</name><affiliations><json:string>Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Campus Scientifique, B.P. 70239, 54500, Vandœuvre-lès-Nancy, France</json:string><json:string>E-mail: assaghiz@loria.fr</json:string></affiliations></json:item><json:item><name>Mehdi Kaytoue</name><affiliations><json:string>Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Campus Scientifique, B.P. 70239, 54500, Vandœuvre-lès-Nancy, France</json:string><json:string>E-mail: kaytouem@loria.fr</json:string></affiliations></json:item><json:item><name>Amedeo Napoli</name><affiliations><json:string>Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Campus Scientifique, B.P. 70239, 54500, Vandœuvre-lès-Nancy, France</json:string><json:string>E-mail: napoli@loria.fr</json:string></affiliations></json:item><json:item><name>Henri Prade</name><affiliations><json:string>Institut de Recherche en Informatique de Toulouse (IRIT), 118 Route de Narbonne, 31062, Toulouse, France</json:string><json:string>E-mail: prade@irit.fr</json:string></affiliations></json:item></author><arkIstex>ark:/67375/HCB-83CDLBHL-R</arkIstex><language><json:string>eng</json:string></language><originalGenre><json:string>proceedings</json:string></originalGenre><abstract>Abstract: The main problem addressed in this paper is the merging of numerical information provided by several sources (databases, experts...). Merging pieces of information into an interpretable and useful format is a tricky task even when an information fusion method is chosen. Fusion results may not be in suitable form for being used in decision analysis. This is generally due to the fact that information sources are heterogeneous and provide inconsistent information, which may lead to imprecise results. In this paper, we propose the use of Formal Concept Analysis and more specifically pattern structures for organizing the results of fusion methods. This allows us to associate any subset of sources with its information fusion result. Once a fusion operator is chosen, a concept lattice is built. With examples throughout this paper, we show that this concept lattice gives an interesting classification of fusion results. When the fusion global result is too imprecise, the method enables the users to identify what maximal subset of sources that would support a more precise and useful result. Instead of providing a unique fusion result, the method yields a structured view of partial results labelled by subsets of sources. Finally, an experiment on a real-world application has been carried out for decision aid in agricultural practices.</abstract><qualityIndicators><score>9.532</score><pdfWordCount>5761</pdfWordCount><pdfCharCount>29864</pdfCharCount><pdfVersion>1.6</pdfVersion><pdfPageCount>12</pdfPageCount><pdfPageSize>429.725 x 659.895 pts</pdfPageSize><refBibsNative>false</refBibsNative><abstractWordCount>211</abstractWordCount><abstractCharCount>1355</abstractCharCount><keywordCount>0</keywordCount></qualityIndicators><title>Managing Information Fusion with Formal Concept Analysis</title><chapterId><json:string>12</json:string><json:string>Chap12</json:string></chapterId><genre><json:string>conference</json:string></genre><serie><title>Lecture Notes in Computer Science</title><language><json:string>unknown</json:string></language><copyrightDate>2010</copyrightDate><issn><json:string>0302-9743</json:string></issn><eissn><json:string>1611-3349</json:string></eissn><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></serie><host><title>Modeling Decisions for Artificial Intelligence</title><language><json:string>unknown</json:string></language><copyrightDate>2010</copyrightDate><doi><json:string>10.1007/978-3-642-16292-3</json:string></doi><issn><json:string>0302-9743</json:string></issn><eissn><json:string>1611-3349</json:string></eissn><eisbn><json:string>978-3-642-16292-3</json:string></eisbn><bookId><json:string>978-3-642-16292-3</json:string></bookId><isbn><json:string>978-3-642-16291-6</json:string></isbn><volume>6408</volume><pages><first>104</first><last>115</last></pages><genre><json:string>book-series</json:string></genre><editor><json:item><name>Vicenç Torra</name><affiliations><json:string>IIIA-CSIC, Campus UAB s/n, 08193, Bellaterra, Catalonia, Spain</json:string><json:string>E-mail: vtorra@iiia.csic.es</json:string></affiliations></json:item><json:item><name>Yasuo Narukawa</name><affiliations><json:string>Toho Gakuen, 3-1-10 Naka, Kunitachi, 186-0004, Tokyo, Japan</json:string><json:string>E-mail: narukawa@d4.dion.ne.jp</json:string></affiliations></json:item><json:item><name>Marc Daumas</name><affiliations><json:string>Université de Perpignan, Tecnosud, Rambla de la thermodynamique, 66100, Perpignan, France</json:string><json:string>E-mail: marc.daumas@univ-perp.fr</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>Artificial Intelligence (incl. Robotics)</value></json:item><json:item><value>Information Systems Applications (incl.Internet)</value></json:item><json:item><value>Information Storage and Retrieval</value></json:item><json:item><value>Database Management</value></json:item><json:item><value>Computation by Abstract Devices</value></json:item><json:item><value>Data Mining and Knowledge Discovery</value></json:item></subject></host><ark><json:string>ark:/67375/HCB-83CDLBHL-R</json:string></ark><publicationDate>2010</publicationDate><copyrightDate>2010</copyrightDate><doi><json:string>10.1007/978-3-642-16292-3_12</json:string></doi><id>6315F3646BC4F0CCF03E0EDEE370B8DAAC668BAD</id><score>1</score><fulltext><json:item><extension>pdf</extension><original>true</original><mimetype>application/pdf</mimetype><uri>https://api.istex.fr/ark:/67375/HCB-83CDLBHL-R/fulltext.pdf</uri></json:item><json:item><extension>zip</extension><original>false</original><mimetype>application/zip</mimetype><uri>https://api.istex.fr/ark:/67375/HCB-83CDLBHL-R/bundle.zip</uri></json:item><istex:fulltextTEI uri="https://api.istex.fr/ark:/67375/HCB-83CDLBHL-R/fulltext.tei"><teiHeader><fileDesc><titleStmt><title level="a" type="main" xml:lang="en">Managing Information Fusion with Formal Concept Analysis</title></titleStmt><publicationStmt><authority>ISTEX</authority><availability><licence>Springer-Verlag Berlin Heidelberg</licence></availability><date when="2010">2010</date></publicationStmt><notesStmt><note type="conference" source="proceedings" scheme="https://content-type.data.istex.fr/ark:/67375/XTP-BFHXPBJJ-3">conference</note><note type="publication-type" subtype="book-series" scheme="https://publication-type.data.istex.fr/ark:/67375/JMC-0G6R5W5T-Z">book-series</note></notesStmt><sourceDesc><biblStruct><analytic><title level="a" type="main" xml:lang="en">Managing Information Fusion with Formal Concept Analysis</title><author><persName><forename type="first">Zainab</forename><surname>Assaghir</surname></persName><email>assaghiz@loria.fr</email><affiliation><orgName type="institution">Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Campus Scientifique</orgName><address><postBox>B.P. 70239</postBox><postCode>54500</postCode><settlement>Vandœuvre-lès-Nancy</settlement><country key="FR">FRANCE</country></address></affiliation></author><author><persName><forename type="first">Mehdi</forename><surname>Kaytoue</surname></persName><email>kaytouem@loria.fr</email><affiliation><orgName type="institution">Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Campus Scientifique</orgName><address><postBox>B.P. 70239</postBox><postCode>54500</postCode><settlement>Vandœuvre-lès-Nancy</settlement><country key="FR">FRANCE</country></address></affiliation></author><author><persName><forename type="first">Amedeo</forename><surname>Napoli</surname></persName><email>napoli@loria.fr</email><affiliation><orgName type="institution">Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Campus Scientifique</orgName><address><postBox>B.P. 70239</postBox><postCode>54500</postCode><settlement>Vandœuvre-lès-Nancy</settlement><country key="FR">FRANCE</country></address></affiliation></author><author><persName><forename type="first">Henri</forename><surname>Prade</surname></persName><email>prade@irit.fr</email><affiliation><orgName type="institution">Institut de Recherche en Informatique de Toulouse (IRIT)</orgName><address><street>118 Route de Narbonne</street><postCode>31062</postCode><settlement>Toulouse</settlement><country key="FR">FRANCE</country></address></affiliation></author><idno type="istex">6315F3646BC4F0CCF03E0EDEE370B8DAAC668BAD</idno><idno type="ark">ark:/67375/HCB-83CDLBHL-R</idno><idno type="DOI">10.1007/978-3-642-16292-3_12</idno></analytic><monogr><title level="m" type="main">Modeling Decisions for Artificial Intelligence</title><title level="m" type="sub">7th International Conference, MDAI 2010, Perpignan, France, October 27-29, 2010. Proceedings</title><title level="m" type="part">Regular Papers</title><idno type="DOI">10.1007/978-3-642-16292-3</idno><idno type="book-id">978-3-642-16292-3</idno><idno type="ISBN">978-3-642-16291-6</idno><idno type="eISBN">978-3-642-16292-3</idno><idno type="chapter-id">Chap12</idno><idno type="part-id">Part2</idno><editor><persName><forename type="first">Vicenç</forename><surname>Torra</surname></persName><email>vtorra@iiia.csic.es</email><affiliation><orgName type="institution">IIIA-CSIC</orgName><address><street>Campus UAB s/n</street><postCode>08193</postCode><settlement>Bellaterra</settlement><country key=""></country></address></affiliation></editor><editor><persName><forename type="first">Yasuo</forename><surname>Narukawa</surname></persName><email>narukawa@d4.dion.ne.jp</email><affiliation><orgName type="institution">Toho Gakuen</orgName><address><street>3-1-10 Naka, Kunitachi</street><postCode>186-0004</postCode><settlement>Tokyo</settlement><country key="JP">JAPAN</country></address></affiliation></editor><editor><persName><forename type="first">Marc</forename><surname>Daumas</surname></persName><email>marc.daumas@univ-perp.fr</email><affiliation><orgName type="institution">Université de Perpignan, Tecnosud</orgName><address><street>Rambla de la thermodynamique</street><postCode>66100</postCode><settlement>Perpignan</settlement><country key="FR">FRANCE</country></address></affiliation></editor><imprint><biblScope unit="vol">6408</biblScope><biblScope unit="page" from="104">104</biblScope><biblScope unit="page" to="115">115</biblScope><biblScope unit="chapter-count">28</biblScope><biblScope unit="part-chapter-count">25</biblScope></imprint></monogr><series><title level="s" type="main" xml:lang="en">Lecture Notes in Computer Science</title><editor><persName><forename type="first">David</forename><surname>Hutchison</surname></persName><affiliation><orgName type="institution">Lancaster University</orgName><address><settlement>Lancaster</settlement><country key="GB">UNITED KINGDOM</country></address></affiliation></editor><editor><persName><forename type="first">Takeo</forename><surname>Kanade</surname></persName><affiliation><orgName type="institution">Carnegie Mellon University</orgName><address><settlement>Pittsburgh</settlement><region>PA</region><country key="US">UNITED STATES</country></address></affiliation></editor><editor><persName><forename type="first">Josef</forename><surname>Kittler</surname></persName><affiliation><orgName type="institution">University of Surrey</orgName><address><settlement>Guildford</settlement><country key="GB">UNITED KINGDOM</country></address></affiliation></editor><editor><persName><forename type="first">Jon</forename><forename type="first">M.</forename><surname>Kleinberg</surname></persName><affiliation><orgName type="institution">Cornell University</orgName><address><settlement>Ithaca</settlement><region>NY</region><country key="US">UNITED STATES</country></address></affiliation></editor><editor><persName><forename type="first">Friedemann</forename><surname>Mattern</surname></persName><affiliation><orgName type="institution">ETH Zurich</orgName><address><settlement>Zurich</settlement><country key="CH">SWITZERLAND</country></address></affiliation></editor><editor><persName><forename type="first">John</forename><forename type="first">C.</forename><surname>Mitchell</surname></persName><affiliation><orgName type="institution">Stanford University</orgName><address><settlement>Stanford</settlement><region>CA</region><country key="US">UNITED STATES</country></address></affiliation></editor><editor><persName><forename type="first">Moni</forename><surname>Naor</surname></persName><affiliation><orgName type="institution">Weizmann Institute of Science</orgName><address><settlement>Rehovot</settlement><country key="IL">ISRAEL</country></address></affiliation></editor><editor><persName><forename type="first">Oscar</forename><surname>Nierstrasz</surname></persName><affiliation><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><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><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><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><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><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><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><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>The main problem addressed in this paper is the merging of numerical information provided by several sources (databases, experts...). Merging pieces of information into an interpretable and useful format is a tricky task even when an information fusion method is chosen. Fusion results may not be in suitable form for being used in decision analysis. This is generally due to the fact that information sources are heterogeneous and provide inconsistent information, which may lead to imprecise results. In this paper, we propose the use of Formal Concept Analysis and more specifically pattern structures for organizing the results of fusion methods. This allows us to associate any subset of sources with its information fusion result. Once a fusion operator is chosen, a concept lattice is built. With examples throughout this paper, we show that this concept lattice gives an interesting classification of fusion results. When the fusion global result is too imprecise, the method enables the users to identify what maximal subset of sources that would support a more precise and useful result. Instead of providing a unique fusion result, the method yields a structured view of partial results labelled by subsets of sources. Finally, an experiment on a real-world application has been carried out for decision aid in agricultural practices.</p></abstract><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>I</label><item><term type="Primary">Computer Science</term></item><label>I21017</label><item><term type="Secondary" subtype="priority-1">Artificial Intelligence (incl. Robotics)</term></item><label>I18040</label><item><term type="Secondary" subtype="priority-2">Information Systems Applications (incl.Internet)</term></item><label>I18032</label><item><term type="Secondary" subtype="priority-3">Information Storage and Retrieval</term></item><label>I18024</label><item><term type="Secondary" subtype="priority-4">Database Management</term></item><label>I16013</label><item><term type="Secondary" subtype="priority-5">Computation by Abstract Devices</term></item><label>I18030</label><item><term type="Secondary" subtype="priority-6">Data Mining and Knowledge Discovery</term></item></list></keywords></textClass><langUsage><language ident="EN"></language></langUsage></profileDesc></teiHeader></istex:fulltextTEI><json:item><extension>txt</extension><original>false</original><mimetype>text/plain</mimetype><uri>https://api.istex.fr/ark:/67375/HCB-83CDLBHL-R/fulltext.txt</uri></json:item></fulltext><metadata><istex:metadataXml wicri:clean="corpus springer-ebooks not found" wicri:toSee="no header"><istex:xmlDeclaration>version="1.0" encoding="UTF-8"</istex:xmlDeclaration><istex:docType PUBLIC="-//Springer-Verlag//DTD A++ V2.4//EN" URI="http://devel.springer.de/A++/V2.4/DTD/A++V2.4.dtd" name="istex:docType"></istex:docType><istex:document><Publisher><PublisherInfo><PublisherName>Springer Berlin Heidelberg</PublisherName><PublisherLocation>Berlin, Heidelberg</PublisherLocation></PublisherInfo><Series><SeriesInfo SeriesType="Series" TocLevels="0"><SeriesID>558</SeriesID><SeriesPrintISSN>0302-9743</SeriesPrintISSN><SeriesElectronicISSN>1611-3349</SeriesElectronicISSN><SeriesTitle Language="En">Lecture Notes in Computer Science</SeriesTitle></SeriesInfo><SeriesHeader><EditorGroup><Editor AffiliationIDS="Aff1"><EditorName DisplayOrder="Western"><GivenName>David</GivenName><FamilyName>Hutchison</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff2"><EditorName DisplayOrder="Western"><GivenName>Takeo</GivenName><FamilyName>Kanade</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff3"><EditorName DisplayOrder="Western"><GivenName>Josef</GivenName><FamilyName>Kittler</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff4"><EditorName DisplayOrder="Western"><GivenName>Jon</GivenName><GivenName>M.</GivenName><FamilyName>Kleinberg</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff5"><EditorName DisplayOrder="Western"><GivenName>Friedemann</GivenName><FamilyName>Mattern</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff6"><EditorName DisplayOrder="Western"><GivenName>John</GivenName><GivenName>C.</GivenName><FamilyName>Mitchell</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff7"><EditorName DisplayOrder="Western"><GivenName>Moni</GivenName><FamilyName>Naor</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff8"><EditorName DisplayOrder="Western"><GivenName>Oscar</GivenName><FamilyName>Nierstrasz</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff9"><EditorName DisplayOrder="Western"><GivenName>C.</GivenName><FamilyName>Pandu Rangan</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff10"><EditorName DisplayOrder="Western"><GivenName>Bernhard</GivenName><FamilyName>Steffen</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff11"><EditorName DisplayOrder="Western"><GivenName>Madhu</GivenName><FamilyName>Sudan</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff12"><EditorName DisplayOrder="Western"><GivenName>Demetri</GivenName><FamilyName>Terzopoulos</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff13"><EditorName DisplayOrder="Western"><GivenName>Doug</GivenName><FamilyName>Tygar</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff14"><EditorName DisplayOrder="Western"><GivenName>Moshe</GivenName><GivenName>Y.</GivenName><FamilyName>Vardi</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff15"><EditorName DisplayOrder="Western"><GivenName>Gerhard</GivenName><FamilyName>Weikum</FamilyName></EditorName></Editor><Affiliation ID="Aff1"><OrgName>Lancaster University</OrgName><OrgAddress><City>Lancaster</City><Country>UK</Country></OrgAddress></Affiliation><Affiliation ID="Aff2"><OrgName>Carnegie Mellon University</OrgName><OrgAddress><City>Pittsburgh</City><State>PA</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff3"><OrgName>University of Surrey</OrgName><OrgAddress><City>Guildford</City><Country>UK</Country></OrgAddress></Affiliation><Affiliation ID="Aff4"><OrgName>Cornell University</OrgName><OrgAddress><City>Ithaca</City><State>NY</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff5"><OrgName>ETH Zurich</OrgName><OrgAddress><City>Zurich</City><Country>Switzerland</Country></OrgAddress></Affiliation><Affiliation ID="Aff6"><OrgName>Stanford University</OrgName><OrgAddress><City>Stanford</City><State>CA</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff7"><OrgName>Weizmann Institute of Science</OrgName><OrgAddress><City>Rehovot</City><Country>Israel</Country></OrgAddress></Affiliation><Affiliation ID="Aff8"><OrgName>University of Bern</OrgName><OrgAddress><City>Bern</City><Country>Switzerland</Country></OrgAddress></Affiliation><Affiliation ID="Aff9"><OrgName>Indian Institute of Technology</OrgName><OrgAddress><City>Madras</City><Country>India</Country></OrgAddress></Affiliation><Affiliation ID="Aff10"><OrgName>University of Dortmund</OrgName><OrgAddress><City>Dortmund</City><Country>Germany</Country></OrgAddress></Affiliation><Affiliation ID="Aff11"><OrgName>Massachusetts Institute of Technology</OrgName><OrgAddress><State>MA</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff12"><OrgName>University of California</OrgName><OrgAddress><City>Los Angeles</City><State>CA</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff13"><OrgName>University of California</OrgName><OrgAddress><City>Berkeley</City><State>CA</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff14"><OrgName>Rice University</OrgName><OrgAddress><City>Houston</City><State>TX</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff15"><OrgName>Max-Planck Institute of Computer Science</OrgName><OrgAddress><City>Saarbrücken</City><Country>Germany</Country></OrgAddress></Affiliation></EditorGroup></SeriesHeader><SubSeries><SubSeriesInfo><SubSeriesID>1244</SubSeriesID><SubSeriesPrintISSN>0302-9743</SubSeriesPrintISSN><SubSeriesElectronicISSN>1611-3349</SubSeriesElectronicISSN><SubSeriesTitle Language="En">Lecture Notes in Artificial Intelligence</SubSeriesTitle></SubSeriesInfo><SubSeriesHeader><EditorGroup><Editor AffiliationIDS="Aff16"><EditorName DisplayOrder="Western"><GivenName>Randy</GivenName><FamilyName>Goebel</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff17"><EditorName DisplayOrder="Western"><GivenName>Jörg</GivenName><FamilyName>Siekmann</FamilyName></EditorName></Editor><Editor AffiliationIDS="Aff18"><EditorName DisplayOrder="Western"><GivenName>Wolfgang</GivenName><FamilyName>Wahlster</FamilyName></EditorName></Editor><Affiliation ID="Aff16"><OrgName>University of Alberta</OrgName><OrgAddress><City>Edmonton</City><Country>Canada</Country></OrgAddress></Affiliation><Affiliation ID="Aff17"><OrgName>University of Saarland</OrgName><OrgAddress><City>Saarbrücken</City><Country>Germany</Country></OrgAddress></Affiliation><Affiliation ID="Aff18"><OrgName>DFKI and University of Saarland</OrgName><OrgAddress><City>Saarbrücken</City><Country>Germany</Country></OrgAddress></Affiliation></EditorGroup></SubSeriesHeader></SubSeries><Book Language="En"><BookInfo BookProductType="Proceedings" ContainsESM="No" Language="En" MediaType="eBook" NumberingDepth="2" NumberingStyle="ContentOnly" OutputMedium="All" TocLevels="0"><BookID>978-3-642-16292-3</BookID><BookTitle>Modeling Decisions for Artificial Intelligence</BookTitle><BookSubTitle>7th International Conference, MDAI 2010, Perpignan, France, October 27-29, 2010. Proceedings</BookSubTitle><BookVolumeNumber>6408</BookVolumeNumber><BookSequenceNumber>6408</BookSequenceNumber><BookDOI>10.1007/978-3-642-16292-3</BookDOI><BookTitleID>214227</BookTitleID><BookPrintISBN>978-3-642-16291-6</BookPrintISBN><BookElectronicISBN>978-3-642-16292-3</BookElectronicISBN><BookChapterCount>28</BookChapterCount><BookCopyright><CopyrightHolderName>Springer Berlin Heidelberg</CopyrightHolderName><CopyrightYear>2010</CopyrightYear></BookCopyright><BookSubjectGroup><BookSubject Code="I" Type="Primary">Computer Science</BookSubject><BookSubject Code="I21017" Priority="1" Type="Secondary">Artificial Intelligence (incl. Robotics)</BookSubject><BookSubject Code="I18040" Priority="2" Type="Secondary">Information Systems Applications (incl.Internet)</BookSubject><BookSubject Code="I18032" Priority="3" Type="Secondary">Information Storage and Retrieval</BookSubject><BookSubject Code="I18024" Priority="4" Type="Secondary">Database Management</BookSubject><BookSubject Code="I16013" Priority="5" Type="Secondary">Computation by Abstract Devices</BookSubject><BookSubject Code="I18030" Priority="6" Type="Secondary">Data Mining and Knowledge Discovery</BookSubject><SubjectCollection Code="SUCO11645">Computer Science</SubjectCollection></BookSubjectGroup><BookContext><SeriesID>558</SeriesID><SubSeriesID>1244</SubSeriesID></BookContext></BookInfo><BookHeader><EditorGroup><Editor AffiliationIDS="Aff19"><EditorName DisplayOrder="Western"><GivenName>Vicenç</GivenName><FamilyName>Torra</FamilyName></EditorName><Contact><Email>vtorra@iiia.csic.es</Email></Contact></Editor><Editor AffiliationIDS="Aff20"><EditorName DisplayOrder="Western"><GivenName>Yasuo</GivenName><FamilyName>Narukawa</FamilyName></EditorName><Contact><Email>narukawa@d4.dion.ne.jp</Email></Contact></Editor><Editor AffiliationIDS="Aff21"><EditorName DisplayOrder="Western"><GivenName>Marc</GivenName><FamilyName>Daumas</FamilyName></EditorName><Contact><Email>marc.daumas@univ-perp.fr</Email></Contact></Editor><Affiliation ID="Aff19"><OrgName>IIIA-CSIC</OrgName><OrgAddress><Street>Campus UAB s/n</Street><Postcode>08193</Postcode><City>Bellaterra</City><Country>Catalonia, Spain</Country></OrgAddress></Affiliation><Affiliation ID="Aff20"><OrgName>Toho Gakuen</OrgName><OrgAddress><Street>3-1-10 Naka, Kunitachi</Street><Postcode>186-0004</Postcode><City>Tokyo</City><Country>Japan</Country></OrgAddress></Affiliation><Affiliation ID="Aff21"><OrgName>Université de Perpignan, Tecnosud</OrgName><OrgAddress><Street>Rambla de la thermodynamique</Street><Postcode>66100</Postcode><City>Perpignan</City><Country>France</Country></OrgAddress></Affiliation></EditorGroup></BookHeader><Part ID="Part2"><PartInfo TocLevels="0"><PartID>2</PartID><PartSequenceNumber>2</PartSequenceNumber><PartTitle>Regular Papers</PartTitle><PartChapterCount>25</PartChapterCount><PartContext><SeriesID>558</SeriesID><BookTitle>Modeling Decisions for Artificial Intelligence</BookTitle></PartContext></PartInfo><SubPart ID="SubPart1"><SubPartInfo><SubPartID>1</SubPartID><SubPartSequenceNumber>1</SubPartSequenceNumber><SubPartTitle>Aggregation Operators and Decision Making</SubPartTitle><SubPartChapterCount>9</SubPartChapterCount></SubPartInfo><Chapter ID="Chap12" Language="En"><ChapterInfo ChapterType="OriginalPaper" ContainsESM="No" NumberingDepth="2" NumberingStyle="ContentOnly" TocLevels="0"><ChapterID>12</ChapterID><ChapterDOI>10.1007/978-3-642-16292-3_12</ChapterDOI><ChapterSequenceNumber>12</ChapterSequenceNumber><ChapterTitle Language="En">Managing Information Fusion with Formal Concept Analysis</ChapterTitle><ChapterFirstPage>104</ChapterFirstPage><ChapterLastPage>115</ChapterLastPage><ChapterCopyright><CopyrightHolderName>Springer-Verlag Berlin Heidelberg</CopyrightHolderName><CopyrightYear>2010</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>978-3-642-16292-3</BookID><BookTitle>Modeling Decisions for Artificial Intelligence</BookTitle></ChapterContext></ChapterInfo><ChapterHeader><AuthorGroup><Author AffiliationIDS="Aff22"><AuthorName DisplayOrder="Western"><GivenName>Zainab</GivenName><FamilyName>Assaghir</FamilyName></AuthorName><Contact><Email>assaghiz@loria.fr</Email></Contact></Author><Author AffiliationIDS="Aff22"><AuthorName DisplayOrder="Western"><GivenName>Mehdi</GivenName><FamilyName>Kaytoue</FamilyName></AuthorName><Contact><Email>kaytouem@loria.fr</Email></Contact></Author><Author AffiliationIDS="Aff22"><AuthorName DisplayOrder="Western"><GivenName>Amedeo</GivenName><FamilyName>Napoli</FamilyName></AuthorName><Contact><Email>napoli@loria.fr</Email></Contact></Author><Author AffiliationIDS="Aff23"><AuthorName DisplayOrder="Western"><GivenName>Henri</GivenName><FamilyName>Prade</FamilyName></AuthorName><Contact><Email>prade@irit.fr</Email></Contact></Author><Affiliation ID="Aff22"><OrgName>Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Campus Scientifique</OrgName><OrgAddress><Postbox>B.P. 70239</Postbox><Postcode>54500</Postcode><City>Vandœuvre-lès-Nancy</City><Country>France</Country></OrgAddress></Affiliation><Affiliation ID="Aff23"><OrgName>Institut de Recherche en Informatique de Toulouse (IRIT)</OrgName><OrgAddress><Street>118 Route de Narbonne</Street><Postcode>31062</Postcode><City>Toulouse</City><Country>France</Country></OrgAddress></Affiliation></AuthorGroup><Abstract ID="Abs1" Language="En"><Heading>Abstract</Heading><Para>The main problem addressed in this paper is the merging of numerical information provided by several sources (databases, experts...). Merging pieces of information into an interpretable and useful format is a tricky task even when an information fusion method is chosen. Fusion results may not be in suitable form for being used in decision analysis. This is generally due to the fact that information sources are heterogeneous and provide inconsistent information, which may lead to imprecise results. In this paper, we propose the use of Formal Concept Analysis and more specifically pattern structures for organizing the results of fusion methods. This allows us to associate any subset of sources with its information fusion result. Once a fusion operator is chosen, a concept lattice is built. With examples throughout this paper, we show that this concept lattice gives an interesting classification of fusion results. When the fusion global result is too imprecise, the method enables the users to identify what maximal subset of sources that would support a more precise and useful result. Instead of providing a unique fusion result, the method yields a structured view of partial results labelled by subsets of sources. Finally, an experiment on a real-world application has been carried out for decision aid in agricultural practices.</Para></Abstract></ChapterHeader><NoBody></NoBody></Chapter></SubPart></Part></Book></Series></Publisher></istex:document></istex:metadataXml><mods version="3.6"><titleInfo lang="en"><title>Managing Information Fusion with Formal Concept Analysis</title></titleInfo><titleInfo type="alternative" contentType="CDATA"><title>Managing Information Fusion with Formal Concept Analysis</title></titleInfo><name type="personal"><namePart type="given">Zainab</namePart><namePart type="family">Assaghir</namePart><affiliation>Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Campus Scientifique, B.P. 70239, 54500, Vandœuvre-lès-Nancy, France</affiliation><affiliation>E-mail: assaghiz@loria.fr</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Mehdi</namePart><namePart type="family">Kaytoue</namePart><affiliation>Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Campus Scientifique, B.P. 70239, 54500, Vandœuvre-lès-Nancy, France</affiliation><affiliation>E-mail: kaytouem@loria.fr</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Amedeo</namePart><namePart type="family">Napoli</namePart><affiliation>Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA), Campus Scientifique, B.P. 70239, 54500, Vandœuvre-lès-Nancy, France</affiliation><affiliation>E-mail: napoli@loria.fr</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Henri</namePart><namePart type="family">Prade</namePart><affiliation>Institut de Recherche en Informatique de Toulouse (IRIT), 118 Route de Narbonne, 31062, Toulouse, France</affiliation><affiliation>E-mail: prade@irit.fr</affiliation><role><roleTerm type="text">author</roleTerm></role></name><typeOfResource>text</typeOfResource><genre type="conference" displayLabel="proceedings" authority="ISTEX" authorityURI="https://content-type.data.istex.fr" valueURI="https://content-type.data.istex.fr/ark:/67375/XTP-BFHXPBJJ-3"></genre><originInfo><publisher>Springer Berlin Heidelberg</publisher><place><placeTerm type="text">Berlin, Heidelberg</placeTerm></place><dateIssued encoding="w3cdtf">2010</dateIssued><copyrightDate encoding="w3cdtf">2010</copyrightDate></originInfo><language><languageTerm type="code" authority="rfc3066">en</languageTerm><languageTerm type="code" authority="iso639-2b">eng</languageTerm></language><abstract lang="en">Abstract: The main problem addressed in this paper is the merging of numerical information provided by several sources (databases, experts...). Merging pieces of information into an interpretable and useful format is a tricky task even when an information fusion method is chosen. Fusion results may not be in suitable form for being used in decision analysis. This is generally due to the fact that information sources are heterogeneous and provide inconsistent information, which may lead to imprecise results. In this paper, we propose the use of Formal Concept Analysis and more specifically pattern structures for organizing the results of fusion methods. This allows us to associate any subset of sources with its information fusion result. Once a fusion operator is chosen, a concept lattice is built. With examples throughout this paper, we show that this concept lattice gives an interesting classification of fusion results. When the fusion global result is too imprecise, the method enables the users to identify what maximal subset of sources that would support a more precise and useful result. Instead of providing a unique fusion result, the method yields a structured view of partial results labelled by subsets of sources. Finally, an experiment on a real-world application has been carried out for decision aid in agricultural practices.</abstract><relatedItem type="host"><titleInfo><title>Modeling Decisions for Artificial Intelligence</title><subTitle>7th International Conference, MDAI 2010, Perpignan, France, October 27-29, 2010. Proceedings</subTitle></titleInfo><name type="personal"><namePart type="given">Vicenç</namePart><namePart type="family">Torra</namePart><affiliation>IIIA-CSIC, Campus UAB s/n, 08193, Bellaterra, Catalonia, Spain</affiliation><affiliation>E-mail: vtorra@iiia.csic.es</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Yasuo</namePart><namePart type="family">Narukawa</namePart><affiliation>Toho Gakuen, 3-1-10 Naka, Kunitachi, 186-0004, Tokyo, Japan</affiliation><affiliation>E-mail: narukawa@d4.dion.ne.jp</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Marc</namePart><namePart type="family">Daumas</namePart><affiliation>Université de Perpignan, Tecnosud, Rambla de la thermodynamique, 66100, Perpignan, France</affiliation><affiliation>E-mail: marc.daumas@univ-perp.fr</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">2010</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="I18040">Information Systems Applications (incl.Internet)</topic><topic authority="SpringerSubjectCodes" authorityURI="I18032">Information Storage and Retrieval</topic><topic authority="SpringerSubjectCodes" authorityURI="I18024">Database Management</topic><topic authority="SpringerSubjectCodes" authorityURI="I16013">Computation by Abstract Devices</topic><topic authority="SpringerSubjectCodes" authorityURI="I18030">Data Mining and Knowledge Discovery</topic></subject><identifier type="DOI">10.1007/978-3-642-16292-3</identifier><identifier type="ISBN">978-3-642-16291-6</identifier><identifier type="eISBN">978-3-642-16292-3</identifier><identifier type="ISSN">0302-9743</identifier><identifier type="eISSN">1611-3349</identifier><identifier type="BookTitleID">214227</identifier><identifier type="BookID">978-3-642-16292-3</identifier><identifier type="BookChapterCount">28</identifier><identifier type="BookVolumeNumber">6408</identifier><identifier type="BookSequenceNumber">6408</identifier><identifier type="PartChapterCount">25</identifier><part><date>2010</date><detail type="part"><title>Regular Papers</title></detail><detail type="volume"><number>6408</number><caption>vol.</caption></detail><extent unit="pages"><start>104</start><end>115</end></extent></part><recordInfo><recordOrigin>Springer Berlin Heidelberg, 2010</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><publisher>Springer</publisher><copyrightDate encoding="w3cdtf">2010</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 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><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">Vicenç</namePart><namePart type="family">Torra</namePart><affiliation>IIIA-CSIC, Campus UAB s/n, 08193, Bellaterra, Catalonia, Spain</affiliation><affiliation>E-mail: vtorra@iiia.csic.es</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Yasuo</namePart><namePart type="family">Narukawa</namePart><affiliation>Toho Gakuen, 3-1-10 Naka, Kunitachi, 186-0004, Tokyo, Japan</affiliation><affiliation>E-mail: narukawa@d4.dion.ne.jp</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Marc</namePart><namePart type="family">Daumas</namePart><affiliation>Université de Perpignan, Tecnosud, Rambla de la thermodynamique, 66100, Perpignan, France</affiliation><affiliation>E-mail: marc.daumas@univ-perp.fr</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 Berlin Heidelberg, 2010</recordOrigin></recordInfo></relatedItem><identifier type="istex">6315F3646BC4F0CCF03E0EDEE370B8DAAC668BAD</identifier><identifier type="ark">ark:/67375/HCB-83CDLBHL-R</identifier><identifier type="DOI">10.1007/978-3-642-16292-3_12</identifier><identifier type="ChapterID">12</identifier><identifier type="ChapterID">Chap12</identifier><accessCondition type="use and reproduction" contentType="copyright">Springer Berlin Heidelberg, 2010</accessCondition><recordInfo><recordContentSource authority="ISTEX" authorityURI="https://loaded-corpus.data.istex.fr" valueURI="https://loaded-corpus.data.istex.fr/ark:/67375/XBH-RLRX46XW-4">springer</recordContentSource><recordOrigin>Springer-Verlag Berlin Heidelberg, 2010</recordOrigin></recordInfo></mods><json:item><extension>json</extension><original>false</original><mimetype>application/json</mimetype><uri>https://api.istex.fr/ark:/67375/HCB-83CDLBHL-R/record.json</uri></json:item></metadata></istex></record>Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Wicri/Lorraine/explor/InforLorV4/Data/Istex/Corpus
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 001707 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Istex/Corpus/biblio.hfd -nk 001707 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien
|wiki= Wicri/Lorraine
|area= InforLorV4
|flux= Istex
|étape= Corpus
|type= RBID
|clé= ISTEX:6315F3646BC4F0CCF03E0EDEE370B8DAAC668BAD
|texte= Managing Information Fusion with Formal Concept Analysis
}}
| This area was generated with Dilib version V0.6.33. |  |