Improving Smart Environments with Knowledge Ecosystems
Identifieur interne : 005856 ( Istex/Corpus ); précédent : 005855; suivant : 005857Improving Smart Environments with Knowledge Ecosystems
Auteurs : Fulvio Mastrogiovanni ; Antonio Sgorbissa ; Renato ZaccariaSource :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2007.
Abstract
Abstract: This paper presents a distributed cognitive architecture suitable for Ambient Intelligence applications. The key idea is to model an intelligent space as an ecosystem composed by artificial entities which collaborate with each other to perform an intelligent multi-sensor data fusion of both numerical and symbolic information. The semantics associated with the knowledge representation can be used to aid intelligent systems or human supervisors to take decisions according to situations and events occurring within the intelligent space. Experimental results are presented showing how this approach has been successfully applied to smart environments for elderly and disabled.
Url:
DOI: 10.1007/978-3-540-74829-8_82
Links to Exploration step
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<Para>This paper presents a distributed cognitive architecture suitable for Ambient Intelligence applications. The key idea is to model an intelligent space as an ecosystem composed by artificial entities which collaborate with each other to perform an intelligent multi-sensor data fusion of both numerical and symbolic information. The semantics associated with the knowledge representation can be used to aid intelligent systems or human supervisors to take decisions according to situations and events occurring within the intelligent space. Experimental results are presented showing how this approach has been successfully applied to smart environments for elderly and disabled.</Para>
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<Keyword>Multi-Agent Systems</Keyword>
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<mods version="3.6"><titleInfo lang="en"><title>Improving Smart Environments with Knowledge Ecosystems</title>
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<name type="personal"><namePart type="given">Fulvio</namePart>
<namePart type="family">Mastrogiovanni</namePart>
<affiliation>Laboratorium DIST, University of Genoa, Italy</affiliation>
<affiliation>E-mail: fulvio.mastrogiovanni@unige.it</affiliation>
<role><roleTerm type="text">author</roleTerm>
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</name>
<name type="personal"><namePart type="given">Antonio</namePart>
<namePart type="family">Sgorbissa</namePart>
<affiliation>Laboratorium DIST, University of Genoa, Italy</affiliation>
<affiliation>E-mail: antonio.sgorbissa@unige.it</affiliation>
<role><roleTerm type="text">author</roleTerm>
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</name>
<name type="personal"><namePart type="given">Renato</namePart>
<namePart type="family">Zaccaria</namePart>
<affiliation>Laboratorium DIST, University of Genoa, Italy</affiliation>
<affiliation>E-mail: renato.zaccaria@unige.it</affiliation>
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<dateIssued encoding="w3cdtf">2007</dateIssued>
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<abstract lang="en">Abstract: This paper presents a distributed cognitive architecture suitable for Ambient Intelligence applications. The key idea is to model an intelligent space as an ecosystem composed by artificial entities which collaborate with each other to perform an intelligent multi-sensor data fusion of both numerical and symbolic information. The semantics associated with the knowledge representation can be used to aid intelligent systems or human supervisors to take decisions according to situations and events occurring within the intelligent space. Experimental results are presented showing how this approach has been successfully applied to smart environments for elderly and disabled.</abstract>
<relatedItem type="host"><titleInfo><title>Knowledge-Based Intelligent Information and Engineering Systems</title>
<subTitle>11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Vietri sul Mare, Italy, September 12-14, 2007, Proceedings, Part III</subTitle>
</titleInfo>
<name type="personal"><namePart type="given">Bruno</namePart>
<namePart type="family">Apolloni</namePart>
<role><roleTerm type="text">editor</roleTerm>
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</name>
<name type="personal"><namePart type="given">Robert</namePart>
<namePart type="given">J.</namePart>
<namePart type="family">Howlett</namePart>
<role><roleTerm type="text">editor</roleTerm>
</role>
</name>
<name type="personal"><namePart type="given">Lakhmi</namePart>
<namePart type="family">Jain</namePart>
<role><roleTerm type="text">editor</roleTerm>
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<issuance>monographic</issuance>
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<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="I18030">Data Mining and Knowledge Discovery</topic>
<topic authority="SpringerSubjectCodes" authorityURI="I2301X">Computer Appl. in Administrative Data Processing</topic>
<topic authority="SpringerSubjectCodes" authorityURI="I24040">Computers and Society</topic>
<topic authority="SpringerSubjectCodes" authorityURI="I24067">Management of Computing and Information Systems</topic>
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<identifier type="DOI">10.1007/978-3-540-74829-8</identifier>
<identifier type="ISBN">978-3-540-74828-1</identifier>
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<identifier type="ISSN">0302-9743</identifier>
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<part><date>2007</date>
<detail type="part"><title>II: Intelligent Systems</title>
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<detail type="volume"><number>4694</number>
<caption>vol.</caption>
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<extent unit="pages"><start>670</start>
<end>677</end>
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<relatedItem type="series"><titleInfo><title>Lecture Notes in Computer Science</title>
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<issuance>serial</issuance>
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<relatedItem type="constituent"><titleInfo><title>Lecture Notes in Artificial Intelligence</title>
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<name type="personal"><namePart type="given">Jaime</namePart>
<namePart type="given">G.</namePart>
<namePart type="family">Carbonell</namePart>
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<name type="personal"><namePart type="given">J\"org</namePart>
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</name>
<name type="personal"><namePart type="given">Bruno</namePart>
<namePart type="family">Apolloni</namePart>
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</name>
<name type="personal"><namePart type="given">Robert</namePart>
<namePart type="given">J.</namePart>
<namePart type="family">Howlett</namePart>
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</name>
<name type="personal"><namePart type="given">Lakhmi</namePart>
<namePart type="family">Jain</namePart>
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</name>
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<identifier type="ISSN">0302-9743</identifier>
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<part><detail type="volume"><number>II</number>
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