Ubiquitous Intelligence in Agent Mining

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dc.contributor.author Cao, Longbing en_US
dc.contributor.author Luo, Dan en_US
dc.contributor.author Zhang, Chengqi en_US
dc.contributor.editor Cao, L.; Gordodetsky, V.; Liu, J.; Weiss, G.; & Yu, P. en_US
dc.date.accessioned 2010-07-13T08:50:07Z
dc.date.available 2010-07-13T08:50:07Z
dc.date.issued 2009 en_US
dc.identifier 2009001105 en_US
dc.identifier.citation Cao Longbing, Luo Dan, and Zhang Chengqi 2009, 'Ubiquitous Intelligence in Agent Mining', Springer, Berlin / Heidelberg, pp. 23-35. en_US
dc.identifier.issn 978-3-642-03602-6 en_US
dc.identifier.other E1 en_US
dc.identifier.uri http://hdl.handle.net/10453/12621
dc.description.abstract Agent mining, namely the interaction and integration of multi-agent and data mining, has emerged as a very promising research area. While many mutual issues exist in both multi-agent and data mining areas, most of them can be described in terms of or related to ubiquitous intelligence. It is certainly very important to define, specify, represent, analyze and utilize ubiquitous intelligence in agents, data mining, and agent mining. This paper presents a novel but preliminary investigation of ubiquitous intelligence in these areas. We specify five types of ubiquitous intelligence: data intelligence, human intelligence, domain intelligence, network and web intelligence, organizational intelligence, and social intelligence. We define and illustrate them, and discuss techniques for involving them into agents, data mining, and agent mining for complex problem-solving. Further investigation on involving and synthesizing ubiquitous intelligence into agents, data mining, and agent mining will lead to a disciplinary upgrade from methodological, technical and practical perspectives. en_US
dc.language en_US
dc.publisher Springer en_US
dc.relation.isbasedon http://dx.doi.org/10.1007/978-3-642-03603-3_3 en_US
dc.title Ubiquitous Intelligence in Agent Mining en_US
dc.parent ADMI 2009 en_US
dc.journal.volume en_US
dc.journal.number en_US
dc.publocation Berlin / Heidelberg en_US
dc.identifier.startpage 23 en_US
dc.identifier.endpage 35 en_US
dc.cauo.name FEIT.Faculty of Engineering & Information Technology en_US
dc.conference Verified OK en_US
dc.for 080109 en_US
dc.personcode 034535 en_US
dc.personcode 996795 en_US
dc.personcode 011221 en_US
dc.percentage 55 en_US
dc.classification.name Pattern Recognition and Data Mining en_US
dc.classification.type FOR-08 en_US
dc.edition en_US
dc.custom International Workshop on Agents and Data Mining Interaction en_US
dc.date.activity 20090510 en_US
dc.location.activity Budapest, Hungary en_US
dc.description.keywords NA en_US
dc.staffid 011221 en_US

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