Ubiquitous intelligence in agent mining

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dc.contributor.author Cao, L
dc.contributor.author Luo, D
dc.contributor.author Zhang, C
dc.date.accessioned 2010-07-13T08:50:07Z
dc.date.issued 2009
dc.identifier.citation Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2009, 5680 LNAI pp. 23 - 35
dc.identifier.isbn 3642036023
dc.identifier.isbn 9783642036026
dc.identifier.issn 0302-9743
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. © 2009 Springer Berlin Heidelberg.
dc.relation.isbasedon 10.1007/978-3-642-03603-3_3
dc.title Ubiquitous intelligence in agent mining
dc.type Conference Proceeding
dc.parent Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
dc.journal.volume 5680 LNAI
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 080101 Adaptive Agents and Intelligent Robotics
dc.for 080110 Simulation and Modelling
dc.for 080109 Pattern Recognition and Data Mining
dc.personcode 011221
dc.personcode 034535
dc.personcode 996795
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
pubs.embargo.period Not known
pubs.organisational-group /University of Technology Sydney
pubs.organisational-group /University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group /University of Technology Sydney/Strength - Quantum Computation and Intelligent Systems


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