Behavior Informatics and Analytics: Let Behavior Talk

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dc.contributor.author Cao, Longbing en_US
dc.contributor.editor Francesco Bonchi; Bettina Berendt; Fosca Giannotti; Dimitrios Gunopulos; Franco Turini; Carlo Zaniolo; Naren Ramakrishnan; Xindong Wu en_US
dc.date.accessioned 2010-05-28T10:00:11Z
dc.date.available 2010-05-28T10:00:11Z
dc.date.issued 2008 en_US
dc.identifier 2008001498 en_US
dc.identifier.citation Cao Longbing 2008, 'Behavior Informatics and Analytics: Let Behavior Talk', IEEE Computer Society, Washington, DC, USA, pp. 87-96. en_US
dc.identifier.issn 978-0-7695-3503-6 en_US
dc.identifier.other E1 en_US
dc.identifier.uri http://hdl.handle.net/10453/10879
dc.description.abstract Behavior is increasingly recognized as a key component in business intelligence and problem-solving. Different from traditional behavior analysis, which mainly focus on implicit behavior and explicit business appearance as a result of business usage and customer demographics, this paper proposes the field of Behavior Informatics and Analytics (BIA), to support explicit behavior involvement through a conversion from transactional data to behavioral data, and further genuine analysis of native behavior patterns and impacts. BIA consists of key components including behavior modeling and representation, behavioral data construction, behavior impact modeling, behavior pattern analysis, and behavior presentation. BIA can greatly complement the existing means for combined, more informative and social patterns and solutions for critical problem-solving in areas such as dealing with customer-officer interaction, counterterrorism and monitoring online communities. en_US
dc.language en_US
dc.publisher IEEE Computer Society en_US
dc.relation.hasversion Accepted manuscript version
dc.relation.isbasedon http://dx.doi.org/10.1109/ICDMW.2008.95 en_US
dc.title Behavior Informatics and Analytics: Let Behavior Talk en_US
dc.parent Proceedings of the 2008 IEEE International Conference on Data Mining Workshops en_US
dc.journal.volume en_US
dc.journal.number en_US
dc.publocation Washington, DC, USA en_US
dc.identifier.startpage 87 en_US
dc.identifier.endpage 96 en_US
dc.cauo.name FEIT.School of Systems, Management and Leadership en_US
dc.conference Verified OK en_US
dc.for 080100 en_US
dc.personcode 034535 en_US
dc.percentage 100 en_US
dc.classification.name Artificial Intelligence and Image Processing en_US
dc.classification.type FOR-08 en_US
dc.edition en_US
dc.custom IEEE International Conference on Data Mining en_US
dc.date.activity 20081215 en_US
dc.location.activity Pisa, Italy en_US
dc.description.keywords behavioural sciences computing competitive intelligence data handling en_US
dc.staffid en_US
dc.staffid 034535 en_US


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