Behavior Informatics and Analytics: Let behavior talk

Cao, L

Behavior Informatics and Analytics: Let behavior talk

Cao, L

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Publication Type:: Conference Proceeding
Citation:: Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008, 2008, pp. 87 - 96
Issue Date:: 2008-12-01

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Field	Value	Language
dc.contributor.author	Cao, L https://orcid.org/0000-0003-1562-9429	en_US
dc.date.issued	2008-12-01	en_US
dc.identifier.citation	Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008, 2008, pp. 87 - 96	en_US
dc.identifier.isbn	9780769535036	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. © 2008 IEEE.	en_US
dc.relation.ispartof	Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008	en_US
dc.relation.isbasedon	10.1109/ICDMW.2008.95	en_US
dc.title	Behavior Informatics and Analytics: Let behavior talk	en_US
dc.type	Conference Proceeding
utslib.for	0801 Artificial Intelligence and Image Processing	en_US
dc.location.activity	Pisa, Italy	en_US
pubs.embargo.period	Not known	en_US
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 - AAI - Advanced Analytics Institute Research Centre
utslib.copyright.status	open_access
pubs.publication-status	Published	en_US

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. © 2008 IEEE.

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http://hdl.handle.net/10453/10879