Behavior Computing
Modeling, Analysis, Mining and Decision
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Beschreibung
'Behavior' is an increasingly important concept in the scientific, societal, economic, cultural, political, military, living and virtual worlds. Behavior computing, or behavior informatics, consists of methodologies, techniques and practical tools for examining and interpreting behaviours in these various worlds. Behavior computing contributes to the in-depth understanding, discovery, applications and management of behavior intelligence.
With contributions from leading researchers in this emerging field Behavior Computing: Modeling, Analysis, Mining and Decision includes chapters on:
- representation and modeling behaviors
- behavior ontology
- behaviour analysis
- behaviour pattern mining
- clustering complex behaviors
- classification of complex behaviors
- behaviour impact analysis
- social behaviour analysis
- organizational behaviour analysis
- behaviour computing applications
Behavior Computing: Modeling, Analysis, Mining and Decision provides a dedicated source of reference for the theory and applications of behavior informatics and behavior computing. Researchers, research students and practitioners in behavior studies, including computer science, behavioral science, and social science communities will find this state of the art volume invaluable.
'Behavior' is an increasingly important concept in the scientific, societal, economic, cultural, political, military, living and virtual worlds. Behavior computing, or behavior informatics, consists of methodologies, techniques and practical tools for examining and interpreting behaviours in these various worlds. Behavior computing contributes to the in-depth understanding, discovery, applications and management of behavior intelligence. With contributions from leading researchers in this emerging field Behavior Computing: Modeling, Analysis, Mining and Decision includes chapters on: representation and modeling behaviors; behavior ontology; behaviour analysis; behaviour pattern mining; clustering complex behaviors; classification of complex behaviors; behaviour impact analysis; social behaviour analysis; organizational behaviour analysis; and behaviour computing applications. Behavior Computing: Modeling, Analysis, Mining and Decision provides a dedicated source of reference for the theory and applications of behavior informatics and behavior computing. Researchers, research students and practitioners in behavior studies, including computer science, behavioral science, and social science communities will find this state of the art volume invaluable.
Includes six case studies on behavior applications Presents new techniques for capturing behavior characteristics in social media First dedicated source of references for the theory and applications of behavior informatics and behavior computing Includes supplementary material: sn.pub/extras
Autor*in
Longbing Cao
Themen in »Behavior Computing«
Behavior Impact Analysis Behavior Network Analysis Behavior Pattern Analysis Behavior Relation Analysis Behavior Representation
Stimmen zu »Behavior Computing«
Jair Merlo, Accenture, São Paulo, Brazil
Excerpts from full review posted Oct 12 2012 to Computing Reviews [Review #: CR140595 (1302-0087)]
...In spite of the spectrum of subjects and diversity of authors, the book’s editors have been extremely successful in providing coherent and integrated content...
After a thorough depiction of the theoretical state of the art in behavior modeling, chapter 4 offers a gold mine for practitioners: a semi-Markovian algorithm for user behavior analysis that is very easy to grasp, even for novices, and implemented in ActiveX...
Part 4 continues to explore applications of behavior computing with a plethora of diverse cases that illustrate the importance of this novice discipline.
The book provides valuable knowledge for both academia and industry.
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