000			04866nam a22005295i 4500
001			978-1-4471-2969-1
003			DE-He213
005			20140220083236.0
007			cr nn 008mamaa
008			120410s2012 xxk| s |||| 0|eng d
020			_a9781447129691 _9978-1-4471-2969-1
024	7		_a10.1007/978-1-4471-2969-1 _2doi
050		4	_aQA75.5-76.95
072		7	_aUY _2bicssc
072		7	_aCOM069000 _2bisacsh
072		7	_aCOM032000 _2bisacsh
082	0	4	_a005.743 _223
100	1		_aCao, Longbing. _eeditor.
245	1	0	_aBehavior Computing _h[electronic resource] : _bModeling, Analysis, Mining and Decision / _cedited by Longbing Cao, Philip S. Yu.
264		1	_aLondon : _bSpringer London, _c2012.
300			_aXVI, 374 p. 122 illus. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
505	0		_aPreface -- Part I: Behavior Modeling -- Analyzing Behavior of the Influentials across Social Media -- Modeling and Analysis of Social Activity Process -- Behavior Representation and Management Making Use of the Narrative Knowledge Representation Language -- Semi-Markovian representation of User Behavior in Software Packages -- Part II: Behavior Analysis -- P-SERS: Personalized Social Event Recommender System -- Simultaneously Modeling Reply Networks and Contents to Generate User’s Profiles on Web Forum -- Information Searching Behavior Mining Based on Reinforcement Learning Models -- Estimating Conceptual Similarities using Distributed Representations and Extended Backpropagation -- Scoring and Predicting Risk Preferences -- An Introduction to Prognostic Search -- Part III: Behavior Mining -- Clustering Clues of Trajectories for Discovering Frequent Movement Behaviors -- Linking Behavioral Patterns to Personal Attributes through Data Re-Mining -- Mining Causality from Non-categorical Numerical Data -- A Fast Algorithm for Mining High Utility Itemsets -- Individual Movement Behavior in Secure Physical Environments: Modeling and Detection of Suspicious Activity -- A Behavioral Modeling Approach to Prevent Unauthorized Large-Scale Documents Copying from Digital Libraries -- Analyzing Twitter User Behaviors and Topic Trends by Exploiting Dynamic Rules -- Part IV: Behavior Applications -- Behavior Analysis of Telecom Data using Social Network Analysis -- Event Detection based on Call Detail Records -- Smart Phone: Predicting the Next Call -- A System with Hidden Markov Models and Guassian Mixture Models for 3D Handwriting Recognition on Handheld Devices using Accelerometers -- Medical Student’s Search Behavior: An Exploratory Survey -- An Evaluation Scheme of Software Testing Strategy.
520			_a'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.
650		0	_aComputer science.
650		0	_aData mining.
650		0	_aInformation storage and retrieval systems.
650		0	_aArtificial intelligence.
650		0	_aComputer simulation.
650	1	4	_aComputer Science.
650	2	4	_aModels and Principles.
650	2	4	_aData Mining and Knowledge Discovery.
650	2	4	_aInformation Storage and Retrieval.
650	2	4	_aInformation Systems Applications (incl. Internet).
650	2	4	_aArtificial Intelligence (incl. Robotics).
650	2	4	_aSimulation and Modeling.
700	1		_aYu, Philip S. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9781447129684
856	4	0	_uhttp://dx.doi.org/10.1007/978-1-4471-2969-1
912			_aZDB-2-SCS
999			_c100740 _d100740