Title Behavior computing : modeling, analysis, mining and decision / Longbing Cao, Philip S. Yu, editors

Published London ; New York : Springer, ©2012

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Description 1 online resource (xvi, 374 pages) Contents Part 1. Behavior Modeling -- Analyzing Behavior of the Influentials Across Social Media / Nitin Agarwal, Shamanth Kumar, Huiji Gao, Reza Zafarani and Huan Liu -- Modeling and Analysis of Social Activity Process / Can Wang and Longbing Cao -- Behaviour Representation and Management Making Use of the Narrative Knowledge Representation Language / Gian Piero Zarri -- Semi-Markovian Representation of User Behavior in Software Packages / Prateeti Mohapatra and Howard Michel Part 2. Behavior Analysis -- P-SERS: Personalized Social Event Recommender System / Yun-Hui Hung, Jen-Wei Huang and Ming-Syan Chen -- Simultaneously Modeling Reply Networks and Contents to Generate User's Profiles on Web Forum / Zhao Zhang, Weining Qian and Aoying Zhou -- Information Searching Behavior Mining Based on Reinforcement Learning Models / Liren Gan, Yonghua Cen and Chen Bai -- Estimating Conceptual Similarities Using Distributed Representations and Extended Backpropagation / Peter Dreisiger, Wei Liu and Cara MacNish -- Scoring and Predicting Risk Preferences / Gürdal Ertek, Murat Kaya, Cemre Kefeli, Özge Onur and Kerem Uzer -- An Introduction to Prognostic Search / Nithin Kumar M and Vasudeva Varma Part 3. Behavior -- Clustering Clues of Trajectories for Discovering Frequent Movement Behaviors / Chih-Chieh Hung, Ling-Yin Wei and Wen-Chih Peng -- Linking Behavioral Patterns to Personal Attributes Through Data Re-Mining / Gürdal Ertek, Ayhan Demiriz and Fatih Cakmak -- Mining Causality from Non-categorical Numerical Data / Joaquim Silva, Gabriel Lopes and António Falcão -- A Fast Algorithm for Mining High Utility Itemsets / Show-Jane Yen, Chia-Ching Chen and Yue-Shi Lee -- Individual Movement Behaviour in Secure Physical Environments: Modeling and Detection of Suspicious Activity / Robert P. Biuk-Aghai, Yain-Whar Si, Simon Fong and Peng-Fan Yan -- A Behavioral Modeling Approach to Prevent Unauthorized Large-Scale Documents Copying from Digital Libraries / Evgeny E. Ivashko and Natalia N. Nikitina -- Analyzing Twitter User Behaviors and Topic Trends by Exploiting Dynamic Rules / Luca Cagliero and Alessandro Fiori Part 4. Behavior Applications -- Behavior Analysis of Telecom Data Using Social Networks Analysis / Avinash Polepally and Saravanan Mohan -- Event Detection Based on Call Detail Records / Huiqi Zhang and Ram Dantu -- Smart Phone: Predicting the Next Call / Huiqi Zhang and Ram Dantu -- A System with Hidden Markov Models and Gaussian Mixture Models for 3D Handwriting Recognition on Handheld Devices Using Accelerometers / Wang-Hsin Hsu, Yi-Yuan Chiang and Jung-Shyr Wu -- Medical Students' Search Behaviour: An Exploratory Survey / Anushia Inthiran, Saadat M. Alhashmi and Pervaiz K. Ahmed -- An Evaluation Scheme of Software Testing Strategy / K. Ajay Babu, K. Madhuri and M. Suman Summary '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 Analysis Computer science Data mining Information storage and retrieval systems Artificial intelligence Computer simulation Models and Principles Data Mining and Knowledge Discovery Information Storage and Retrieval Simulation and Modeling informatieontsluiting information retrieval informatieopslag information storage informatiesystemen information systems internet kunstmatige intelligentie datamining computerwetenschappen computer sciences modellen models simulatiemodellen simulation models Information and Communication Technology (General) Informatie- en communicatietechnologie (algemeen) Bibliography Includes bibliographical references and indexes Notes English Subject Social media -- Psychological aspects Behavioral assessment -- Data processing Human behavior -- Computer simulation SOCIAL SCIENCE -- Media Studies. Informatique. Behavioral assessment -- Data processing Human behavior -- Computer simulation Form Electronic book Author Cao, Longbing, 1969- Yu, Philip S. ISBN 9781447129691 1447129695 1447129687 9781447129684 1280793058 9781280793059 9786613703446 6613703443

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