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Full Product Details

Author:   Longbing Cao ,  Philip S. Yu
Publisher:   Springer London Ltd
Imprint:   Springer London Ltd
Edition:   2012 ed.
Dimensions:   Width: 15.50cm , Height: 2.10cm , Length: 23.50cm
Weight:   0.599kg
ISBN:  

9781447162063

ISBN 10:   1447162064
Pages:   376
Publication Date:   08 May 2014
Audience:   College/higher education ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
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Table of Contents

Preface.- 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.

Reviews

Jair Merlo, Accenture, Sao 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.

Jair Merlo, Accenture, Sao Paulo, BrazilExcerpts 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.

Jair Merlo, Accenture, Sao 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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