2012

Behavior Computing

Modeling, Analysis, Mining and Decision

Editors:

ISBN: 978-1-4471-2968-4 (Print) 978-1-4471-2969-1 (Online)

Table of contents (23 chapters)

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  1. Front Matter

    Pages I-XVI

  2. Behavior Modeling

    1. Front Matter

      Pages 1-1

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      Book Chapter

      Pages 3-19

      Analyzing Behavior of the Influentials Across Social Media

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      Book Chapter

      Pages 21-35

      Modeling and Analysis of Social Activity Process

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      Book Chapter

      Pages 37-56

      Behaviour Representation and Management Making Use of the Narrative Knowledge Representation Language

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      Book Chapter

      Pages 57-68

      Semi-Markovian Representation of User Behavior in Software Packages

  3. Behavior Analysis

    1. Front Matter

      Pages 69-69

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      Book Chapter

      Pages 71-89

      P-SERS: Personalized Social Event Recommender System

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      Pages 91-108

      Simultaneously Modeling Reply Networks and Contents to Generate User’s Profiles on Web Forum

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      Book Chapter

      Pages 109-126

      Information Searching Behavior Mining Based on Reinforcement Learning Models

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      Book Chapter

      Pages 127-142

      Estimating Conceptual Similarities Using Distributed Representations and Extended Backpropagation

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      Pages 143-163

      Scoring and Predicting Risk Preferences

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      Pages 165-175

      An Introduction to Prognostic Search

  4. Behavior Mining

    1. Front Matter

      Pages 177-177

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      Book Chapter

      Pages 179-196

      Clustering Clues of Trajectories for Discovering Frequent Movement Behaviors

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      Pages 197-214

      Linking Behavioral Patterns to Personal Attributes Through Data Re-Mining

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      Pages 215-227

      Mining Causality from Non-categorical Numerical Data

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      Pages 229-240

      A Fast Algorithm for Mining High Utility Itemsets

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      Book Chapter

      Pages 241-253

      Individual Movement Behaviour in Secure Physical Environments: Modeling and Detection of Suspicious Activity

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      Book Chapter

      Pages 255-265

      A Behavioral Modeling Approach to Prevent Unauthorized Large-Scale Documents Copying from Digital Libraries

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      Book Chapter

      Pages 267-287

      Analyzing Twitter User Behaviors and Topic Trends by Exploiting Dynamic Rules

  5. Behavior Applications

    1. Front Matter

      Pages 289-289

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      Book Chapter

      Pages 291-303

      Behavior Analysis of Telecom Data Using Social Networks Analysis

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      Book Chapter

      Pages 305-316

      Event Detection Based on Call Detail Records

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      Book Chapter

      Pages 317-325

      Smart Phone: Predicting the Next Call

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