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Data Mining for Social Network Data

  • Nasrullah Memon
  • Jennifer Jie Xu
  • David L. Hicks
  • Hsinchun Chen

Part of the Annals of Information Systems book series (AOIS, volume 12)

Table of contents

  1. Front Matter
    Pages i-ix
  2. Nasrullah Memon, Jennifer Jie Xu, David L. Hicks, Hsinchun Chen
    Pages 1-7
  3. Hristo Tanev, Bruno Pouliquen, Vanni Zavarella, Ralf Steinberger
    Pages 9-29
  4. Jianming He, Wesley W. Chu
    Pages 47-74
  5. Guangying Hua, Yingjie Sun, Dominique Haughton
    Pages 75-89
  6. Siddharth Kaza, Hsinchun Chen
    Pages 91-107
  7. Tsuyoshi Murata
    Pages 109-123
  8. Jiyang Chen, Osmar R. Zaïane, Jörg Sander, Randy Goebel
    Pages 125-148
  9. Iltae Lee, Negar Koochakzadeh, Keivan Kianmehr, Reda Alhajj, Jon Rokne
    Pages 201-215

About this book

Introduction

Social Network Data Mining: Research Questions, Techniques, and Applications Nasrullah Memon, Jennifer Xu, David L. Hicks and Hsinchun Chen Automatic expansion of a social network using sentiment analysis Hristo Tanev, Bruno Pouliquen, Vanni Zavarella and Ralf Steinberger Automatic mapping of social networks of actors from text corpora: Time series analysis James A. Danowski and Noah Cepela A social network based recommender system (SNRS) Jianming He and Wesley W. Chu Network analysis of U.S. air transportation network Guangying Hua, Yingjie Sun, and Dominique Haughton Identifying high-status nodes in knowledge networks Siddharth Kaza and Hsinchun Chen Modularity for bipartite networks Tsuyoshi Murata ONDOCS: Ordering nodes to detect overlapping community structure Jiyang Chen, Osmar R. Zaiane, J¨org Sander, and Randy Goebel Framework for Fast Identification of Community Structures in Large-Scale Social Networks Yutaka I. Leon-Suematsu and Kikuo Yuta Geographically organized small communities and the hardness of clustering social networks Miklós Kurucz and András A. Benczúr Integrating genetic algorithms and fuzzy logic for web structure optimization Iltae Lee, Negar Koochakzadeh, Keivan Kianmehr, Reda Alhajj, and Jon Rokne

Keywords

Mapping Simulation algorithms calculus data mining information science learning machine learning modeling optimization social networks web mining

Editors and affiliations

  • Nasrullah Memon
    • 1
  • Jennifer Jie Xu
    • 2
  • David L. Hicks
    • 3
  • Hsinchun Chen
    • 4
  1. 1., Maersk Mc-Kinney Moller InstituteUniversity of Southern DenmarkOdense MDenmark
  2. 2., Dept. Computer Information SystemsBentley UniversityWalthamUSA
  3. 3., Dept. Computer Science & EngineeringAalborg University EsbjergEsbjergDenmark
  4. 4.Eller College of ManagementUniversity of ArizonaTucsonUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4419-6287-4
  • Copyright Information Springer Science+Business Media, LLC 2010
  • Publisher Name Springer, Boston, MA
  • eBook Packages Business and Economics
  • Print ISBN 978-1-4419-6286-7
  • Online ISBN 978-1-4419-6287-4
  • Series Print ISSN 1934-3221
  • Series Online ISSN 1934-3213
  • Buy this book on publisher's site