Annals of Information Systems

Data Mining for Social Network Data

Editors: Memon, N., Xu, J.J., Hicks, D.L., Chen, H. (Eds.)

  • Covers the use of machine learning techniques to analyze social networks
  • A multidisciplinary source which will draw the interest of researchers and students in sociology, computer science and statistics
  • The research outcome will be of value in studying numerous problems of social import including market analysis and terrorist groups
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eBook $149.00
price for USA (gross)
  • ISBN 978-1-4419-6287-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $199.00
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  • ISBN 978-1-4419-6286-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

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

Table of contents (11 chapters)

  • Social Network Data Mining: Research Questions, Techniques, and Applications

    Memon, Nasrullah (et al.)

    Pages 1-7

  • Automatic Expansion of a Social Network Using Sentiment Analysis

    Tanev, Hristo (et al.)

    Pages 9-29

  • Automatic Mapping of Social Networks of Actors from Text Corpora: Time Series Analysis

    Danowski, James A. (et al.)

    Pages 31-46

  • A Social Network-Based Recommender System (SNRS)

    He, Jianming (et al.)

    Pages 47-74

  • Network Analysis of US Air Transportation Network

    Hua, Guangying (et al.)

    Pages 75-89

Buy this book

eBook $149.00
price for USA (gross)
  • ISBN 978-1-4419-6287-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $199.00
price for USA
  • ISBN 978-1-4419-6286-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Data Mining for Social Network Data
Editors
  • Nasrullah Memon
  • Jennifer Jie Xu
  • David L. Hicks
  • Hsinchun Chen
Series Title
Annals of Information Systems
Series Volume
12
Copyright
2010
Publisher
Springer US
Copyright Holder
Springer Science+Business Media, LLC
eBook ISBN
978-1-4419-6287-4
DOI
10.1007/978-1-4419-6287-4
Softcover ISBN
978-1-4419-6286-7
Series ISSN
1934-3221
Edition Number
1
Number of Pages
X, 216
Number of Illustrations and Tables
68 b/w illustrations
Topics