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Social Media Modeling and Computing

  • Book
  • © 2011

Overview

Editors:
  1. Steven C.H. Hoi

    1. School of Computer Engineering, Nanyang Technological University, Singapore, Singapore

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  2. Jiebo Luo

    1. Kodak Research Laboratories, Rochester, USA

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  3. Susanne Boll

    1. Media Informatics and Multimedia Systems, University of Oldenburg, Oldenburg, Germany

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  4. Dong Xu

    1. School of Computer Engineering, Nanyang Technological University, Singapore, Singapore

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  5. Rong Jin

    1. Dept. Computer Science and Engineering, Michigan State University, East Lansing, USA

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  6. Irwin King

    1. Dept. Computer Science and Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong/PR China

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  • Presents contributions from an international selection of preeminent experts in the field
  • Discusses topics on social-media content analysis, and examines social-media system design and analysis
  • Describes emerging applications of social media
  • Includes supplementary material: sn.pub/extras

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Table of contents (12 chapters)

  1. Front Matter

    Pages I-XIII
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  2. Social Media Content Analysis

    1. Front Matter

      Pages 1-1
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    2. Quantifying Visual-Representativeness of Social Image Tags Using Image Tag Clarity

      • Aixin Sun, Sourav S. Bhowmick
      Pages 3-23

    3. Tag-Based Social Image Search: Toward Relevant and Diverse Results

      • Kuiyuan Yang, Meng Wang, Xian-Sheng Hua, Hong-Jiang Zhang
      Pages 25-45

    4. Social Image Tag Ranking by Two-View Learning

      • Jinfeng Zhuang, Steven C. H. Hoi
      Pages 47-70

    5. Combining Multi-modal Features for Social Media Analysis

      • Spiros Nikolopoulos, Eirini Giannakidou, Ioannis Kompatsiaris, Ioannis Patras, Athena Vakali
      Pages 71-96

    6. Multi-label Image Annotation by Structural Grouping Sparsity

      • Yahong Han, Fei Wu, Yueting Zhuang
      Pages 97-118

  3. Social Media System Design and Analysis

    1. Front Matter

      Pages 119-119
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    2. Mechanism Design for Incentivizing Social Media Contributions

      • Vivek K. Singh, Ramesh Jain, Mohan Kankanhalli
      Pages 121-143

    3. Efficient Access Control in Multimedia Social Networks

      • Amit Sachan, Sabu Emmanuel
      Pages 145-165

    4. Call Me Guru: User Categories and Large-Scale Behavior in YouTube

      • Joan-Isaac Biel, Daniel Gatica-Perez
      Pages 167-188

    5. Social Media Visual Analytics for Events

      • Nicholas Diakopoulos, Mor Naaman, Tayebeh Yazdani, Funda Kivran-Swaine
      Pages 189-209

  4. Social Media Applications

    1. Front Matter

      Pages 211-211
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    2. Using Rich Social Media Information for Music Recommendation via Hypergraph Model

      • Shulong Tan, Jiajun Bu, Chun Chen, Xiaofei He
      Pages 213-237

    3. Using Geotags to Derive Rich Tag-Clouds for Image Annotation

      • Dhiraj Joshi, Jiebo Luo, Jie Yu, Phoury Lei, Andrew Gallagher
      Pages 239-256

    4. Social Aspects of Photobooks: Improving Photobook Authoring from Large-Scale Multimedia Analysis

      • Philipp Sandhaus, Susanne Boll
      Pages 257-277

  5. Back Matter

    Pages 279-286
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Keywords

About this book

This timely text/reference presents the latest advances in various aspects of social media modeling and social media computing research. Gathering together superb research from a range of established international conferences and workshops, the editors coherently organize and present each of the topics in relation to the basic principles and practices of social media modeling and computing. Individual chapters can be also be used as self-contained references on the material covered. Topics and features: presents contributions from an international selection of preeminent experts in the field; discusses topics on social-media content analysis; examines social-media system design and analysis, and visual analytic tools for event analysis; investigates access control for privacy and security issues in social networks; describes emerging applications of social media, for music recommendation, automatic image annotation, and the analysis and improvement of photo-books.

Reviews

From the reviews:

“It is an appropriate resource for graduate students, software developers, and researchers. … Each chapter is a standalone presentation with a set of references at the end. A comprehensive subject matter index combines all of the chapters, which readers will find useful. … chapters are especially relevant for software developers and designers who want to review current research. … each chapter is well written, and I recommend this presentation of cutting-edge work.” (Brad Reid, ACM Computing Reviews, December, 2011)

Editors and Affiliations

  • School of Computer Engineering, Nanyang Technological University, Singapore, Singapore

    Steven C.H. Hoi, Dong Xu

  • Kodak Research Laboratories, Rochester, USA

    Jiebo Luo

  • Media Informatics and Multimedia Systems, University of Oldenburg, Oldenburg, Germany

    Susanne Boll

  • Dept. Computer Science and Engineering, Michigan State University, East Lansing, USA

    Rong Jin

  • Dept. Computer Science and Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong/PR China

    Irwin King

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