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Modeling and Mining Ubiquitous Social Media

International Workshops MSM 2011, Boston, MA, USA, October 9, 2011, and MUSE 2011, Athens, Greece, September 5, 2011, Revised Selected Papers

  • Conference proceedings
  • © 2012

Overview

Editors:
  1. Martin Atzmueller

    1. Knowledge and Data Engineering Group, University of Kassel, Kassel, Germany

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  2. Alvin Chin

    1. Mobile Social Networking Group, Nokia Research Center, Beijing, China

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  3. Denis Helic

    1. Faculty of Computer Science, Graz University of Technology, Graz, Austria

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  4. Andreas Hotho

    1. Data Mining and Information Retrieval Group, University of Würzburg, Würzburg, Germany

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7472)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: MSM 2011, MUSE 2011.

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Table of contents (9 papers)

  1. Front Matter

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  2. Integrating Social Media Data for Community Detection

    • Jiliang Tang, Xufei Wang, Huan Liu
    Pages 1-20

  3. Face-to-Face Contacts at a Conference: Dynamics of Communities and Roles

    • Martin Atzmueller, Stephan Doerfel, Andreas Hotho, Folke Mitzlaff, Gerd Stumme
    Pages 21-39

  4. Factors Influencing the Co-evolution of Social and Content Networks in Online Social Media

    • Philipp Singer, Claudia Wagner, Markus Strohmaier
    Pages 40-59

  5. Mining Dense Structures to Uncover Anomalous Behaviour in Financial Network Data

    • Ursula Redmond, Martin Harrigan, Pádraig Cunningham
    Pages 60-76

  6. Describing Locations Using Tags and Images: Explorative Pattern Mining in Social Media

    • Florian Lemmerich, Martin Atzmueller
    Pages 77-96

  7. Learning and Transferring Geographically Weighted Regression Trees across Time

    • Annalisa Appice, Michelangelo Ceci, Donato Malerba, Antonietta Lanza
    Pages 97-117

  8. Trend Cluster Based Kriging Interpolation in Sensor Data Networks

    • Pietro Guccione, Annalisa Appice, Anna Ciampi, Donato Malerba
    Pages 118-137

  9. Simulation of User Participation and Interaction in Online Discussion Groups

    • Else Nygren
    Pages 138-157

  10. Model-Driven Privacy and Security in Multi-modal Social Media UIs

    • Ricardo Tesoriero, Mohamed Bourimi, Fatih Karatas, Thomas Barth, Pedro G. Villanueva, Philipp Schwarte
    Pages 158-181

  11. Back Matter

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  1. Modeling and Mining Ubiquitous Social Media

Keywords

About this book

This book constitutes the joint thoroughly refereed post-proceedings of the Second International Workshop on Modeling Social Media, MSM 2011, held in Boston, MA, USA, in October 2011, and the Second International Workshop on Mining Ubiquitous and Social Environments, MUSE 2011, held in Athens, Greece, in September 2011. The 9 full papers included in the book are revised and significantly extended versions of papers submitted to the workshops. They cover a wide range of topics organized in three main themes: communities and networks in ubiquitous social media; mining approaches; and issues of user modeling, privacy and security.

Editors and Affiliations

  • Knowledge and Data Engineering Group, University of Kassel, Kassel, Germany

    Martin Atzmueller

  • Mobile Social Networking Group, Nokia Research Center, Beijing, China

    Alvin Chin

  • Faculty of Computer Science, Graz University of Technology, Graz, Austria

    Denis Helic

  • Data Mining and Information Retrieval Group, University of Würzburg, Würzburg, Germany

    Andreas Hotho

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