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  • Conference proceedings
  • © 2016

Big Data Analytics in the Social and Ubiquitous Context

5th International Workshop on Modeling Social Media, MSM 2014, 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014, Revised Selected Papers

Conference proceedings info: SENSEML 2015, MUSE 2014, MSM 2014.

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  • ISBN: 978-3-319-29009-6
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Table of contents (9 papers)

  1. Front Matter

    Pages I-IX
  2. Using Wikipedia for Cross-Language Named Entity Recognition

    • Eraldo R. Fernandes, Ulf Brefeld, Roi Blanco, Jordi Atserias
    Pages 1-25
  3. A Latent Space Analysis of Editor Lifecycles in Wikipedia

    • Xiangju Qin, Derek Greene, Pádraig Cunningham
    Pages 46-69
  4. On Spatial Measures of Geographic Relevance for Geotagged Social Media Content

    • Xin Wang, Tristan Gaugel, Matthias Keller
    Pages 70-89
  5. Formation and Temporal Evolution of Social Groups During Coffee Breaks

    • Martin Atzmueller, Andreas Ernst, Friedrich Krebs, Christoph Scholz, Gerd Stumme
    Pages 90-108
  6. RoADS: A Road Pavement Monitoring System for Anomaly Detection Using Smart Phones

    • Fatjon Seraj, Berend Jan van der Zwaag, Arta Dilo, Tamara Luarasi, Paul Havinga
    Pages 128-146
  7. Mining Ticketing Logs for Usage Characterization with Nonnegative Matrix Factorization

    • Mickaël Poussevin, Emeric Tonnelier, Nicolas Baskiotis, Vincent Guigue, Patrick Gallinari
    Pages 147-164
  8. Context-Aware Location Prediction

    • Roni Bar-David, Mark Last
    Pages 165-185
  9. Back Matter

    Pages 187-187

Other Volumes

  1. Big Data Analytics in the Social and Ubiquitous Context

    5th International Workshop on Modeling Social Media, MSM 2014, 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014, Revised Selected Papers

About this book

The 9 papers presented in this book are revised and significantly extended versions of papers submitted to three related workshops:

The 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and the First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014, which were held on September 15, 2014, in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2014) in Nancy, France; and the 5th International Workshop on Modeling Social Media (MSM 2014) that was held on April 8, 2014 in conjunction with ACM WWW in Seoul, Korea.

Keywords

  • big data
  • data mining
  • machine learning
  • social network analysis
  • Web mining
  • activity recognition
  • data analysis
  • data science
  • event extraction
  • forecasting
  • open-source intelligence
  • partial periodic patterns
  • sentiment analysis
  • smart metering
  • social media
  • temporal analytics
  • temporal patterns
  • twitter analysis
  • ubiquitous data
  • Web intelligence

Editors and Affiliations

  • University of Kassel, Kassel, Germany

    Martin Atzmueller

  • BMW Technology Group, Chicago, USA

    Alvin Chin

  • Knowledge Engineering, Technische Universität Darmstadt, Darmstadt, Germany

    Frederik Janssen

  • TU Darmstadt, Darmstadt, Germany

    Immanuel Schweizer

  • Graz University of Technology, Graz, Austria

    Christoph Trattner

Bibliographic Information

Buying options

eBook USD 44.99
Price excludes VAT (USA)
  • ISBN: 978-3-319-29009-6
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 59.99
Price excludes VAT (USA)