International Workshop on Modeling Social Media
International Workshop on Mining Ubiquitous and Social Environments
International Workshop on Machine Learning for Urban Sensor Data

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

  • Martin Atzmueller
  • Alvin Chin
  • Frederik Janssen
  • Immanuel Schweizer
  • Christoph Trattner
Conference proceedings

DOI: 10.1007/978-3-319-29009-6

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9546)

Table of contents

  1. Front Matter
    Pages I-IX
  2. Eraldo R. Fernandes, Ulf Brefeld, Roi Blanco, Jordi Atserias
    Pages 1-25
  3. Xiangju Qin, Derek Greene, Pádraig Cunningham
    Pages 46-69
  4. Xin Wang, Tristan Gaugel, Matthias Keller
    Pages 70-89
  5. Martin Atzmueller, Andreas Ernst, Friedrich Krebs, Christoph Scholz, Gerd Stumme
    Pages 90-108
  6. Fatjon Seraj, Berend Jan van der Zwaag, Arta Dilo, Tamara Luarasi, Paul Havinga
    Pages 128-146
  7. Mickaël Poussevin, Emeric Tonnelier, Nicolas Baskiotis, Vincent Guigue, Patrick Gallinari
    Pages 147-164
  8. Roni Bar-David, Mark Last
    Pages 165-185
  9. Back Matter
    Pages 187-187

About these proceedings

Introduction

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

  • Martin Atzmueller
    • 1
  • Alvin Chin
    • 2
  • Frederik Janssen
    • 3
  • Immanuel Schweizer
    • 4
  • Christoph Trattner
    • 5
  1. 1.University of KasselKasselGermany
  2. 2.BMW Technology GroupChicagoUSA
  3. 3.Knowledge EngineeringTechnische Universität DarmstadtDarmstadtGermany
  4. 4.TU DarmstadtDarmstadtGermany
  5. 5.Graz University of TechnologyGrazAustria

Bibliographic information

  • Copyright Information Springer International Publishing Switzerland 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-29008-9
  • Online ISBN 978-3-319-29009-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349