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 Learni

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. Using Wikipedia For Cross-language Named Entity Recognition -- On The Predictive Power Of Web Intelligence And Social Media -- A Latent Space Analysis Of Editor Lifecycles In Wikipedia -- On Spatial Measures Of Geographic Relevance For Geotagged Social Media Content -- Formation And Temporal Evolution Of Social Groups During Coffee Breaks -- A Habit Detection Algorithm (hda) For Discovering Recurrent Patterns In Smart Meter Time Series -- Roads: A Road Pavement Monitoring System For Anomaly Detection Using Smart Phones -- Mining Ticketing Logs For Usage Characterization With Nonnegative Matrix Factorization -- Context-aware Location Prediction. Edited By Martin Atzmueller, Alvin Chin, Frederik Janssen, Immanuel Schweizer, Christoph Trattner. Front Matter....Pages I-IX Using Wikipedia for Cross-Language Named Entity Recognition....Pages 1-25 On the Predictive Power of Web Intelligence and Social Media....Pages 26-45 A Latent Space Analysis of Editor Lifecycles in Wikipedia....Pages 46-69 On Spatial Measures of Geographic Relevance for Geotagged Social Media Content....Pages 70-89 Formation and Temporal Evolution of Social Groups During Coffee Breaks....Pages 90-108 A Habit Detection Algorithm (HDA) for Discovering Recurrent Patterns in Smart Meter Time Series....Pages 109-127 RoADS: A Road Pavement Monitoring System for Anomaly Detection Using Smart Phones....Pages 128-146 Mining Ticketing Logs for Usage Characterization with Nonnegative Matrix Factorization....Pages 147-164 Context-Aware Location Prediction....Pages 165-185 Back Matter....Pages 187-187