Behavioral Analytics in Social and Ubiquitous Environments

The 7 papers presented in this book are revised and significantly extended versions of papers submitted to three related workshops: 6th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2015, held in Porto, Portugal, September 2015, in conjunction with the 6th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2015; 6th International Workshop on Modeling Social Media, MSM 2015, held in Florence, Italy, May 2015, in conjunction with the 24th International World Wide Web Conference, WWW 2015; 7th International Workshop on Modeling Social Media, MSM 2016, Montreal, QC, Canada, April 2016, in conjunction with the 25th International World Wide Web Conference, WWW 2016.

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Link Classification and Tie Strength Ranking in Online Social Networks with Exogenous Interaction Networks.- Stratification-Oriented Analysis of Community Structure in Networks of Face-to-Face Proximity.- Analyzing Big Data Streams with Apache SAMOA .- Multimodal Behavioral Mobility Pattern Mining and Analysis Using Topic Modeling on GPS Data.- Sequential Monte Carlo Inference Based on Activities for Overlapping Community Models.- Results of a Survey about the Perceived Task Similarities in Micro Task Crowdsourcing Systems.- Provenance of Explicit and Implicit Interactions on Social Media with W3C PROV-DM.