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 /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Atzmueller, Martin (Editor), Chin, Alvin (Editor), Helic, Denis (Editor), Hotho, Andreas (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
• Series: Lecture Notes in Computer Science, 7472
• Subjects: Computer science.; Architecture, Computer.; Data mining.; Information storage and retrieval.; User interfaces (Computer systems).; Artificial intelligence.; Computers and civilization.; Computer Science.; Artificial Intelligence (incl. Robotics).; User Interfaces and Human Computer Interaction.; Data Mining and Knowledge Discovery.; Information Storage and Retrieval.; Computer System Implementation.; Computers and Society.

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, Greec...

Table of Contents:

• Integrating Social Media Data for Community Detection
• Face-to-Face Contacts at a Conference: Dynamics of Communities and Roles
• Factors Influencing the Co-evolution of Social and Content Networks in Online Social Media
• Mining Dense Structures to Uncover Anomalous Behaviour in Financial Network Data
• Describing Locations Using Tags and Images: Explorative Pattern Mining in Social Media
• Learning and Transferring Geographically Weighted Regression Trees across Time
• Trend Cluster Based Kriging Interpolation in Sensor Data Networks
• Simulation of User Participation and Interaction in Online Discussion Groups
• Model-Driven Privacy and Security in Multi-modal Social Media UIs.