1st International Workshop on Information Analysis and Data Mining Over Social Network (DMSN-ICDM 2015)

In recent years, the research on social networks has advanced significantly, which can be attributed to the prevalence of the online social websites and instant messaging systems. Social networks have become the key platforms for, among others, content dissemination, professional networking, recommendation, alerting, and political campaigns. Providing support for social network analysis, such as tracing, propagation, visualization or simulation, new computational approaches focus on representing, analyzing, and extracting useful patterns from them. The availability of huge network-structured data, such as social, citation, mobile, terrorism and metabolic networks, provides great opportunities to understand complex systems of social networks. This workshop aims at identifying challenges on social networks, especially on information analysis and data mining over social networks. The research along this direction is also very promising for businesses and IT industry, as they develop innovative ideas fostering the design of the new generation of social network platforms and their services.

This workshop aims at bringing together researchers and professionals from academia and industry from around the world for showcasing, discussing, and reviewing the whole spectrum of technological opportunities, challenges, solutions, and emerging applications in social network information analysis and data mining. We especially encourage original work based on interdisciplinary research, such as computer science and social science, where quantitative evidence is available demonstrating the mutual advantage of such an approach.

 

Topics of particular interest (but not limited to):

  • Community structure analysis and detection in social networks;

  • Evolution and dynamics of social networks;

  • Applications of social network and media analysis and mining;

  • Propagation and diffusion of information in social networks;

  • Modeling and analysis of multidimensional, multimode, and temporal networks;

  • Anomaly detection in social networks;

  • Link prediction in social networks;

  • Privacy and security in social networks;

  • Collective behavior analysis in social networks

  • Data mining and machine learning to gain novel insights on social networks

  • Deep learning for analysis in social networks

  • Data mining on dynamic, heterogeneous and large-scale behavior analysis

  • Real-world applications of social networks


Timeline

  • Due date for full workshop papers: July 20, 2015

  • Notification of workshop papers acceptance to authors: September 1, 2015

  • Camera-ready deadline for accepted papers: September 10, 2015 (tentatively)

  • Workshop dates: November 14, 2015

*All deadlines are at 11:59PM Pacific Daylight Time.