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GDAM 2015 : International Workshop on Graph Data Analysis and Management | |||||||||||||||
Link: http://www.cs.gsu.edu/GDAM15/ | |||||||||||||||
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Call For Papers | |||||||||||||||
CALL FOR PAPERS
International Workshop on Graph Data Analysis and Management (GDAM 2015) (http://www.cs.gsu.edu/GDAM15/) co-located with IEEE/WIC/ACM Web Intelligence Conference 2015 (http://wi-iat15.ntulily.org/wi/) Singapore, December 6, 2015 The International Workshop on Graph Data Analysis and Management (GDAM 2015) provides a forum for the exchange of ideas and results among researchers, developers, and practitioners working on all aspects of graph data management, mining, and applications. Improvements in data generation and exchange over the Web have caused a tremendous explosion in the amount of graph-like data and has necessitated the need for sophisticated storage, analysis and mining techniques. This workshop aims to provide an avenue for presentation of novel and efficient algorithms and storage structures for managing and mining big graph data. Topics of interest include but not limited to: Graph Data Management: Graph representation, storage, indexing and querying methods Distributed storage techniques Graph query languages, visualization techniques and querying interfaces Benchmarking RDF and/or graph database systems Managing graph updates, evolving and heterogeneous graphs Graph integration techniques with non-graph systems Graph data modeling Graph Data Mining: Graph summarization and sampling Graph clustering, partitioning and classification methods Frequent subgraph mining, graph pattern matching Algorithms for big graph data Parallel graph processing techniques/architectures Knowledge discovery from graphs Measuring graph characteristics – diameter, eigenvalues, triangle counting Approximation techniques Graph search algorithms Graph Applications: - Social networks - Biological network data - Web analysis and mining - Business data analysis - Healthcare data - Cybersecurity SUBMISSION GUIDELINES AND PUBLICATION DETAILS Please submit papers at: http://wi-iat15.ntulily.org/wi/participants-cfwpaper.html Selected papers for presentation at the workshop will be allocated 4 pages in the Workshop proceedings to be published by the IEEE Computer Society Press and distributed at the workshop. Negotiations are underway with World Scientific Publishers to produce a book that will include extended versions of the selected papers. KEY DATES Workshop paper submission: July 22, 2015 Author notification: August 10, 2015 Camera-ready of accepted papers: September 1, 2015 Workshop: December 6, 2015 ORGANIZERS Sameep Mehta, IBM Research, New Delhi, India Shourya Roy, Xerox Research, Bangalore, India Raj Sunderraman, Georgia State University, Atlanta, Georgia, USA (Contact: raj@cs.gsu.edu) |
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