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GDAM 2015 : International Workshop on Graph Data Analysis and Management

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Link: http://www.cs.gsu.edu/GDAM15/
 
When Dec 6, 2015 - Dec 6, 2015
Where Singapore
Submission Deadline Aug 7, 2015
Notification Due Aug 20, 2015
Final Version Due Sep 1, 2015
Categories    graph data   data mining   graph storage   graph applications
 

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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