Grand Challenge: Dynamic Graph Management for Streaming Social Media Analytics

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Conference Proceedings (fully refereed)
Christos Vlassopoulos, Ioannis Kontopoulos, Michail Apostolou, Alexander Artikis & Dimitrios Vogiatzis
We present a system for analytics on streaming social media that computes the most active posts, based on the age and the amount of comments for each post, and tracks the largest communities that comprise friends that are fond of the same content. To deal with high velocity data streams, we implemented an algorithm for incrementally updating graphs expressing social networks. The evaluation of our system is based on the datasets of the DEBS 2016 challenge.
Software and Knowledge Engineering Laboratory (SKEL)
Conference Short Name: 
Conference Full Name: 
The 10th ACM International Conference on Distributed and Event-Based Systems
Conference Country: 
US:United States
Conference City: 
Irvine, CA
Conference Venue: 
Beckman Center of the National Academies of Sciences & Engineering
Conference Date(s): 
Mon, 20/06/2016 - Fri, 24/06/2016
Conference Level: 

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