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Guided Learning for Role Discovery (GLRD): Framework, Algorithms, and Applications
Published on Sep 27, 20133171 Views
Role discovery in graphs is an emerging area that allows analysis of complex graphs in an intuitive way. In contrast to community discovery, which finds groups of highly connected nodes, the role d
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Chapter list
Guided Learning for Role Discovery (GLRD): Framework,00:00
Roadmap - 100:20
What is Role Discovery? - 100:35
What is Role Discovery? - 201:25
Our Contribution02:04
Roadmap - 203:40
NMF Interpretation03:53
Guidance Overview05:35
Sparsity07:06
Diversity07:54
Alternative Role Discovery09:11
Roadmap - 310:15
Identity Resolution Across Graphs10:22
Identity Resolution 11:40
Alternative Roles - 113:29
Alternative Roles - 214:07
Conclusion and Future Work15:51
Thank You16:28