Online, data-centric social network
challenging: large scale, dynamic, high rate communication.
–Linkage-based and Structural Analysis
small world phenomenon, preferential attachment
node classification
community detection
evolution analysis
link inference/prediction[future linkages]
frequent dynamic subgraph mining
–Adding Content-based Analysis
Social Tagging
influence propagation
content-based mining.
linkage+content improves the linkage-only method. E.g., community detection, link inference.
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