Efficient Mining Algorithms for Large-scale Graphs
Yasunari Kishimoto, Hiroaki Shiokawa, Yasuhiro Fujiwara, Makoto Onizuka · NTT technical review · 2013
This article describes efficient graph mining algorithms designed for analyzing large-scale graph data such as social graphs.Graph mining is a technique to analyze the structure of graphs consisting of nodes and edges.We have developed efficient algorithms for two mining tasks: clustering and computing personalized PageRank, for large-scale graphs.