CubeNet: Multi-Facet Hierarchical Heterogeneous Network Construction, Analysis, and Mining

29 Sep 2019 Yang Carl Teng Dai Liu Siyang Basu Sayantani Zhang Jieyu Shen Jiaming Zhang Chao Shang Jingbo Kaplan Lance Harratty Timothy Han Jiawei

Due to the ever-increasing size of data, construction, analysis and mining of universal massive networks are becoming forbidden and meaningless. In this work, we outline a novel framework called CubeNet, which systematically constructs and organizes real-world networks into different but correlated semantic cells, to support various downstream network analysis and mining tasks with better flexibility, deeper insights and higher efficiency... (read more)

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  • SOCIAL AND INFORMATION NETWORKS