Modeling the Local and Global Evolution Pattern of Community Structures for Dynamic Networks Analysis

• Published in: IEEE access Vol. 7; pp. 71350 - 71360
• Main Authors: Yu, Wei, Wang, Wenjun, Jiao, Pengfei, Wu, Huaming, Sun, Yueheng, Tang, Minghu
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 2019; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Analytical models; Complex systems; Evolution; Evolution (biology); evolutionary pattern extraction; Feature extraction; Heuristic algorithms; Modelling; Network analysis; Orthogonal non-negative matrix factorization (ONMF); Pattern analysis; Predictive models; structure prediction; Task analysis; temporal community detection

Exploring and understanding the temporal structure of dynamic networks attract extensive attention over the past few years. Most of these current research focuses on temporal community detection, evolution analysis or link prediction from a mission-oriented perspective. In fact, these three tasks sh...