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Learning Temporal Dynamics of Behavior Propagation in Social Networks

Jun Zhang, Chaokun Wang, Jianmin Wang
2014 PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE  
However, few of existing work studied the direct, microscopic and temporal impact of social influence on people's behaviors in detail.  ...  As a new member of the BPM family, CIBP exploits the continuous-temporal functions (CTFs) to model the fully-continuous dynamic variance of social influence over time.  ...  This work is supported in part by the National Natural Science Foundation of China (No. 61373023, No. 61170064, No. 61133002)  ... 
doi:10.1609/aaai.v28i1.8717 fatcat:ntjxfkoitfaejnjpkfffzkzzju