Heterogeneous information network embedding with incomplete multi-view fusion  

作　　者：Susu ZHENG Weiwei YUAN Donghai GUAN 

机构地区：[1]College of Computer Science and Technology,Nanjing University of Aeronautics and Astronautics,Nanjing 211100,China [2]Collaborative Innovation Center of Novel Software Technology and Industrialization,Nanjing 211100,China

出　　处：《Frontiers of Computer Science》2022年第5期221-223,共3页中国计算机科学前沿（英文版）

基　　金：This research was supported by the Fundamental Research Funds for the Central Universities of China(NS2019056).

摘　　要：1 Introduction and main contributions Multi-view based HIN embedding method embeds the multiple views of heterogeneous information networks(HIN)to the low-dimensional space.It can preserve rich structural and semantic information by using HIN data of multiple views[1,2].In real networks,relations are partially observed due to privacy issues or other reasons,resulting in the incompleteness of single view[3,4].Existing methods usually ignore this problem,which lead to data sparse and it is difficult to extract the hidden semantic relationship of HIN.

关 键 词：network INCOMPLETE NETWORKS 

分 类 号：TN91[电子电信—通信与信息系统]