会议论文

Ma, Huifang

英文

2018 IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM)

1550-4786

2018

1158-1163

18th IEEE International Conference on Data Mining Workshops (ICDMW)

IEEE International Conference on Data Mining

NOV 17-20, 2018

Singapore, SINGAPORE

[Ma, Huifang;Zhang, Di;Wang, Yanru] Northwest Normal Univ, Coll Comp Sci & Engn, Lanzhou 730070, Gansu, Peoples R China.^[Ma, Huifang] Guilin Univ Elect Technol, Guangxi Key Lab Trusted Software, Guilin 541004, Guangxi, Peoples R China.^[Zhao, Weizhong] Cent China Normal Univ, Sch Comp, Wuhan 430079, Hubei, Peoples R China.^[Shi, Zhongzhi] Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Informat Proc, Beijing 100190, Peoples R China.

IEEE, IEEE Comp Soc, Natl Sci Fdn, Singapore Management Univ, Living Analyt Res Ctr, Shanghai Yixue Educ Technol, X Order, UCommune Singapore

345 E 47TH ST, NEW YORK, NY 10017 USA

IEEE

978-1-5386-9159-5

10.1109/ICDM.2018.00152

National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61762078, 61363058, 61762079]; Guangxi Key Laboratory of Trusted Software [kx201705]

本校为其他机构

Recommending valuable contents for microblog users is an important way to improve users' experiences. As high quality descriptors of user semantics, tags have always been used to represent users' interests or attributes. In this work, we propose a microblog recommendation approach via hypergraph random walk tag expansion and user social relation. More specifically, microblogs are considered as hyperedges and terms are taken as hypervertexs for each user, and the weighting strategies for both hyperedges and hypervertexs are established. Random walk is performed on the weighted hypergraph to obt...