Computer Science ›› 2016, Vol. 43 ›› Issue (5): 198-203.doi: 10.11896/j.issn.1002-137X.2016.05.036

Previous Articles     Next Articles

Novel Method on Community-based User Recommendation on Social Network

ZHAO Qin, WANG Cheng and WANG Peng-wei   

  • Online:2018-12-01 Published:2018-12-01

Abstract: The user recommendation on social network is a hot spot of research.The existing work’s effort is not good in multiple-topics social networks.For solving this problem,we analyzed the topic classification of social network,and proposed a novel method of recommendation on relevant users.The experimental result shows that this method can improve the accuracy of recommendation and decrease the time complexity efficiently.

Key words: Social networks,Information recommendation,Information retrieval

[1] Singhal A.Modern information retrieval.:A brief overview [J].IEEE Data Engineering Bulletin,2001,4(4):35-43
[2] Salton G,Buckley C.Term-weighting approaches in automatictext retrieval [J].Information Processing & Management,1988,4(5):513-523
[3] Bellogín A,Cantador I,Castells P.A comparative study of hetero-geneous item recommendations in social systems [J].Information Sciences,2013,1:142-169
[4] Chen Ji-lin,Geyer W,Dugan C,et al.Make New Friends,butKeep the Old-Recommending People on Social Networking Sites [C]∥Proceedings of the SIGCHI Conference on Human Factors in Computing Systems,2009.New York:ACM,2009:201-210
[5] Nock N,Nielsen F.On weighting clustering [J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2006,8(8):1223-1235
[6] Yu S.The dynamic competitive recommendation algorithm in social network services [J].Information Sciences,2012,7:1-14
[7] Lv Lin-yuan,Matus M,Yeung C,et al.Recommender systems [J].Physics Reports,2012,9:1-49
[8] Carrer-Neto W,Hernandez-Alcaraz M,Valencia-Garcia R,et al.Social knowledge-based recommender system:Application to the movies domain [J].Expert Systems with Applications,2012,9:10990-11000
[9] Kardan A,Ebrahimi M.A novel approach to hybrid recommen-dation systems based on association rules mining for content re-commendation in asynchronous discussion groups [J].Information Sciences,2013,9:93-110
[10] Zhou Xian-ke,Wu Sai,Chen Chun,et al.Real-time recommendation for microblogs [J].Information Sciences,2014,9:301-325
[11] Zhao Qin,Wang Cheng,Jiang Chang-jun.HSim :A Novel Me-thod on Similarity Computation by Hybrid Measure[C]∥6th International Conference on Information and Communication Systems,2015.Amman:IEEE,2015:160-165
[12] Wang Yu,Gao Lin.Social Circle-Based Algorithm for Friend Re-commendation in Online Social Networks [J].Chinese Journal of Computer,2014,37(4):801-808(in Chinese) 王玙,高琳.基于社交圈的在线社交网络朋友推荐算法[J].计算机学报,2014,37(4):801-808
[13] Qian Fu-lan,Li Qi-long.Social Recommendation CombiningGlobal and Dual Local Information [J].Computer Science,2016,43(2):57-59,94(in Chinese) 钱付兰,李启龙.结合全局与双重局部信息的社交推荐[J].计算机科学,2016,3(2):57-59,94
[14] Jiang Sheng,Wang Zhong-qun,Xiu Yu,et al.Collaborative Filtering Recommendation Method Based on Dynamic Social Behavior and Users’ Background Information [J].Computer Science,2015,2(3):252-255,265(in Chinese) 蒋胜,王忠群,修宇,等.基于动态社会行为和用户背景的协同推荐方法[J].计算机科学,2015,42(3):252-255,265

No related articles found!
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] LEI Li-hui and WANG Jing. Parallelization of LTL Model Checking Based on Possibility Measure[J]. Computer Science, 2018, 45(4): 71 -75, 88 .
[2] XIA Qing-xun and ZHUANG Yi. Remote Attestation Mechanism Based on Locality Principle[J]. Computer Science, 2018, 45(4): 148 -151, 162 .
[3] LI Bai-shen, LI Ling-zhi, SUN Yong and ZHU Yan-qin. Intranet Defense Algorithm Based on Pseudo Boosting Decision Tree[J]. Computer Science, 2018, 45(4): 157 -162 .
[4] WANG Huan, ZHANG Yun-feng and ZHANG Yan. Rapid Decision Method for Repairing Sequence Based on CFDs[J]. Computer Science, 2018, 45(3): 311 -316 .
[5] SUN Qi, JIN Yan, HE Kun and XU Ling-xuan. Hybrid Evolutionary Algorithm for Solving Mixed Capacitated General Routing Problem[J]. Computer Science, 2018, 45(4): 76 -82 .
[6] ZHANG Jia-nan and XIAO Ming-yu. Approximation Algorithm for Weighted Mixed Domination Problem[J]. Computer Science, 2018, 45(4): 83 -88 .
[7] WU Jian-hui, HUANG Zhong-xiang, LI Wu, WU Jian-hui, PENG Xin and ZHANG Sheng. Robustness Optimization of Sequence Decision in Urban Road Construction[J]. Computer Science, 2018, 45(4): 89 -93 .
[8] LIU Qin. Study on Data Quality Based on Constraint in Computer Forensics[J]. Computer Science, 2018, 45(4): 169 -172 .
[9] ZHONG Fei and YANG Bin. License Plate Detection Based on Principal Component Analysis Network[J]. Computer Science, 2018, 45(3): 268 -273 .
[10] SHI Wen-jun, WU Ji-gang and LUO Yu-chun. Fast and Efficient Scheduling Algorithms for Mobile Cloud Offloading[J]. Computer Science, 2018, 45(4): 94 -99, 116 .