Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Sciencepaper Online》 2011-01
Add to Favorite Get Latest Update

Authority-based approach for advisor mining and individual recommendation

Wang Zhe1,Tang Jie1,Gong Jibing2,Yang Wenjun3(1.Department of Computer Science and Technology,Tsinghua University,Beijing 100084,China;2.Department of Computer Science and Engineering,Yanshan University,Qinhuangdao,Hebei 066004,China;3.Information Center,Planning and Engineering Institute Petrochina Corp.Ltd,Beijing 100083,China)  
We mine advisor-advisee relations based on data of Arnetminer,an academic search engine.Furthermore,we make individual recommendations combining user's information.This paper concentrates on calculating two values,authority scores and success rates.We separately build a recommendation model based on authority scores and a recommendation model based on success rates.The application of the paper is practically applied in Arnetminer,and collects user feedback to increase the accuracy of advisor-advisee relation mining and improve two recommendation models' quality.
【Fund】: 高等学校博士学科点专项科研基金资助项目(20070003093);; 国家高技术研究发展计划(863计划)资助项目(2009AA01Z138)
【CateGory Index】: TP311.13
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 1 Hits
1 Yang Zi,Tang Jie,Li Juanzi(Department of Computer Science and Technology,Tsinghua University,Beijing 100084,China);Learning to rank in heterogeneous network[J];中国科技论文在线;2011-04
【Co-references】
Chinese Journal Full-text Database 2 Hits
1 Tang Jie1,Gong Jibing2,Liu liu1,Yang Wenjun3(1.Department of Computer Science and Technology,Tsinghua University,Beijing 100084,China;2.Department of Computer Science and Engineer,Yanshan University,Qinhuangdao,Hebei 066004,China;3.Information Center,Planning and Engineering Institute Petrochina Corp.Ltd,Beijing 100083,China);Probabilistic model for academic social network and its applications[J];中国科技论文在线;2011-01
2 Wang Zhe1,Tang Jie1,Gong Jibing2,Yang Wenjun3(1.Department of Computer Science and Technology,Tsinghua University,Beijing 100084,China;2.Department of Computer Science and Engineering,Yanshan University,Qinhuangdao,Hebei 066004,China;3.Information Center,Planning and Engineering Institute Petrochina Corp.Ltd,Beijing 100083,China);Authority-based approach for advisor mining and individual recommendation[J];中国科技论文在线;2011-01
【Secondary References】
Chinese Journal Full-text Database 2 Hits
1 DENG Xiaojun;MAN Junfeng;OUYANG Min;College of Computer and Communication,Hunan University of Technology;;Online Evaluation Algorithm of Sorting Device Based on K-armed Dueling Bandits Problem[J];计算机工程;2015-09
2 Chi Yun;Liaoning Vocational College of Business;;ON CLASSIFICATION OF HETEROGENEOUS INFORMATION NETWORKS[J];计算机应用与软件;2014-06
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved