基于知识图谱的个性化推荐研究热点与前沿分析

被引:4
作者
孙鸿飞 [1 ]
武慧娟 [1 ,2 ]
李晟光 [2 ]
机构
[1] 东北电力大学经济管理学院
[2] 吉林大学管理学院
关键词
个性化推荐; 用户偏好; 知识图谱; CitespaceⅡ;
D O I
10.13833/j.cnki.is.2012.12.011
中图分类号
TP391.3 [检索机];
学科分类号
摘要
对1999-2012年间该领域的文献量、高产作者、主要机构、地区等现状问题进行详细描述,分析了该领域的知识基础,探索了该领域的研究热点和前沿问题,为我国的个性化推荐研究提供建设性意见和建议。
引用
收藏
页码:1896 / 1900
页数:5
相关论文
共 15 条
[1]  
Semantic inference of user’’s repu tation and expertise to improve collaborative reco-mmendations. Manuela I Martín-Vicente,Alberto Gil-Solla,ManuelRamos-Cabrer,etal. Expert Systems With Applications . 2012
[2]  
Solv ing the cold-start problem in recommender systemswith social tags. Zi-Ke Zhang,Chuang Liu,Yi-Cheng Zhang,etal. INFORMS J.Comput . 2010
[3]  
Evaluating collaborative filtering recommender systems. Herlocker J L,Konstan J A,Terveen L G,et al. ACM Transactions on Information Systems . 2004
[4]  
CitespaceⅡ:Detecting and visualizing emerg ing trendsand transient p-atterns in scientific litera ture. Chen C. Journal of the American Society for Infor-mation Science and Technology . 2006
[5]  
Personalized recommendation via integrateddiffusion on user–item–tag tripartite graphs. Zi-Ke Zhang,Tao Zhou,Yi-Cheng Zhang. Physica A Statistical Mechanics and its Applications . 2010
[6]  
Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. Gediminas Adomavicius,Alexander Tuzhilin. IEEE Transactions on Knowledge and Data Engineering . 2005
[7]   Evaluating collaborative filtering recommender systems [J].
Herlocker, JL ;
Konstan, JA ;
Terveen, K ;
Riedl, JT .
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2004, 22 (01) :5-53
[8]  
’Knowing me, knowing you’ — Using profiles and social networking to improve recommender systems[J] . P. Bonhard,M. A. Sasse. &nbspBT Technology Journal . 2006 (3)
[9]  
Social information filtering:Algorithms for automating "Word of Mouth". Shardanand U,Maes P. Proceedings of ACM CHI’95 Conference on Human Factors in Computing Systems . 1995
[10]  
GroupLens: applying collaborative filtering to usenet news. Konstan J,Miller B,Maltz D,et al. Communications of the ACM . 1997