Recommendation via user's personality and social contextual

International Conference on Information and Knowledge Management, Proceedings

Volumn , Issue , 2013, Pages 1521-1524

  Feng, He ^a   Qian, Xueming ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

Interpersonal influence; Personalized recommendation; Recommendation system; Social media; Social networks

Indexed keywords

COLD START; INTERPERSONAL INFLUENCES; MODEL-BASED OPC; PERSONALIZED RECOMMENDATION; PROBABILISTIC MATRIX FACTORIZATIONS; SOCIAL FACTOR; SOCIAL MEDIA; SPARSITY PROBLEMS;

KNOWLEDGE MANAGEMENT; RECOMMENDER SYSTEMS;

SOCIAL NETWORKING (ONLINE);

EID: 84889605031     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2505515.2507834     Document Type: Conference Paper

References (6)

1. R. Salakhutdinov, and A. Mnih, "Probabilistic matrix factorization," in NIPS, 2008.
2. X. Yang, H. Steck, and Y. Liu, "Circle-based recommendation in online social networks," in KDD'12, pp. 1267-1275.
3. M. Jiang, P. Cui, et al., "Social contextual recommendation," in CIKM'12, Oct. 2012, pp. 45-54.
4. R. Sinha, and K. Swearingen, "Comparing Recommendations Made by Online Systems and Friends," DELOS Workshop: Personalisation and Recommender Systems in Digital Libraries, 2001.
5. M. Jamali, and M. Ester, "A matrix factorization technique with trust propagation for recommendation in social networks," in ACM RecSys, 2010.
6. X. Qian, X. Liu, C. Zheng, Y. Du, and X. Hou, "Tagging photos using users' vocabularies", Neurocomputing, Vol. 111, 2013, pp. 144-153.