How to find your appropriate doctor: An integrated recommendation framework in big data context

IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CICARE 2014: 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-Health, Proceedings

Volumn , Issue , 2015, Pages 154-158

  Jiang, Hongxun ^a   Xu, Wei ^a  

^a RENMIN UNIVERSITY OF CHINA   (China)

Author keywords

Doctors; Intelligent recommendation; Matching model; Online word of mouth

Indexed keywords

BIG DATA; COST EFFECTIVENESS; DIAGNOSIS; MEDICAL COMPUTING;

DEMAND CHARACTERISTICS; DOCTORS; INFORMATION ASYMMETRY; INTELLIGENT RECOMMENDATION; MATCHING MODELS; MOBILE RECOMMENDERS; ON-LINE COMMUNITIES; ONLINE WORD OF MOUTHS;

RECOMMENDER SYSTEMS;

EID: 84922519490     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CICARE.2014.7007848     Document Type: Conference Paper

References (16)

1. G.A. Wang, J. Jiao, A.S. Abrahams, W. Fan, and Z. Zhang. "ExpertRank: A topic-aware expert finding algorithm for online knowledge communities," Decision Support Systems, vol. 54, pp. 1442-1451, 2013.
2. D. Petkova, and W.B. Croft, "Hierarchical language models for expert finding in enterprise corpora," The 18Th IEEE InternationalConference on Tools With Artifical Intelligence, pp. 599-608, 2006.
3. K. Balog, T. Bogers, L. Azzopardi, M. De Rijke, and A. Van Den Bosch, "Broad expertise retrieval in sparse data environments", Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval. pp. 551-558, 2007.
4. C.J. Salisbury, "How do people choose their doctor," British Medical Journal, vol. 299, pp. 608-610, Sept. 1989.
5. H. Fang, and C. Zhai, "Probabilistic models for expert finding," The 29th European Conference on Information Retrieval, pp.418-430, 2007.
6. K.Balog, L. Azzopardi, and M. De Rijke, "A language modeling framework for expert finding," Information Processing &Management, vol. 45, pp. 1-19, 2009.
7. Y. Cao, J. Liu, S. Bao, and H. Li, "Research on expert search at enterprise track of TREC 2005," Proc. of TREC. 2005.
8. H. Deng, J. Han, M.R. Lyu, I. King, "Modeling and exploiting heterogeneous bibliographic networks for expertise ranking," Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries, pp. 71-80, 2012.
9. C. Macdonald, and I. Ounis, "Voting techniques for expert search," Knowledge and Information Systems, vol. 16, pp. 259-280, 2008.
10. J. Sun, J. Ma, X. Cheng, Z. Liu, and X. Cao, "Finding an expert: a model recommendation system," International Conference on Information Systems, 2013.
11. J. Sun; W. Xu; J. Ma; and J. Sun, "Leverage RAF to find domain experts on research social network services: a big data analytics methodology with MapReduce framework," International Journal of Production Economics, 2014.
12. T. Nguyen-Oghalai, and Z.H. Wu, "Factors associated with a physician's recommendation for colorectal cancer testing in a diverse population," Fam Med., vol. 41, no. 6, pp. 427-433, June, 2009.
13. S.S. Coughlin, E.S. Breslau, T. Thompson, and V.B. Benard, "Physician recommendation for papanicolaou testing among U.S. women, 2000," Cancer Epidemiology, Biomarkers &Prevention, vol. 14, pp. 1143-1148, 2005.
14. V. Taylor, D. Lessler, K. Mertens, S.P. Tu, A. Hart, N. Chan, J. Shu, and B. Thompson, "Colorectal cancer screening among African Americans: the important of physician recommendation," Journal of the National Medical Association, vol. 95, no. 9, pp. 806-812, Step. 2003.
15. W. Xu, W. Du, J. Ma, W. Wang, Q. Liu. "An integrated decision support model to assess reviewers for research project selection," The 45th Hawaii International Conference on System Sciences, pp. 1414-1423, Jan. 2012.
16. G. Adomavicius, and A. Tuzhilin, "Toward the next generation of recommender systems: A survey ofthe state-of-The-art and possible extensions," IEEE Transactions on Knowledge and Data Engineering, vol. 17, pp. 734-749, 2005.