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Volumn 5, Issue 2, 2011, Pages 169-181

Healthcare information systems: Data mining methods in the creation of a clinical recommender system

Author keywords

Correlation; Data mining; Healthcare enterprise wide systems; Healthcare integrated information systems; Information value; Medical informatics; Nursing care plan; Recommender system

Indexed keywords

CLINICAL DECISION SUPPORT; COMMERCIAL SYSTEMS; DATA MINING METHODS; ENTERPRISE INFORMATION SYSTEM; ERP SYSTEM; EVALUATION MEASURES; EVALUATION METHOD; HEALTH CARE INFORMATION SYSTEM; HEALTH-CARE SYSTEM; HEALTHCARE INDUSTRY; INFORMATION VALUE; INTEGRATED MEDICAL INFORMATION SYSTEMS; ITEMSET MINING; MEDICAL INFORMATICS; MULTI-STEP; NURSING CARE; NURSING CARE PLAN; NURSING EDUCATION; PREFIX-TREE STRUCTURE; SUPPORT AND CONFIDENCE; USER INTERACTION;

EID: 79952445361     PISSN: 17517575     EISSN: 17517583     Source Type: Journal    
DOI: 10.1080/17517575.2010.541287     Document Type: Article
Times cited : (233)

References (32)
  • 1
    • 13844254250 scopus 로고    scopus 로고
    • Incorporating contextual information in recommender systems using a multidimensional approach
    • Adomavicius, G., et al., 2005. Incorporating contextual information in recommender systems using a multidimensional approach. ACM Transactions on Information System, 23 (1), 103-145.
    • (2005) ACM Transactions on Information System , vol.23 , Issue.1 , pp. 103-145
    • Adomavicius, G.1
  • 2
    • 20844435854 scopus 로고    scopus 로고
    • Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions
    • Adomavicius, G. and Tuzhilin, A., 2005. Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE Transactions on Knowledge and Data Engineering, 17 (6), 734-749.
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.6 , pp. 734-749
    • Adomavicius, G.1    Tuzhilin, A.2
  • 3
    • 0031103679 scopus 로고    scopus 로고
    • Fab: Content-based, collaborative recommendation
    • Balabanović, M. and Shoham, Y., 1997. Fab: content-based, collaborative recommendation. Communication of ACM, 40 (3), 66-72.
    • (1997) Communication of ACM , vol.40 , Issue.3 , pp. 66-72
    • Balabanović, M.1    Shoham, Y.2
  • 4
    • 22544462520 scopus 로고    scopus 로고
    • The oncological nurse assistant: A web-based intelligent oncological nurse advisor
    • Bellika, J. and Hartvigsen, G., 2005. The oncological nurse assistant: a web-based intelligent oncological nurse advisor. International Journal of Medical Informatics, 74, 587-595.
    • (2005) International Journal of Medical Informatics , vol.74 , pp. 587-595
    • Bellika, J.1    Hartvigsen, G.2
  • 5
    • 0012646927 scopus 로고    scopus 로고
    • Adaptive interfaces for ubiquitous web access
    • Billsus, D., et al., 2002. Adaptive interfaces for ubiquitous web access. Communication of the ACM, 45 (5), 34-38.
    • (2002) Communication of the ACM , vol.45 , Issue.5 , pp. 34-38
    • Billsus, D.1
  • 8
    • 77951725176 scopus 로고    scopus 로고
    • A framework for investigation into extended enterprise resilience
    • Erol, O., Sauser, B., and Mansouri, M., 2010. A framework for investigation into extended enterprise resilience. Enterprise Information Systems, 4 (2), 111-136.
    • (2010) Enterprise Information Systems , vol.4 , Issue.2 , pp. 111-136
    • Erol, O.1    Sauser, B.2    Mansouri, M.3
  • 10
    • 0042626090 scopus 로고    scopus 로고
    • Formal nursing terminology systems: A means to an end
    • Hardiker, N., et al., 2002. Formal nursing terminology systems: a means to an end. Journal of Biomedical Informatics, 35, 298-305.
    • (2002) Journal of Biomedical Informatics , vol.35 , pp. 298-305
    • Hardiker, N.1
  • 11
    • 3042697346 scopus 로고    scopus 로고
    • Evaluating collaborative filtering recommender systems
    • Herlocker, J.L., et al., 2004. Evaluating collaborative filtering recommender systems. ACM Transactions on Information Systems, 22, 5-53.
    • (2004) ACM Transactions on Information Systems , vol.22 , pp. 5-53
    • Herlocker, J.L.1
  • 12
    • 0029181921 scopus 로고
    • Recommending and evaluating choices in a virtual community of use
    • In:, Denver, Colorado, United States. New York, NY: ACM Press/Addison-Wesley Publishing Co
    • Hill, W., et al., 1995. Recommending and evaluating choices in a virtual community of use. In: CHI '95: Proceedings of the SIGCHI conference on human factors in computing systems, Denver, Colorado, United States. New York, NY: ACM Press/Addison-Wesley Publishing Co., 194-201.
    • (1995) CHI '95: Proceedings of the SIGCHI conference on human factors in computing systems , pp. 194-201
    • Hill, W.1
  • 15
    • 39049191330 scopus 로고    scopus 로고
    • HANDS: A revitalized technology supported care planning method to improve nursing handoffs
    • In:, The Netherlands: IOS Press
    • Keenan, G.M., Yakel, E., and Marriott, D., 2006. HANDS: a revitalized technology supported care planning method to improve nursing handoffs. In: 9th international congress on nursing informatics, Seoul, South Korea, The Netherlands: IOS Press, 580-584.
    • (2006) 9th international congress on nursing informatics, Seoul, South Korea , pp. 580-584
    • Keenan, G.M.1    Yakel, E.2    Marriott, D.3
  • 16
    • 79151480970 scopus 로고    scopus 로고
    • Tutorial on recent progress in collaborative filtering
    • In:, Lausanne, Switzerland. New York, NY: ACM
    • Koren, Y., 2008. Tutorial on recent progress in collaborative filtering. In: RecSys '08: Proceedings of the 2008 ACM conference on recommender systems, Lausanne, Switzerland. New York, NY: ACM, 333-334.
    • (2008) RecSys '08: Proceedings of the 2008 ACM conference on recommender systems , pp. 333-334
    • Koren, Y.1
  • 17
    • 52949130221 scopus 로고    scopus 로고
    • Creation of environmental health information system for public health service: A pilot study
    • Li, L., et al., 2008. Creation of environmental health information system for public health service: a pilot study. Information Systems Frontiers, 10, 531-542.
    • (2008) Information Systems Frontiers , vol.10 , pp. 531-542
    • Li, L.1
  • 18
    • 0026353991 scopus 로고
    • An integrated information system for the intervention and prevention of AIDS
    • Li, L.X. and Xu, L.D., 1991. An integrated information system for the intervention and prevention of AIDS. International Journal of Bio-Medical Computing, 29 (3-4), 191-206.
    • (1991) International Journal of Bio-Medical Computing , vol.29 , Issue.3-4 , pp. 191-206
    • Li, L.X.1    Xu, L.D.2
  • 19
    • 0037252945 scopus 로고    scopus 로고
    • Amazon. com recommendations: Item-to-item collaborative filtering
    • Linden, G., Smith, B., and York, J., 2003. Amazon. com recommendations: item-to-item collaborative filtering. IEEE Internet Computing, 7 (1), 76-80.
    • (2003) IEEE Internet Computing , vol.7 , Issue.1 , pp. 76-80
    • Linden, G.1    Smith, B.2    York, J.3
  • 20
    • 34548020614 scopus 로고    scopus 로고
    • Flood decision support system on agent grid: Method and implementation
    • Luo, J., et al., 2007. Flood decision support system on agent grid: method and implementation. Enterprise Information System, 1, 49-68.
    • (2007) Enterprise Information System , vol.1 , pp. 49-68
    • Luo, J.1
  • 21
    • 78650760909 scopus 로고    scopus 로고
    • Integrated electronic medical record systems: Critical success factors for implementation
    • In:, HICSS '09. 42nd Hawaii international conference. Hawaii: IEEE CS Press
    • MacKinnon, W., and Wasserman, M., 2009. Integrated electronic medical record systems: critical success factors for implementation. In: System sciences, 2009. HICSS '09. 42nd Hawaii international conference. Hawaii: IEEE CS Press, 1-10.
    • (2009) System sciences, 2009 , pp. 1-10
    • McKinnon, W.1    Wasserman, M.2
  • 22
    • 84869147060 scopus 로고    scopus 로고
    • Being accurate is not enough: How accuracy metrics have hurt recommender systems
    • In:, Montréal, Québec, Canada. New York, NY: ACM
    • McNee, S.M., Riedl, J., and Konstan, J.A., 2006. Being accurate is not enough: how accuracy metrics have hurt recommender systems. In: CHI '06: CHI '06 extended abstracts on human factors in computing systems, Montréal, Québec, Canada. New York, NY: ACM, 1097-1101.
    • (2006) CHI '06: CHI '06 extended abstracts on human factors in computing systems , pp. 1097-1101
    • McNee, S.M.1    Riedl, J.2    Konstan, J.A.3
  • 23
    • 0038043803 scopus 로고    scopus 로고
    • MovieLens unplugged: Experiences with an occasionally connected recommender system
    • In:, Miami, Florida, USA. New York, NY: ACM
    • Miller, B.N., et al., 2003. MovieLens unplugged: experiences with an occasionally connected recommender system. In: IUI '03: Proceedings of the 8th international conference on intelligent user interfaces, Miami, Florida, USA. New York, NY: ACM, 263-266.
    • (2003) IUI '03: Proceedings of the 8th international conference on intelligent user interfaces , pp. 263-266
    • Miller, B.N.1
  • 27
    • 85030174634 scopus 로고
    • GroupLens: An open architecture for collaborative filtering of netnews
    • In:, Chapel Hill, NC: ACM Press
    • Resnick, P., et al., 1994. GroupLens: an open architecture for collaborative filtering of netnews. In: Proceedings of ACM 1994 conference on computer supported cooperative work. Chapel Hill, NC: ACM Press, 175-186.
    • (1994) Proceedings of ACM 1994 conference on computer supported cooperative work , pp. 175-186
    • Resnick, P.1
  • 28
    • 0021878039 scopus 로고
    • An expert system for nursing practice
    • Ryan, S.A., 1985. An expert system for nursing practice. Journal of Medical Systems, 9 (1-2), 29-41.
    • (1985) Journal of Medical Systems , vol.9 , Issue.1-2 , pp. 29-41
    • Ryan, S.A.1
  • 29
    • 0029179043 scopus 로고
    • Social information filtering: Algorithms for automating 'word of mouth'
    • In: Irvin R. Katz, R. Mack, L. Marks, M.B. Rosson and J. Nielsen, eds, New York, NY: ACM Press/Addison-Wesley Publishing Co
    • Shardan, U. and Maes, P., 1995. Social information filtering: algorithms for automating 'word of mouth'. In: Irvin R. Katz, R. Mack, L. Marks, M.B. Rosson and J. Nielsen, eds. Proceedings of the SIGCHI conference on human factors in computing systems (CHI '95). New York, NY: ACM Press/Addison-Wesley Publishing Co., 210-217.
    • (1995) Proceedings of the SIGCHI conference on human factors in computing systems (CHI '95) , pp. 210-217
    • Shardan, U.1    Maes, P.2
  • 30
    • 77951701620 scopus 로고    scopus 로고
    • Measurement of resilience and its application to enterprise information systems
    • Wang, J.W., Gao, F., and Ip, W.H., 2010. Measurement of resilience and its application to enterprise information systems. Enterprise Information System, 4, 215-223.
    • (2010) Enterprise Information System , vol.4 , pp. 215-223
    • Wang, J.W.1    Gao, F.2    Ip, W.H.3
  • 31
    • 0028484530 scopus 로고
    • A decision support system for AIDS intervention and prevention
    • Xu, L.D., 1994. A decision support system for AIDS intervention and prevention. International Journal of Bio-Medical Computing, 36 (4), 281-291.
    • (1994) International Journal of Bio-Medical Computing , vol.36 , Issue.4 , pp. 281-291
    • Xu, L.D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.