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Articles

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

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Pages 169-181 | Received 15 Nov 2009, Accepted 15 Nov 2010, Published online: 20 Jan 2011

References

  • Adomavicius , G. 2005 . Incorporating contextual information in recommender systems using a multidimensional approach . ACM Transactions on Information System , 23 (1), ) : 103 – 145 .
  • 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 .
  • Balabanović , M. and Shoham , Y. 1997 . Fab: content-based, collaborative recommendation . Communication of ACM , 40 (3) : 66 – 72 .
  • 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 .
  • Billsus , D. 2002 . Adaptive interfaces for ubiquitous web access . Communication of the ACM , 45 (5) : , 34 – 38 .
  • Borgelt , C. Efficient implementations of a priori and eclat. Proceedings of IEEE ICDM the workshop on frequent item set mining implementations, Melbourne, FL. 90–96 .
  • Dochterman , J. J. and Bulechek , G. G. 2003 . Nursing interventions classification St. Louis, MO Mosby
  • Erol , O. , Sauser , B. and Mansouri , M. 2010 . A framework for investigation into extended enterprise resilience . Enterprise Information Systems , 4 (2) : 111 – 136 .
  • Han , J. 2005 . Data mining: concepts and techniques San Francisco, CA: Morgan Kaufmann Publishers Inc.
  • Hardiker , N. , 2002 . Formal nursing terminology systems: a means to an end . Journal of Biomedical Informatics , 35 : 298 – 305 .
  • Herlocker , J. J. 2004 . Evaluating collaborative filtering recommender systems . ACM Transactions on Information Systems , 22 : 5 – 53 .
  • Hill , W. Recommending and evaluating choices in a virtual community of use. CHI '95: Proceedings of the SIGCHI conference on human factors in computing systems . pp. 194 – 201 . Denver, Colorado, United States, New York, NY : ACM Press/Addison-Wesley Publishing Co. .
  • Iglesias , A. , Martnez , P. and Fernndez , O. 2003 . Err is human: building a safer health system 223 – 240 . Vol. 5. Athena. National Academy Press; 2000
  • Kakousis , K. , Paspallis , N. and Papadopoulos , G. 2010 . A survey of software adaptation in mobile and ubiquitous computing . Journal of Enterprise Information Systems , 4 (4), ) : 355 – 389 .
  • Keenan , G. G. , Yakel , E. and Marriott , D. HANDS: a revitalized technology supported care planning method to improve nursing handoffs. 9th international congress on nursing informatics, Seoul, South Korea . pp. 580 – 584 . The Netherlands: IOS Press .
  • Koren , Y. Tutorial on recent progress in collaborative filtering. RecSys '08: Proceedings of the 2008 ACM conference on recommender systems . pp. 333 – 334 . Lausanne, Switzerland. New York, NY: ACM
  • Li , L. 2008 . Creation of environmental health information system for public health service: a pilot study . Information Systems Frontiers , 10 : 531 – 542 .
  • Li , L. L. and Xu , L. L. 1991 . An integrated information system for the intervention and prevention of AIDS . International Journal of Bio-Medical Computing , 29 (3–4), ) : 191 – 206 .
  • Linden , G. , Smith , B. and York , J. 2003 . Amazon.com recommendations: item-to-item collaborative filtering . IEEE Internet Computing , 7 (1), ) : 76 – 80 .
  • Luo , J. 2007 . Flood decision support system on agent grid: method and implementation . Enterprise Information System , 1 : 49 – 68 .
  • MacKinnon , W. and Wasserman , M. Integrated electronic medical record systems: critical success factors for implementation. System sciences, 2009. HICSS '09. 42nd Hawaii international conference. Hawaii: IEEE CS Press . pp. 1 – 10 .
  • McNee , S. S. , Riedl , J. and Konstan , J. J. Being accurate is not enough: how accuracy metrics have hurt recommender systems. CHI '06: CHI '06 extended abstracts on human factors in computing systems . pp. 1097 – 1101 . New York, NY : ACM . Montréal, Québec, Canada
  • Miller , B. B. MovieLens unplugged: experiences with an occasionally connected recommender system. IUI '03: Proceedings of the 8th international conference on intelligent user interfaces, Miami, Florida, USA . pp. 263 – 266 . New York, NY : ACM .
  • Moorhead , S. 2005 . Nursing outcomes classification St. Louis, MO, Mosby
  • Nanda . 2005 . Nanda nursing diagnoses: definitions and classification , Philadelphia, PA : Nusercom Inc. .
  • Puustjarvi , J. and Puustjarvi , L. Developing interoperable semantic e-health tools for social networks. Proceedings 6th international conference on web information systems and technologies . pp. 305 – 312 . Valencia, , Spain, Setubal, Portugal : INSTICC Press .
  • Resnick , P. 1994 . GroupLens: an open architecture for collaborative filtering of netnews. In: Proceedings of ACM 1994 conference on computer supported cooperative work , 175 – 186 . Chapel Hill, NC: ACM Press .
  • Ryan , S. S. 1985 . An expert system for nursing practice . Journal of Medical Systems , 9 (1–2) : 29 – 41 .
  • Shardan , U. and Maes , P. Social information filtering: algorithms for automating ‘word of mouth’. 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 .
  • Wang , J. J. , Gao , F. and Ip , W. W. 2010 . Measurement of resilience and its application to enterprise information systems . Enterprise Information System , 4 : 215 – 223 .
  • Xu , L. L. 1994 . A decision support system for AIDS intervention and prevention . International Journal of Bio-Medical Computing , 36 (4), ) : 281 – 291 .
  • Yoo , S. S. , Choe , J. and Kim , D. D. Agent based architecture for secure access from multiple hospitals. Proceedings of the Seventh IEEE/ACIS international conference on computer and information science (ICIS 2008) . pp. 255 – 258 . Washington, DC, USA : IEEE Computer Society .

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