Proposta de métricas de avaliação da qualidade da informação médica para Sistemas de Recomendação baseados no perfil do usuário

The Web is an important source for people who are seeking healthcare information. However, it is open to numerous kinds of publishers and information providers, so the quality of health information published on the Web is highly variant and highly dynamic. A typical healthcare information user may lack sufficient knowledge and training to evaluate the validity and quality of the content of a Web page. In this paper we will explore 1 Instituto de Informatica, UFRGS, Caixa Postal 9999 {lwcsilva,palazzo@inf.ufrgs.br} Proposta de metricas de avaliacao da qualidade da informacao medica para Sistemas de Recomendacao baseados no perfil do usuario 24 CI • Volume 5 • Numero 1 • 2010 the development of a Recommender System that focus on the user profile and information quality.

[1]  Philip S. Yu,et al.  Horting hatches an egg: a new graph-theoretic approach to collaborative filtering , 1999, KDD '99.

[2]  Giovanna Castellano,et al.  Similarity-Based Fuzzy Clustering for User Profiling , 2007, 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops.

[3]  Stuart Edward Middleton,et al.  Capturing knowledge of user preferences with recommender systems , 2003 .

[4]  Alexander Pretschner,et al.  Ontology-Based User Profiles for Personalized Search , 2007, Ontologies.

[5]  Joseph A. Konstan,et al.  Introduction to recommender systems: Algorithms and Evaluation , 2004, TOIS.

[6]  Sophie Ahrens,et al.  Recommender Systems , 2012 .

[7]  Paul Resnick,et al.  Reputation systems , 2000, CACM.

[8]  Edward A. Fox,et al.  Recommender Systems Research: A Connection-Centric Survey , 2004, Journal of Intelligent Information Systems.

[9]  G Eysenbach,et al.  Information in practice Towards quality management of medical information on the internet : evaluation , labelling , and filtering of information , 1998 .

[10]  Mark Claypool,et al.  Implicit interest indicators , 2001, IUI '01.

[11]  Barry Smyth,et al.  Trust in recommender systems , 2005, IUI.

[12]  James G. Anderson.  Consumers of e-Health , 2004 .

[13]  C. Frith.  Social cognition , 2008, Philosophical Transactions of the Royal Society B: Biological Sciences.

[14]  Susan Gauch,et al.  Exploiting hierarchical relationships in conceptual search , 2004, CIKM '04.

[15]  Bamshad Mobasher,et al.  Learning Ontology-Based User Profiles: A Semantic Approach to Personalized Web Search , 2007, IEEE Intell. Informatics Bull..

[16]  Harvey F. Silver,et al.  Learning Styles and Strategies , 1996 .

[17]  Ana Marilza Pernas Fleischmann,et al.  Relato sobre o Desenvolvimento de Modelos para Obtenção Automática do Conteúdo de Sites sobre Saúde , 2010 .

[18]  José Palazzo Moreira de Oliveira,et al.  Relato e Considerações sobre o Desenvolvimento de uma Ontologia para Avaliação de Sites da Área de Saúde , 2010 .

[19]  Ahmad Risk,et al.  Review Of Internet Health Information Quality Initiatives , 2001, Journal of medical Internet research.

[20]  Corrado Mencar,et al.  Modeling User Preferences through Adaptive Fuzzy Profiles , 2009, 2009 Ninth International Conference on Intelligent Systems Design and Applications.

[21]  Rosa Maria Vicari,et al.  Towards an Adaptive Web Training Environment Based on Cognitive Style of Learning: An Empirical Approach , 2002, AH.

[22]  Yunli Wang,et al.  Automatic detecting indicators for quality of health information on the Web , 2007, Int. J. Medical Informatics.

[23]  Georg Lausen,et al.  Automatic computation of semantic proximity using taxonomic knowledge , 2006, CIKM '06.

[24]  Josep Lluís de la Rosa i Esteva,et al.  A Taxonomy of Recommender Agents on the Internet , 2003, Artificial Intelligence Review.

[25]  Christian Köhler,et al.  How do consumers search for and appraise health information on the world wide web? Qualitative study using focus groups, usability tests, and in-depth interviews , 2002, BMJ : British Medical Journal.

[26]  Thomas Hofmann,et al.  Latent semantic models for collaborative filtering , 2004, TOIS.

[27]  Vera Helena Gomes Wielewicki.  A pesquisa etnográfica como construção discursiva , 2008 .