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Volumn 43, Issue 5, 2010, Pages 725-735

Semantic Space models for classification of consumer webpages on metadata attributes

Author keywords

Breast cancer; Consumer health information; Internet; Metadata; Natural language processing

Indexed keywords

BREAST CANCER; CLASSIFICATION ACCURACY; CONSUMER HEALTH INFORMATION; DECISION FOREST; HEALTHCARE RESOURCES; HYPERSPACE ANALOGUE TO LANGUAGES; INFORMATION RESOURCE; MACHINE LEARNING METHODS; NATURAL LANGUAGE PROCESSING; RELEVANCE CRITERIA; SEMANTIC SPACE; SIMILARITY MEASURE; USE PATTERNS; WEB PAGE; WEB PORTAL;

EID: 77956263125     PISSN: 15320464     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jbi.2010.06.005     Document Type: Article
Times cited : (16)

References (37)
  • 1
    • 77956264162 scopus 로고    scopus 로고
    • Finding answers online in sickness and in health. Pew Internet and American Life Project, <>; [accessed 26.01.2010]
    • Madden M, Fox S. Finding answers online in sickness and in health. Pew Internet and American Life Project, <>; 2006 [accessed 26.01.2010]. http://wwwpewinternetorg/pdfs/PIP_Health_Decisions_2006pdf.
    • (2006)
    • Madden, M.1    Fox, S.2
  • 2
    • 0034709749 scopus 로고    scopus 로고
    • Consumer health informatics. Br Med J 2000/06/23 ed2000
    • Eysenbach G. Consumer health informatics. Br Med J 2000/06/23 ed2000. p. 1713-6.
    • Eysenbach, G.1
  • 3
    • 27544492335 scopus 로고    scopus 로고
    • Evaluating the quality of health web sites: developing a validation method and rating instrument. Proceedings of the 38th annual Hawaii international conference on system sciences (HICSS'05) - Track 6, IEEE Computer Society
    • Bomba D. Evaluating the quality of health web sites: developing a validation method and rating instrument. Proceedings of the 38th annual Hawaii international conference on system sciences (HICSS'05) - Track 6, vol. 06. IEEE Computer Society; 2005. p. 139.1.
    • (2005) , vol.6
    • Bomba, D.1
  • 4
    • 45349096169 scopus 로고    scopus 로고
    • Predictors of cancer information overload: findings from a national survey
    • Kim K., Lustria M., Burke D., Kwon N. Predictors of cancer information overload: findings from a national survey. Inf. Res. 2007, 12(4):12-14.
    • (2007) Inf. Res. , vol.12 , Issue.4 , pp. 12-14
    • Kim, K.1    Lustria, M.2    Burke, D.3    Kwon, N.4
  • 5
    • 0037157120 scopus 로고    scopus 로고
    • Empirical studies assessing the quality of health information for consumers on the world wide web a systematic review
    • Eysenbach G., Powell J., Kuss O., Sa E. Empirical studies assessing the quality of health information for consumers on the world wide web a systematic review. JAMA: Am Med Assoc 2002, 2691-2700.
    • (2002) JAMA: Am Med Assoc , pp. 2691-2700
    • Eysenbach, G.1    Powell, J.2    Kuss, O.3    Sa, E.4
  • 6
    • 33645827812 scopus 로고    scopus 로고
    • Second-order peer review of the medical literature for clinical practitioners
    • Haynes R., Cotoi C., Holland J., Walters L., Wilczynski N., Jedraszewski D., et al. Second-order peer review of the medical literature for clinical practitioners. JAMA 2006, 295(15):1801-1808.
    • (2006) JAMA , vol.295 , Issue.15 , pp. 1801-1808
    • Haynes, R.1    Cotoi, C.2    Holland, J.3    Walters, L.4    Wilczynski, N.5    Jedraszewski, D.6
  • 7
    • 77956264078 scopus 로고    scopus 로고
    • Intelligent Portals for Supporting Medical. Web portals: the new gateways to Internet information and services: IGI Global
    • Moon J, Burstein F. Intelligent Portals for Supporting Medical. Web portals: the new gateways to Internet information and services: IGI Global; 2005. p. 270-20.
    • (2005) , pp. 270-20
    • Moon, J.1    Burstein, F.2
  • 8
    • 77956264992 scopus 로고    scopus 로고
    • Portals or filters? Identifying quality on the Internet
    • Facet, London, A. Cox (Ed.)
    • Madden A.D. Portals or filters? Identifying quality on the Internet. Portals: people, processes and technology 2006, Facet, London. A. Cox (Ed.).
    • (2006) Portals: people, processes and technology
    • Madden, A.D.1
  • 9
    • 27544470064 scopus 로고    scopus 로고
    • User centred quality health information provision: benefits and challenges. Proceedings of the Proceedings of the 38th annual Hawaii international conference on system sciences (HICSS'05) - Track 6, IEEE Computer Society
    • Burstein F, Fisher J, McKemmish S, Manaszewicz R, Malhotra P. User centred quality health information provision: benefits and challenges. Proceedings of the Proceedings of the 38th annual Hawaii international conference on system sciences (HICSS'05) - Track 6, vol. 06. IEEE Computer Society; 2005. p. 138.3.
    • (2005) , vol.6
    • Burstein, F.1    Fisher, J.2    McKemmish, S.3    Manaszewicz, R.4    Malhotra, P.5
  • 10
    • 84925756922 scopus 로고    scopus 로고
    • Next generation tools and services: supporting dynamic knowledge spaces. In: Kapitzke C, Bruce BC, editors. Libr@ ries: changing information space and practice: Lawrence Erlbaum Associates Inc.
    • Hunter J. Next generation tools and services: supporting dynamic knowledge spaces. In: Kapitzke C, Bruce BC, editors. Libr@ ries: changing information space and practice: Lawrence Erlbaum Associates Inc.; 2006. p. 91-122.
    • (2006) , pp. 91-122
    • Hunter, J.1
  • 11
    • 84889310870 scopus 로고    scopus 로고
    • Explorations in context space. Words, sentences, discourse
    • Burgess C., Livesay K., Lund K. Explorations in context space. Words, sentences, discourse. Discourse Process 1998, 211-247.
    • (1998) Discourse Process , pp. 211-247
    • Burgess, C.1    Livesay, K.2    Lund, K.3
  • 12
    • 61949432274 scopus 로고    scopus 로고
    • Empirical distributional semantics: methods and biomedical applications
    • Cohen T., Widdows D. Empirical distributional semantics: methods and biomedical applications. J Biomed Inform 2009, 42(2):390-405.
    • (2009) J Biomed Inform , vol.42 , Issue.2 , pp. 390-405
    • Cohen, T.1    Widdows, D.2
  • 13
    • 85006332590 scopus 로고    scopus 로고
    • Semantic vectors: a scalable open source package and online technology management application. Sixth international conference on language resources and evaluation (LREC 2008)
    • Widdows D, Ferraro K, Semantic vectors: a scalable open source package and online technology management application. Sixth international conference on language resources and evaluation (LREC 2008); 2008.
    • (2008)
    • Widdows, D.1    Ferraro, K.2
  • 14
    • 79953771538 scopus 로고    scopus 로고
    • Predication-based semantic indexing: permutations as a means to encode predications in semantic space. Proc AMIA annual symposium; 2009. American Medical Informatics Association
    • Cohen T, Schvaneveldt R, Rindflesch T, Predication-based semantic indexing: permutations as a means to encode predications in semantic space. Proc AMIA annual symposium; 2009. American Medical Informatics Association.
    • Cohen, T.1    Schvaneveldt, R.2    Rindflesch, T.3
  • 15
    • 77956266016 scopus 로고    scopus 로고
    • Representing abstract words and emotional connotation in a high-dimensional memory space. Cognitive science proceedings, LEA: Lawrence Erlbaum Associates; [accessed 26.01.2010].
    • Burgess C, Lund K. Representing abstract words and emotional connotation in a high-dimensional memory space. Cognitive science proceedings, LEA: Lawrence Erlbaum Associates; p. 61-6, 1997 [accessed 26.01.2010]. http://halucredu/pdfs/Burgess_Lund(1997b)pdf.
    • (1997) , pp. 61-6
    • Burgess, C.1    Lund, K.2
  • 16
    • 0002714543 scopus 로고    scopus 로고
    • Making large-scale SVM learning practical
    • The MIT Press, Cambridge, MA, B. Scholkopf, C. Burges, A. Smola (Eds.)
    • Joachims T. Making large-scale SVM learning practical. Advances in kernel methods - support vector learning 1999, 169-184. The MIT Press, Cambridge, MA. B. Scholkopf, C. Burges, A. Smola (Eds.).
    • (1999) Advances in kernel methods - support vector learning , pp. 169-184
    • Joachims, T.1
  • 17
    • 77956262070 scopus 로고    scopus 로고
    • An introduction to latent semantic analysis. Discourse Process: ABLEX Publishing Co.
    • Landauer T, Foltz P, Laham D. An introduction to latent semantic analysis. Discourse Process: ABLEX Publishing Co.; 1998. p. 259-284.
    • (1998) , pp. 259-284
    • Landauer, T.1    Foltz, P.2    Laham, D.3
  • 18
    • 78650046904 scopus 로고    scopus 로고
    • An improved method for deriving word meaning from lexical co-occurrence
    • Rohde D, Gonnerman L, Plaut D. An improved method for deriving word meaning from lexical co-occurrence. Cogn Sci; 2004.
    • (2004) Cogn Sci
    • Rohde, D.1    Gonnerman, L.2    Plaut, D.3
  • 19
    • 33749020142 scopus 로고    scopus 로고
    • Projecting computational sense of self: a study of transition in a chronic illness online community. Proceedings of the 39th Hawii international conference on system sciences (HICSS-39)
    • McArthur R, Bruza P, Warren J, Kralik D, Projecting computational sense of self: a study of transition in a chronic illness online community. Proceedings of the 39th Hawii international conference on system sciences (HICSS-39); 2006.
    • (2006)
    • McArthur, R.1    Bruza, P.2    Warren, J.3    Kralik, D.4
  • 20
    • 61949436167 scopus 로고    scopus 로고
    • Automatically generated consumer health metadata using semantic spaces. Proceedings of the second Australasian workshop on Health data and knowledge management, Wollongong, NSW, Australia: Australian Computer Society, Inc.
    • Chen G, Warren J, Evans J. Automatically generated consumer health metadata using semantic spaces. Proceedings of the second Australasian workshop on Health data and knowledge management, vol. 80. Wollongong, NSW, Australia: Australian Computer Society, Inc.; 2008. p. 9-15.
    • (2008) , vol.80 , pp. 9-15
    • Chen, G.1    Warren, J.2    Evans, J.3
  • 21
    • 77956267475 scopus 로고    scopus 로고
    • 'Qualities' not 'Quality' - text analysis methods to classify consumer health websites
    • Chen G., Warren J., Evans J. 'Qualities' not 'Quality' - text analysis methods to classify consumer health websites. Electron J Health Inform 2009, 4(1):e5.
    • (2009) Electron J Health Inform , vol.4 , Issue.1
    • Chen, G.1    Warren, J.2    Evans, J.3
  • 22
    • 17644390231 scopus 로고    scopus 로고
    • An analysis of the relative hardness of Reuters-21578 subsets. Journal of the american society for information science and technology. Wiley Subscription Services, Inc., A Wiley Company Hoboken
    • Debole F, Sebastiani F. An analysis of the relative hardness of Reuters-21578 subsets. Journal of the american society for information science and technology. Wiley Subscription Services, Inc., A Wiley Company Hoboken; 2005. p. 584-13.
    • (2005) , pp. 584-13
    • Debole, F.1    Sebastiani, F.2
  • 23
    • 34748842191 scopus 로고    scopus 로고
    • Understanding individual experiences of chronic illness with semantic space models of electronic discussions. Proceedings of the twentieth IEEE international symposium on computer-based medical systems. IEEE Computer Society
    • Chen G, Warren J, McArthur R, Bruza P, Kralik D, Price K. Understanding individual experiences of chronic illness with semantic space models of electronic discussions. Proceedings of the twentieth IEEE international symposium on computer-based medical systems. IEEE Computer Society; 2007. p. 548-6.
    • (2007) , pp. 548-6
    • Chen, G.1    Warren, J.2    McArthur, R.3    Bruza, P.4    Kralik, D.5    Price, K.6
  • 24
    • 0036997082 scopus 로고    scopus 로고
    • A decision-tree-based symbolic rule induction system for text categorization-References
    • Johnson D, Oles F, Zhang T, Goetz T. A decision-tree-based symbolic rule induction system for text categorization-References. IBM Syst J 2002.
    • (2002) IBM Syst J
    • Johnson, D.1    Oles, F.2    Zhang, T.3    Goetz, T.4
  • 25
    • 77956262852 scopus 로고    scopus 로고
    • Using bag-of-concepts to improve the performance of support vector machines in text categorization. Proceedings of the 20th international conference on computational linguistics (COLING 2004); Association for Computational Linguistics
    • Sahlgren M, Cöster R. Using bag-of-concepts to improve the performance of support vector machines in text categorization. Proceedings of the 20th international conference on computational linguistics (COLING 2004); 2004. Association for Computational Linguistics.
    • (2004)
    • Sahlgren, M.1    Cöster, R.2
  • 27
    • 80053225881 scopus 로고    scopus 로고
    • Fast sparse Gaussian process methods: the informative vector machine. Advances in neural information processing systems: Citeseer
    • Lawrence N, Seeger M, Herbrich R. Fast sparse Gaussian process methods: the informative vector machine. Advances in neural information processing systems: Citeseer; 2003. p. 625-8.
    • (2003) , pp. 625-8
    • Lawrence, N.1    Seeger, M.2    Herbrich, R.3
  • 28
    • 70349445262 scopus 로고    scopus 로고
    • Current issues in biomedical text mining and natural language processing
    • Chapman W.W., Cohen K.B. Current issues in biomedical text mining and natural language processing. J Biomed Inform 2009, 42(5):757-759.
    • (2009) J Biomed Inform , vol.42 , Issue.5 , pp. 757-759
    • Chapman, W.W.1    Cohen, K.B.2
  • 29
    • 77956267397 scopus 로고    scopus 로고
    • An interactive and user-centered computer system to predict physician's disease judgments in discharge summaries
    • Deshazo JP, Turner AM. An interactive and user-centered computer system to predict physician's disease judgments in discharge summaries. J Biomed Inform; 2009 Sep 3.
    • (2009) J Biomed Inform
    • Deshazo, J.P.1    Turner, A.M.2
  • 30
    • 39749180286 scopus 로고    scopus 로고
    • Automatic web page categorization using principal component analysis. 40th Hawaii international conference on system sciences; IEEE
    • Zhang R, Shepherd M, Duffy J, Watters C, Automatic web page categorization using principal component analysis. 40th Hawaii international conference on system sciences; 2007. IEEE.
    • (2007)
    • Zhang, R.1    Shepherd, M.2    Duffy, J.3    Watters, C.4
  • 31
    • 23144437001 scopus 로고    scopus 로고
    • Automatic categorization of web pages and user clustering with mixtures of hidden Markov models. Lecture Notes in Artificial Intelligence 2703: Springer;
    • Ypma A, Heskes T. Automatic categorization of web pages and user clustering with mixtures of hidden Markov models. Lecture Notes in Artificial Intelligence 2703: Springer; 2003. p. 35-49.
    • (2003) , pp. 35-49
    • Ypma, A.1    Heskes, T.2
  • 32
    • 77956266457 scopus 로고    scopus 로고
    • Automatic Web page categorization by link and context analysis. Proceedings of THAI'99; Varese, Italy
    • Attardi G, Gullì A, Sebastiani F. Automatic Web page categorization by link and context analysis. Proceedings of THAI'99; 1999; Varese, Italy.
    • (1999)
    • Attardi, G.1    Gullì, A.2    Sebastiani, F.3
  • 33
    • 77956266348 scopus 로고    scopus 로고
    • Automatic categorization of web sites based on source types. HT '04; Santa Cruz, CA: ACM
    • Roy S, Joshi S, Krishnapuram R. Automatic categorization of web sites based on source types. HT '04; 2004; Santa Cruz, CA: ACM.
    • (2004)
    • Roy, S.1    Joshi, S.2    Krishnapuram, R.3
  • 34
    • 77956263903 scopus 로고    scopus 로고
    • Experiments on automatic web page categorization for IR system: Stanford University
    • Mase H. Experiments on automatic web page categorization for IR system: Stanford University; 1998.
    • (1998)
    • Mase, H.1
  • 35
    • 77956266922 scopus 로고    scopus 로고
    • Permutations as a means to encode order in word space. Proc 30th annual meeting of the cognitive science society (CogSci'08); July 23-26, Washington DC: Citeseer.
    • Sahlgren M, Holst A, Kanerva P. Permutations as a means to encode order in word space. Proc 30th annual meeting of the cognitive science society (CogSci'08); July 23-26, 2008; Washington DC: Citeseer.
    • (2008)
    • Sahlgren, M.1    Holst, A.2    Kanerva, P.3
  • 37
    • 33750368009 scopus 로고    scopus 로고
    • Naive bayes for text classification with unbalanced classes. Lecture Notes in Computer Science: Springer
    • Frank E, Bouckaert R. Naive bayes for text classification with unbalanced classes. Lecture Notes in Computer Science: Springer; 2006. p. 503.
    • (2006) , pp. 503
    • Frank, E.1    Bouckaert, R.2


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