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Volumn 44, Issue 2, 2011, Pages 299-309

Use of Medical Subject Headings (MeSH) in Portuguese for categorizing web-based healthcare content

Author keywords

Consumer health information; Indexing; Information storage and retrieval; Internet; Medical Subject Headings

Indexed keywords

AREA UNDER THE ROC CURVE; AUTOMATED CLASSIFIERS; CONSUMER HEALTH INFORMATION; CONTENT-BASED; INDEXING; INFORMATION STORAGE AND RETRIEVAL; INTERNET USERS; LAY PUBLIC; MEDICAL SUBJECT HEADINGS; NAIVE BAYES; PATTERN CLASSIFICATION; SPECIALIZED TOOLS; TEXT CLASSIFICATION; VECTOR METHOD; VECTOR PATTERNS; WEB PAGE;

EID: 79952751561     PISSN: 15320464     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jbi.2010.12.002     Document Type: Article
Times cited : (6)

References (64)
  • 1
    • 79952742135 scopus 로고    scopus 로고
    • WorldWideWebSize.com. The size of the World Wide Web. [cited 02.03.10].
    • WorldWideWebSize.com. The size of the World Wide Web. [cited 02.03.10]. http://www.worldwidewebsize.com/.
  • 3
    • 77952412681 scopus 로고    scopus 로고
    • How do users evaluate the credibility of Web sites? A study with over 2500 participants. In: Proceedings of the 2003 conference on designing for user experiences. San Francisco (CA): ACM
    • Fogg BJ, Soohoo C, Danielson DR, Marable L, Stanford J, Tauber ER. How do users evaluate the credibility of Web sites? A study with over 2500 participants. In: Proceedings of the 2003 conference on designing for user experiences. San Francisco (CA): ACM; 2003. p. 1-15.
    • (2003) , pp. 1-15
    • Fogg, B.J.1    Soohoo, C.2    Danielson, D.R.3    Marable, L.4    Stanford, J.5    Tauber, E.R.6
  • 4
    • 79952768758 scopus 로고    scopus 로고
    • Brazilian Internet Steering Committee. Survey on the use of Information and Communication Technologies in Brazil; <> [cited 04.03.10].
    • Brazilian Internet Steering Committee. Survey on the use of Information and Communication Technologies in Brazil; 2008. [cited 04.03.10]. http://www.cetic.br/tic/2008/index.htm.
    • (2008)
  • 5
    • 79952743063 scopus 로고    scopus 로고
    • Pew Internet and American Life Project. The online health care revolution: how the Web helps Americans take better care of themselves. [cited 04.03.10].
    • Pew Internet and American Life Project. The online health care revolution: how the Web helps Americans take better care of themselves. [cited 04.03.10]. http://www.pewinternet.org.
  • 6
    • 70349448626 scopus 로고    scopus 로고
    • Use of and satisfaction with sources of health information among older internet users and nonusers
    • Taha J., Sharit J., Czaja S. Use of and satisfaction with sources of health information among older internet users and nonusers. The Gerontologist 2009, 49(5):663-673.
    • (2009) The Gerontologist , vol.49 , Issue.5 , pp. 663-673
    • Taha, J.1    Sharit, J.2    Czaja, S.3
  • 7
    • 75149180454 scopus 로고    scopus 로고
    • Cyberchondria: studies of the escalation of medical concerns in web search
    • White R.W., Horvitz E. Cyberchondria: studies of the escalation of medical concerns in web search. ACM Trans Inform Syst (TOIS) 2009, 27(4):1-37.
    • (2009) ACM Trans Inform Syst (TOIS) , vol.27 , Issue.4 , pp. 1-37
    • White, R.W.1    Horvitz, E.2
  • 8
    • 45849125440 scopus 로고    scopus 로고
    • Consumer health information seeking as hypothesis testing
    • Keselman A., Browne A.C., Kaufman D.R. Consumer health information seeking as hypothesis testing. J Am Med Inform Assoc 2008, 15(4):484-495.
    • (2008) J Am Med Inform Assoc , vol.15 , Issue.4 , pp. 484-495
    • Keselman, A.1    Browne, A.C.2    Kaufman, D.R.3
  • 9
    • 33845453844 scopus 로고    scopus 로고
    • Googling for a diagnosis - use of Google as a diagnostic aid: internet based study
    • Tang H., Ng J.H. Googling for a diagnosis - use of Google as a diagnostic aid: internet based study. Br Med J 2006, 333(7579):1143.
    • (2006) Br Med J , vol.333 , Issue.7579 , pp. 1143
    • Tang, H.1    Ng, J.H.2
  • 10
    • 29544446047 scopus 로고    scopus 로고
    • How Google is changing medicine
    • Giustini D. How Google is changing medicine. Br Med J 2005, 331(7531):1487.
    • (2005) Br Med J , vol.331 , Issue.7531 , pp. 1487
    • Giustini, D.1
  • 11
    • 34748880573 scopus 로고    scopus 로고
    • Are Google or Yahoo a good portal for getting quality healthcare Web information?
    • Chang P., Hou I.C., Hsu C.L., Lai H.F. Are Google or Yahoo a good portal for getting quality healthcare Web information?. AMIA Annu Symp Proc 2006, 878.
    • (2006) AMIA Annu Symp Proc , pp. 878
    • Chang, P.1    Hou, I.C.2    Hsu, C.L.3    Lai, H.F.4
  • 12
    • 33644839265 scopus 로고    scopus 로고
    • The zeitgeist of online health search: implications for a consumer-centric health system
    • Lorence D.P., Greenberg L. The zeitgeist of online health search: implications for a consumer-centric health system. J Gen Intern Med 2006, 21(2):134.
    • (2006) J Gen Intern Med , vol.21 , Issue.2 , pp. 134
    • Lorence, D.P.1    Greenberg, L.2
  • 13
    • 40449129567 scopus 로고    scopus 로고
    • Do gynaecology outpatients use the Internet to seek health information? A questionnaire survey
    • 4
    • Neelapala P., Duvvi S.K., Kumar G., Kumar B.N. Do gynaecology outpatients use the Internet to seek health information? A questionnaire survey. J Evaluat Clin Practice 2008, 14(2):300-304. 4.
    • (2008) J Evaluat Clin Practice , vol.14 , Issue.2 , pp. 300-304
    • Neelapala, P.1    Duvvi, S.K.2    Kumar, G.3    Kumar, B.N.4
  • 15
    • 39749114465 scopus 로고    scopus 로고
    • The risk of using the Internet as reference resource: a comparative study
    • Falagas M.E., Karveli E.A., Tritsaroli V.I. The risk of using the Internet as reference resource: a comparative study. Int J Med Inform 2008, 77(4):280-286.
    • (2008) Int J Med Inform , vol.77 , Issue.4 , pp. 280-286
    • Falagas, M.E.1    Karveli, E.A.2    Tritsaroli, V.I.3
  • 16
    • 77954656658 scopus 로고    scopus 로고
    • et al. Brazilian health-related content web search portal: presentation on a method for its development and preliminary results. In: HEALTHINF 2009 - International conference on health informatics, Porto, Portugal
    • Mancini F, Falcão AE, Hummel AD, Costa T, Silva F, Teixeira F, et al. Brazilian health-related content web search portal: presentation on a method for its development and preliminary results. In: HEALTHINF 2009 - International conference on health informatics, Porto, Portugal; 2009.
    • (2009)
    • Mancini, F.1    Falcão, A.E.2    Hummel, A.D.3    Costa, T.4    Silva, F.5    Teixeira, F.6
  • 19
    • 61949425675 scopus 로고    scopus 로고
    • Web page classification: features and algorithms
    • Qi X., Davison B.D. Web page classification: features and algorithms. ACM Comput Surv 2009, 41(2).
    • (2009) ACM Comput Surv , vol.41 , Issue.2
    • Qi, X.1    Davison, B.D.2
  • 21
    • 0037213443 scopus 로고    scopus 로고
    • Text categorization based on k-nearest neighbor approach for web site classification
    • Kwon O.W., Lee J.H. Text categorization based on k-nearest neighbor approach for web site classification. Inform Process Manage 2003, 39(1):25-44.
    • (2003) Inform Process Manage , vol.39 , Issue.1 , pp. 25-44
    • Kwon, O.W.1    Lee, J.H.2
  • 22
    • 0033656184 scopus 로고    scopus 로고
    • Hierarchical classification of Web content. In: Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
    • Dumais S, Chen H. Hierarchical classification of Web content. In: Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval; 2000. p. 263.
    • (2000) , pp. 263
    • Dumais, S.1    Chen, H.2
  • 23
    • 29244485578 scopus 로고    scopus 로고
    • Dictionary-based text categorization of chemical web pages
    • Liang C.Y., Guo L., Xia Z.J., Nie F.G., Li X.X., Su L., et al. Dictionary-based text categorization of chemical web pages. Inform Process Manage 2006, 42(4):1017-1029.
    • (2006) Inform Process Manage , vol.42 , Issue.4 , pp. 1017-1029
    • Liang, C.Y.1    Guo, L.2    Xia, Z.J.3    Nie, F.G.4    Li, X.X.5    Su, L.6
  • 24
    • 84907110222 scopus 로고
    • Selection of MEDLINE contents, the development of its thesaurus, and the indexing process
    • Bachrach C.A., Charen T. Selection of MEDLINE contents, the development of its thesaurus, and the indexing process. Inform Health Social Care 1978, 3(3):237-254.
    • (1978) Inform Health Social Care , vol.3 , Issue.3 , pp. 237-254
    • Bachrach, C.A.1    Charen, T.2
  • 25
    • 77952745762 scopus 로고    scopus 로고
    • MeSHing molecular sequences and clinical trials: a feasibility study
    • Chen E.S., Sarkar I.N. MeSHing molecular sequences and clinical trials: a feasibility study. J Biomed Inform 2010, 43(3):442-450.
    • (2010) J Biomed Inform , vol.43 , Issue.3 , pp. 442-450
    • Chen, E.S.1    Sarkar, I.N.2
  • 26
    • 67849110015 scopus 로고    scopus 로고
    • Gendoo: functional profiling of gene and disease features using MeSH vocabulary
    • Nakazato T., Bono H., Matsuda H., Takagi T. Gendoo: functional profiling of gene and disease features using MeSH vocabulary. Nucleic Acids Res 2009, 37(2):166-169.
    • (2009) Nucleic Acids Res , vol.37 , Issue.2 , pp. 166-169
    • Nakazato, T.1    Bono, H.2    Matsuda, H.3    Takagi, T.4
  • 28
    • 77956268182 scopus 로고    scopus 로고
    • Reflective random indexing for semi-automatic indexing of the biomedical literature
    • Vasuki V., Cohen T. Reflective random indexing for semi-automatic indexing of the biomedical literature. J Biomed Inform 2010, 43(5):694-700.
    • (2010) J Biomed Inform , vol.43 , Issue.5 , pp. 694-700
    • Vasuki, V.1    Cohen, T.2
  • 29
    • 77955287813 scopus 로고    scopus 로고
    • An overview of MetaMap: historical perspective and recent advances
    • Aronson A.R., Lang F. An overview of MetaMap: historical perspective and recent advances. J Am Med Inform Assoc 2010, 17(Maio 1):229-236.
    • (2010) J Am Med Inform Assoc , vol.17 , Issue.MAIO 1 , pp. 229-236
    • Aronson, A.R.1    Lang, F.2
  • 30
    • 70349531916 scopus 로고    scopus 로고
    • Comparing a rule-based versus statistical system for automatic categorization of MEDLINE documents according to biomedical specialty
    • Humphrey S.M., Névéol A., Browne A., Gobeil J., Ruch P., Darmoni S.J. Comparing a rule-based versus statistical system for automatic categorization of MEDLINE documents according to biomedical specialty. J Am Soc Inform Sci Technol 2009, 60(12):2530-2539.
    • (2009) J Am Soc Inform Sci Technol , vol.60 , Issue.12 , pp. 2530-2539
    • Humphrey, S.M.1    Névéol, A.2    Browne, A.3    Gobeil, J.4    Ruch, P.5    Darmoni, S.J.6
  • 31
    • 79952759021 scopus 로고    scopus 로고
    • Automatic categorization of Google search results for medical queries using JDI. In: Medinfo 2007: Proceedings of the 12th world congress on health (medical) informatics. Building Sustainable Health Systems
    • Bangalore AK, Divitab G, Humphreyc S, Browned A, Thorne KE. Automatic categorization of Google search results for medical queries using JDI. In: Medinfo 2007: Proceedings of the 12th world congress on health (medical) informatics. Building Sustainable Health Systems; 2007. p. 2253.
    • (2007) , pp. 2253
    • Bangalore, A.K.1    Divitab, G.2    Humphreyc, S.3    Browned, A.4    Thorne, K.E.5
  • 32
    • 45549117987 scopus 로고
    • Term-weighting approaches in automatic text retrieval
    • Salton G., Buckley C. Term-weighting approaches in automatic text retrieval. Inform Process Manage 1988, 24:513-523.
    • (1988) Inform Process Manage , vol.24 , pp. 513-523
    • Salton, G.1    Buckley, C.2
  • 33
    • 44649195119 scopus 로고    scopus 로고
    • The hybrid representation model for web document classification
    • Markov A., Last M., Kandel A. The hybrid representation model for web document classification. Int J Intell Syst 2008, 23(6):654-679.
    • (2008) Int J Intell Syst , vol.23 , Issue.6 , pp. 654-679
    • Markov, A.1    Last, M.2    Kandel, A.3
  • 34
    • 0032480604 scopus 로고    scopus 로고
    • Like hunger, like thirst: patients, journals, and the internet
    • McLellan F. Like hunger, like thirst: patients, journals, and the internet. Lancet (British edition). 1998, 352:39-43.
    • (1998) Lancet (British edition). , vol.352 , pp. 39-43
    • McLellan, F.1
  • 35
    • 33845729924 scopus 로고    scopus 로고
    • Information overload, the patient and the clinician
    • Fava G.A., Guidi J. Information overload, the patient and the clinician. Psychother Psychosom 2007, 76(1):1-3.
    • (2007) Psychother Psychosom , vol.76 , Issue.1 , pp. 1-3
    • Fava, G.A.1    Guidi, J.2
  • 37
    • 79952760538 scopus 로고    scopus 로고
    • The Perl Programming Language. Version 5.12.1.
    • The Perl Programming Language. Version 5.12.1. http://www.perl.org/.
  • 38
    • 79952747938 scopus 로고    scopus 로고
    • Java. Version 1.6.
    • Java. Version 1.6. http://www.oracle.com/technetwork/java/index.html.
  • 39
    • 79952754137 scopus 로고    scopus 로고
    • PTStemmer - A stemming toolkit for the Portuguese language. Version 2.0.
    • PTStemmer - A stemming toolkit for the Portuguese language. Version 2.0. http://www.code.google.com/p/ptstemmer/.
  • 40
    • 79952763462 scopus 로고    scopus 로고
    • Snowball project. Version 1.0.
    • Snowball project. Version 1.0. http://www.snowball.tartarus.org/index.php.
  • 42
    • 79952749776 scopus 로고    scopus 로고
    • RapidMiner. Version 5.0.
    • RapidMiner. Version 5.0. http://www.rapid-i.com/component/option,com_frontpage/Itemid,1/lang,en/.
  • 44
    • 83455195784 scopus 로고    scopus 로고
    • et al. Classification of postural profiles among mouth-breathing children by learning vector quantization. Methods Inf Med; <> [cited 28.10.10].
    • Mancini F, Sousa FS, Hummel AD, Falcão AEJ, Yi LC, Ortolani CF, et al. Classification of postural profiles among mouth-breathing children by learning vector quantization. Methods Inf Med; 2010. [cited 28.10.10]. http://www.schattauer.de/index.php?id=1214&doi=10.3414/ME09-01-0039.
    • (2010)
    • Mancini, F.1    Sousa, F.S.2    Hummel, A.D.3    Falcão, A.E.J.4    Yi, L.C.5    Ortolani, C.F.6
  • 47
    • 0025725905 scopus 로고
    • Instance-based learning algorithms
    • Aha D.W., Kibler D., Albert M.K. Instance-based learning algorithms. Mach Learn 1991, 6(1):37-66.
    • (1991) Mach Learn , vol.6 , Issue.1 , pp. 37-66
    • Aha, D.W.1    Kibler, D.2    Albert, M.K.3
  • 49
    • 79952771562 scopus 로고
    • Estimating continuous distributions in Bayesian Classifiers. In: Proceedings of the eleventh conference on uncertainty in artificial intelligence
    • John G, Langley P. Estimating continuous distributions in Bayesian Classifiers. In: Proceedings of the eleventh conference on uncertainty in artificial intelligence; 1995. p. 338-45.
    • (1995) , pp. 338-45
    • John, G.1    Langley, P.2
  • 50
    • 84957069091 scopus 로고    scopus 로고
    • Naive (Bayes) at forty: the independence assumption in information retrieval
    • Lewis D.D. Naive (Bayes) at forty: the independence assumption in information retrieval. Mach Learn: ECML-98. 1998, 4-15.
    • (1998) Mach Learn: ECML-98. , pp. 4-15
    • Lewis, D.D.1
  • 51
    • 23444439303 scopus 로고    scopus 로고
    • Techniques for improving the performance of Naive Bayes for text classification. In: Proceedings of cycling
    • Schneider K. Techniques for improving the performance of Naive Bayes for text classification. In: Proceedings of cycling, vol. 3406; 2005. p. 682-93.
    • (2005) , vol.3406 , pp. 682-93
    • Schneider, K.1
  • 52
    • 79952773884 scopus 로고
    • Estimating continuous distributions in Bayesian classifiers. In: Proceedings of the eleventh conference on uncertainty in artificial intelligence
    • John GH, Langley P. Estimating continuous distributions in Bayesian classifiers. In: Proceedings of the eleventh conference on uncertainty in artificial intelligence; 1995. p. 338-45.
    • (1995) , pp. 338-45
    • John, G.H.1    Langley, P.2
  • 53
    • 79952741054 scopus 로고    scopus 로고
    • A comparison of event models for Naive Bayes text classification. In: AAAI-98 workshop on learning for text categorization
    • McCallum A, Nigam K. A comparison of event models for Naive Bayes text classification. In: AAAI-98 workshop on learning for text categorization; 1998.
    • (1998)
    • McCallum, A.1    Nigam, K.2
  • 54
    • 79952767190 scopus 로고    scopus 로고
    • Weka 3: Data Mining Software in Java. Version 3.6.
    • Weka 3: Data Mining Software in Java. Version 3.6. http://www.cs.waikato.ac.nz/ml/weka/.
  • 55
    • 0018079655 scopus 로고
    • Basic principles of ROC analysis
    • Metz C.E. Basic principles of ROC analysis. Semin Nucl Med 1978, 8(4):283-298.
    • (1978) Semin Nucl Med , vol.8 , Issue.4 , pp. 283-298
    • Metz, C.E.1
  • 57
    • 72549092660 scopus 로고    scopus 로고
    • Fisher and the 5% level
    • Stigler S. Fisher and the 5% level. Chance 2008, 21(4):12.
    • (2008) Chance , vol.21 , Issue.4 , pp. 12
    • Stigler, S.1
  • 58
    • 79952759392 scopus 로고    scopus 로고
    • The R Project for Statistical Computing. Version 2.11.1.
    • The R Project for Statistical Computing. Version 2.11.1. http://www.r-project.org/.
  • 59
    • 33645287306 scopus 로고    scopus 로고
    • Word sense disambiguation by selecting the best semantic type based on journal descriptor indexing: preliminary experiment
    • Humphrey S.M., Rogers W.J., Kilicoglu H., Demner-Fushman D., Rindflesch T.C. Word sense disambiguation by selecting the best semantic type based on journal descriptor indexing: preliminary experiment. J Am Soc Inform Sci Technol 2006, 57(1):96-113.
    • (2006) J Am Soc Inform Sci Technol , vol.57 , Issue.1 , pp. 96-113
    • Humphrey, S.M.1    Rogers, W.J.2    Kilicoglu, H.3    Demner-Fushman, D.4    Rindflesch, T.C.5
  • 60
    • 79952765126 scopus 로고    scopus 로고
    • Web mining. Data mining and knowledge discovery handbook
    • Fürnkranz J. Web mining. Data mining and knowledge discovery handbook; 2005. p. 899-920.
    • (2005) , pp. 899-920
    • Fürnkranz, J.1
  • 61
    • 33845221513 scopus 로고    scopus 로고
    • Boosting for text classification with semantic features. Advances in Web mining and Web usage Analysis
    • Bloehdorn S, Hotho A. Boosting for text classification with semantic features. Advances in Web mining and Web usage Analysis. p. 149-66.
    • Bloehdorn, S.1    Hotho, A.2
  • 62
    • 77049102835 scopus 로고    scopus 로고
    • A graph-theoretic framework for semantic distance
    • Tsang V., Stevenson S. A graph-theoretic framework for semantic distance. Computat Linguist 2010, 36(1):31-69.
    • (2010) Computat Linguist , vol.36 , Issue.1 , pp. 31-69
    • Tsang, V.1    Stevenson, S.2
  • 63
    • 79952758777 scopus 로고    scopus 로고
    • A cognitive evaluation of four online information systems by physicians. In: Pacific symposium on biocomputing
    • Yu H, Kaufman D. A cognitive evaluation of four online information systems by physicians. In: Pacific symposium on biocomputing, vol. 28; 2007. p. 328-29.
    • (2007) , vol.28 , pp. 328-29
    • Yu, H.1    Kaufman, D.2
  • 64
    • 79952772879 scopus 로고    scopus 로고
    • Using the weighted keyword models to improve information retrieval for answering biomedical questions. In: AMIA summit on translational bioinformatics
    • Yu H, Cao YG. Using the weighted keyword models to improve information retrieval for answering biomedical questions. In: AMIA summit on translational bioinformatics; 2009.
    • (2009)
    • Yu, H.1    Cao, Y.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.