title: Using CISMeF MeSH "Encapsulated" terminology and a categorization algorithm for health resources.
abstract: BACKGROUND
  CISMeF is a Quality Controlled Health Gateway using a terminology based on the Medical Subject Headings (MeSH) thesaurus that displays medical specialties (metaterms) and the relationships existing between them and MeSH terms.
  
  
  OBJECTIVE
  The need to classify the resources within the catalogue has led us to combine this type of semantic information with domain expert knowledge for health resources categorization purposes.
  
  
  METHODS
  A two-step categorization process consisting of mapping resource keywords to CISMeF metaterms and ranking metaterms by decreasing coverage in the resource has been developed. We evaluate this algorithm on a random set of 123 resources extracted from the CISMeF catalogue. Our gold standard for this evaluation is the manual classification provided by a domain expert, viz. a librarian of the team.
  
  
  RESULTS
  The CISMeF algorithm shows 81% precision and 93% recall, and 62% of the resources were assigned a "fully relevant" or "fairly relevant" categorization according to strict standards.
  
  
  CONCLUSIONS
  A thorough analysis of the results has enabled us to find gaps in the knowledge modeling of the CISMeF terminology. The necessary adjustments having been made, the algorithm is currently used in CISMeF for resource categorization.
authors.affiliation: CISMeF, Rouen University Hospital, Rouen Cedex, France.
authors.forename: Aurélie
authors.initials: A
authors.lastname: Névéol
authors.forename: Lina F
authors.initials: LF
authors.lastname: Soualmia
authors.forename: Magaly
authors.initials: M
authors.lastname: Douyère
authors.forename: Alexandrina
authors.initials: A
authors.lastname: Rogozan
authors.forename: Benoît
authors.initials: B
authors.lastname: Thirion
authors.forename: Stefan J
authors.initials: SJ
authors.lastname: Darmoni
mesh_terms: D000043:Abstracting and Indexing / Q000379:methods*; D000465:Algorithms; D002381:Catalogs, Library; D016206:Databases, Bibliographic; D001330:Electronic Data Processing; D005103:Expert Systems; D005602:France; D006801:Humans; D016247:Information Storage and Retrieval / Q000379:methods* / Q000592:standards; D020407:Internet; D008511:Medicine; D009317:National Library of Medicine (U.S.); D012984:Software; D013038:Specialization; D013358:Subject Headings; D014481:United States; D014584:User-Computer Interface