title: Development and Evaluation of an Adolescents' Depression Ontology for Analyzing Social Data.
abstract: This study aims to develop and evaluate an ontology for adolescents' depression to be used for collecting and analyzing social data. The ontology was developed according to the 'ontology development 101' methodology. Concepts were extracted from clinical practice guidelines and related literatures. The ontology is composed of five sub-ontologies which represent risk factors, sign and symptoms, measurement, diagnostic result and management care. The ontology was evaluated in four different ways: First, we examined the frequency of ontology concept appeared in social data; Second, the content coverage of ontology was evaluated by comparing ontology concepts with concepts extracted from the youth depression counseling records; Third, the structural and representational layer of the ontology were evaluated by 5 ontology and psychiatric nursing experts; Fourth, the scope of the ontology was examined by answering 59 competency questions. The ontology was improved by adding new concepts and synonyms and revising the level of structure.
authors.affiliation: College of Nursing, Seoul National University, Seoul.
authors.forename: Hyesil
authors.initials: H
authors.lastname: Jung
authors.affiliation: College of Nursing, Seoul National University, Seoul.
authors.forename: Hyeoun-Ae
authors.initials: HA
authors.lastname: Park
authors.affiliation: Korea Institute for Health and social Affairs, Sejong, Korea.
authors.forename: Tae-Min
authors.initials: TM
authors.lastname: Song
mesh_terms: D000293:Adolescent; D000067697:Adolescent Health / Q000145:classification* / Q000706:statistics & numerical data; D057225:Data Mining / Q000379:methods*; D003863:Depression / Q000145:classification* / Q000523:psychology; D005260:Female; D006801:Humans; D008297:Male; D056910:Republic of Korea; D061108:Social Media / Q000706:statistics & numerical data*; D009626:Terminology as Topic; D018875:Vocabulary, Controlled