{"title":"Method for automated thesaurus development in learning process support systems","authors":"I. A. Pisarev","doi":"10.1109/SCM.2015.7190399","DOIUrl":null,"url":null,"abstract":"The ontological approach to the creation of the learning process support systems is proposed. We research the method for automated creation of learning ontologies based on computational linguistics algorithms, the method of analysis of lexical-semantic fields corps of texts in Russian and English, frequency dictionaries of terms. Using the lexical database WordNet and terminological dictionaries the prototype ontology was developed and uploaded into the software tool \"OntoMASTER-Ontology\" for refining by experts. The developed method is used for creating ontologies to support the learning process of students in the field of \"Information systems and technologies\".","PeriodicalId":106868,"journal":{"name":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","volume":"76 1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 XVIII International Conference on Soft Computing and Measurements (SCM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SCM.2015.7190399","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6
Abstract
The ontological approach to the creation of the learning process support systems is proposed. We research the method for automated creation of learning ontologies based on computational linguistics algorithms, the method of analysis of lexical-semantic fields corps of texts in Russian and English, frequency dictionaries of terms. Using the lexical database WordNet and terminological dictionaries the prototype ontology was developed and uploaded into the software tool "OntoMASTER-Ontology" for refining by experts. The developed method is used for creating ontologies to support the learning process of students in the field of "Information systems and technologies".
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