Title :
Method for automated thesaurus development in learning process support systems
Author_Institution :
St. Petersburg Electrotech. Univ. "LETI", St. Petersburg, Russia
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".
Keywords :
computational linguistics; computer aided instruction; computer science education; dictionaries; information systems; ontologies (artificial intelligence); thesauri; English language; OntoMASTER-Ontology software tool; Russian language; WordNet lexical database; automated learning ontology creation; automated thesaurus development; computational linguistics algorithms; information system-and-technologies; learning process support system creation; lexical-semantic text field corps; student learning process; term frequency dictionaries; terminological dictionaries; Databases; Dictionaries; Ontologies; Semantics; Tag clouds; Thesauri; algorithms of computational linguistics; learning process; terminology dictionaries;
Conference_Titel :
Soft Computing and Measurements (SCM), 2015 XVIII International Conference on
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4673-6960-2
DOI :
10.1109/SCM.2015.7190399
