Korhan GünelRifat AşliyanMehmet KurtRefet PolatTurgut OzisÖzis, TurgutKurt, MehmetAşliyan, RifatPolat, RefetGünel, Korhan2025-10-0620149789819680023, 9789819658473, 9789819600571, 9789819644292, 9789819637577, 9783319030135, 9783642363283, 9789819648115, 9783642384653, 9789819920914978364240077318761119, 187611001876-110010.1007/978-3-642-40078-0_52-s2.0-84958542510https://www.scopus.com/inward/record.uri?eid=2-s2.0-84958542510&doi=10.1007%2F978-3-642-40078-0_5&partnerID=40&md5=b8919a85975c75c590b674cc416f934chttps://gcris.yasar.edu.tr/handle/123456789/10009https://doi.org/10.1007/978-3-642-40078-0_5Extracting learning concepts is one of the major problems of artificial intelligence on education. Essentially the determination of learning concepts within an educational content has some differences as compared with keyword or technical term extraction process. However the problem can still taught as a classification problem notwithstanding. In this paper we examine how to handle the extraction of learning concepts using support vector machines as a supervised learning algorithm and we evaluate the performance of the proposed approach using f-measure. © Springer-Verlag Berlin Heidelberg 2014. © 2016 Elsevier B.V. All rights reserved.Englishinfo:eu-repo/semantics/closedAccessClassification, Intelligent Tutoring Systems, Machine Learning, Support Vector Machines, Text Mining, Artificial Intelligence, Classification (of Information), Computer Aided Instruction, Data Mining, Information Technology, Learning Algorithms, Learning Systems, Management Science, Text Processing, Educational Contents, F-measure, Intelligent Tutoring System, Technical Terms, Text Mining, Support Vector MachinesArtificial intelligence, Classification (of information), Computer aided instruction, Data mining, Information technology, Learning algorithms, Learning systems, Management science, Text processing, Educational contents, F-measure, Intelligent tutoring system, Technical terms, Text mining, Support vector machinesText MiningSupport Vector MachinesClassificationMachine LearningIntelligent Tutoring SystemsConference Object