Educational concept mapping method based on high-frequency words and Wikipedia linkage

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dc.contributor Aalto-yliopisto fi
dc.contributor Aalto University en
dc.contributor.author Lahti, Lauri
dc.date.accessioned 2015-03-18T10:08:40Z
dc.date.available 2015-03-18T10:08:40Z
dc.date.issued 2011
dc.identifier.citation Lahti, Lauri. 2011. Educational concept mapping method based on high-frequency words and Wikipedia linkage. Fourth International Conference on Internet Technologies and Applications (ITA 11), Glyndwr University, Wrexham, North Wales, UK, 6-9 September 2011. P. 440-448. ISBN 978-0-946881-68-0 (printed). http://www.ita11.org/ en
dc.identifier.isbn 978-0-946881-68-0 (printed)
dc.identifier.uri https://aaltodoc.aalto.fi/handle/123456789/15373
dc.description.abstract We propose a computational method to support the learner's knowledge adoption based on conceptmapping relying on three perspectives of learning scenario represented by learning concept networks:learner’s knowledge, learning context and learning objective. Each learning concept network isgenerated based on a set of high-frequency words from a representative text sample that are connectedbased on the shortest hyperlink chains between corresponding Wikipedia articles. The learner exploresranking-based routings connecting learning concept networks by expanding a concept map in twocomplementing learning modes: assisted construction and assistive evaluation, with focused andcontextualized emphasis. Based on the method we have implemented a prototype of an educational tooland its preliminary testing indicated that the method can well support personalized knowledge adoption. en
dc.format.extent 440-448
dc.format.mimetype application/pdf en
dc.language.iso en en
dc.publisher Glyndwr University, Wrexham, North Wales, UK en
dc.relation.ispartof Fourth International Conference on Internet Technologies and Applications (ITA 11), Glyndwr University, Wrexham, North Wales, UK, 6-9 September 2011 en
dc.subject.other Computer science en
dc.subject.other Education en
dc.title Educational concept mapping method based on high-frequency words and Wikipedia linkage en
dc.type A4 Artikkeli konferenssijulkaisussa fi
dc.description.version Peer reviewed en
dc.rights.holder International Conference on Internet Technologies and Applications
dc.contributor.school Perustieteiden korkeakoulu fi
dc.contributor.school School of Science en
dc.contributor.department Tietotekniikan laitos fi
dc.contributor.department Department of Computer Science and Engineering en
dc.subject.keyword intelligent tutoring system en
dc.subject.keyword knowledge acquisition en
dc.subject.keyword vocabulary en
dc.subject.keyword context-awareness en
dc.subject.keyword concept map en
dc.identifier.urn URN:NBN:fi:aalto-201503182041
dc.type.dcmitype text en
dc.type.version Post print en


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