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dc.contributor.authorGüran, Aysun
dc.contributor.authorBekar, Eren
dc.contributor.authorAkyokuş, Selim
dc.date.accessioned2016-11-07T07:43:05Z
dc.date.available2016-11-07T07:43:05Z
dc.date.issued2010-06
dc.identifier.citationGüran, A., Bekar, E., & Akyokuş, S. (2010). A comparison of feature and semantic-based summarization algorithms for Turkish. In 2010 International Symposium on Innovations in Intelligent Systems and Applications (pp. 371-375). Kayseri, Turkey: Erciyes University.en_US
dc.identifier.urihttps://hdl.handle.net/11376/2680
dc.descriptionAkyokuş, Selim (Dogus Author) -- Conference full title: International Symposium on Innovations in Intelligent Systems and Applicaitons, 21-24June 2010, Kayseri & Cappadocia,TURKEY.en_US
dc.description.abstractIn this paper we analyze the performances of a feature-based and two semantic-based text summarization algorithms on a new Turkish corpus. The feature-based algorithm uses the statistical analysis of paragraphs, sentences, words and formal clues found in documents, whereas the two semanticbased algorithms employ Latent Semantic Analysis (LSA) approach which enables the selection of the most important sentences in a semantic way. Performance evaluation is conducted by comparing automatically generated summaries with manual summaries generated by a human summarizer. This is the first study that applies LSA based algorithms to Turkish text summarization and its results are promising.en_US
dc.language.isoengen_US
dc.publisherErciyes Universityen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectSemantic Algorithmsen_US
dc.subjectSemantic-Based Summarization Algorithmsen_US
dc.subjectStatistical Analysisen_US
dc.subjectFeature-Based Algorithmen_US
dc.subjectLatent Semantic Analysisen_US
dc.titleA comparison of feature and semantic-based summarization algorithms for Turkishen_US
dc.typeconferenceObjecten_US
dc.relation.journal2010 International Symposium on Innovations in Intelligent Systems and Applicationsen_US
dc.departmentDoğuş Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.authoridTR112334en_US
dc.authoridTR2572en_US
dc.identifier.startpage371en_US
dc.identifier.endpage375en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.institutionauthorAkyokuş, Selim


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