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dc.contributor.authorGindiyeh, Mahmoud-
dc.contributor.authorGrigonytė, Gintarė-
dc.contributor.authorHaller, Johann-
dc.contributor.authorAvižienis, Algirdas-
dc.description.abstractOrganizing documents and performing search is a common but not a trivial task in information systems. With the increasing number of documents, it is becoming crucial to automate these processes. Clustering is a solution for organizing large amount of documents. In this article we propose a method of improving document retrieval that was implemented in RKB Knowledge Base. Our method heavily relies on linguistic analysis, which aims to identify document specific noun phrases. We applay an adjusted hierarchical clustering algorithm for learning clusters of documentsen
dc.description.sponsorshipKompiuterinės lingvistikos centras-
dc.description.sponsorshipTaikomosios informatikos katedra-
dc.description.sponsorshipVytauto Didžiojo universitetas-
dc.format.extentp. 324-327-
dc.relation.ispartofKMIS 2009 : proceedings of the international conference on knowledge management and information sharing, Madeira, 6 - 8 October, 2009, Portugal / ed. Kecheng Liu. Portugal : INSTICC, 2009-
dc.relation.isreferencedbyDBLP bibliography-
dc.subjectLinguistic analysisen
dc.subjectInformation retrievalen
dc.subject.classificationStraipsnis konferencijos medžiagoje kitose duomenų bazėse / Article in conference proceedings in other databases (P1c)-
dc.subject.otherFilologija / Philology (H004)-
dc.titleLinguistically enhanced clustering of technical publicationsen
dc.typeresearch article-
local.object{"source": {"code": "vdu", "handle": "7952"}, "publisher": {"other": ["INSTICC"], "list": false}, "db": {"clarivate": false, "scopus": true, "list": true}, "isbn": ["9789896740139"], "code": "P1c", "subject": ["H004"], "country": "PT", "language": "en", "area": "H", "original": true, "pages": 4, "sheets": 0.286, "timestamp": "20140819105850.0", "account": {"year": 2009, "late": false}, "na": 4, "nip": 0, "affiliation": [{"contribution": 0.25, "aip": 1, "rel": "aut", "lname": "Gindiyeh", "fname": "Mahmoud", "status": "0", "name": "Gindiyeh, Mahmoud"}, {"contribution": 0.25, "aip": 1, "rel": "aut", "org": [{"create": true, "contribution": 0.25, "name": "Vytauto Didžiojo universitetas", "id": "111950396", "level": "0", "type": "uni", "research": "1", "status": "0", "unit": {"name": "Humanitarinių mokslų fakultetas", "id": "03", "level": "1", "type": "fak", "research": "1", "status": "0", "unit": {"name": "Kompiuterinės lingvistikos centras", "id": "0315", "level": "2", "type": "cen", "research": "1", "status": "0"}}}], "id": "1911681FC6558F0C95B268D3B5DC127C", "lname": "Grigonytė", "fname": "Gintarė", "status": "0", "name": "Grigonytė, Gintarė"}, {"contribution": 0.25, "aip": 1, "rel": "aut", "lname": "Haller", "fname": "Johann", "status": "0", "name": "Haller, Johann"}, {"contribution": 0.25, "aip": 1, "rel": "aut", "org": [{"create": true, "contribution": 0.25, "name": "Vytauto Didžiojo universitetas", "id": "111950396", "level": "0", "type": "uni", "research": "1", "status": "1", "unit": {"name": "Informatikos fakultetas", "id": "04", "level": "1", "type": "fak", "research": "1", "status": "0", "unit": {"name": "Taikomosios informatikos katedra", "id": "0401", "level": "2", "type": "kat", "research": "1", "status": "0"}}}], "id": "7A0EF73C0DC1D9176E9C17ABC70E35E5", "lname": "Avižienis", "fname": "Algirdas-Antanas", "status": "1", "name": "Avižienis, Algirdas"}]}-
item.fulltextNo Fulltext-
item.grantfulltextnone-ės lingvistikos centras- informatikos katedra-
Appears in Collections:Universiteto mokslo publikacijos / University Research Publications
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