Problems caused by semantic drift in WordNet synset construction
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Dosyalar
Tarih
2019-09
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Institute of Electrical and Electronics Engineers Inc.
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
In this study, we summarize the semantic drift problem that occur in specific synsets of KeNet, a Turkish WordNet, which is caused by mis-merging of semantically-related lexical items, morphological markings and false part of speech (POS) matchings. We present our approach to these problems in order to eliminate the semantic drift. We have re-analyzed the dictionary definitions of the items, placed those that possess different verbal markings into separate synsets, and divided synsets based on the POS of the items in them.
Açıklama
Anahtar Kelimeler
Dictionaries, Dictionary definitions, Divided synsets, False part of speech matchings, Kenet, Lexical items, Matchings, Mis-merging, Morphological markings, Natural language processing, Natural language processing systems, Ontology, Part of speech, POS, Semantic drift problem, Semantic drift, Semantic drifts, Semantically-related lexical items, Semantics, Separate synsets, Speech matchings, Text analysis, Turkish WordNet, Turkish wordnet, Turkishs, Verbal markings, Word sense, Wordnet, WordNet synset construction
Kaynak
2019 4th International Conference on Computer Science and Engineering (UBMK)
WoS Q Değeri
N/A
Scopus Q Değeri
N/A
Cilt
Sayı
Künye
Bakay, O., Ergelen, O. & Yıldız, O. T. (2019). Problems caused by semantic drift in WordNet synset construction. Paper presented at the 2019 4th International Conference on Computer Science and Engineering (UBMK), 726-730. doi:10.1109/UBMK.2019.8907181
