Semantic Relation’s Weight Determination on a Graph Based WordNet
| dc.contributor.author | Tülü, Çağatay | |
| dc.contributor.author | Orhan, Umut | |
| dc.contributor.author | Turan, Erhan | |
| dc.date.accessioned | 2025-01-06T17:22:39Z | |
| dc.date.available | 2025-01-06T17:22:39Z | |
| dc.date.issued | 2018 | |
| dc.department | Adana Alparslan Türkeş Bilim ve Teknoloji Üniversitesi | |
| dc.description.abstract | Determination of semantic relatedness between two textual items is one of the crucial phases in many Natural LanguageProcessing applications. In this study, a new approach to lexicon based semantic relation determination methods wasexperienced using WordNet 3.0 and Men’s real-life similarity dataset. Men’s test collection was used for thedetermination of the relation weights and determined weights were used in semantic relatedness computation. RG65similarity dataset was used for a benchmark of the proposed method and Spearman correlation 0.81 was gained, takinginto account that retrieving the relations weight using a large scale dataset and testing them with another real-life datasetpromises new perspectives to the determination of the relations weight and to the relatedness computation. | |
| dc.identifier.doi | 10.17714/gumusfenbil.432582 | |
| dc.identifier.endpage | 78 | |
| dc.identifier.issn | 2146-538X | |
| dc.identifier.issue | ÖZEL SAYI | |
| dc.identifier.startpage | 67 | |
| dc.identifier.trdizinid | 394308 | |
| dc.identifier.uri | https://doi.org/10.17714/gumusfenbil.432582 | |
| dc.identifier.uri | https://search.trdizin.gov.tr/tr/yayin/detay/394308 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14669/442 | |
| dc.identifier.volume | 8 | |
| dc.indekslendigikaynak | TR-Dizin | |
| dc.language.iso | en | |
| dc.relation.ispartof | Gümüşhane Üniversitesi Fen Bilimleri Dergisi | |
| dc.relation.publicationcategory | Makale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.snmz | KA_20241211 | |
| dc.subject | Bilgisayar Bilimleri | |
| dc.subject | Yazılım Mühendisliği | |
| dc.subject | Dil ve Dil Bilim | |
| dc.title | Semantic Relation’s Weight Determination on a Graph Based WordNet | |
| dc.type | Article |
