Word sense disambiguation for semantic applications


Orhan Z., Altan Z.

36th Jahrestagung der Gesellschaft fur Informatik e.V. (GI): Informatik fur Menschen, INFORMATIK 2006 36th Annual Conference of the German Informatics Society (GI): Informatics for People, INFORMATIK 2006, Dresden, Almanya, 2 - 06 Ekim 2006, cilt.2, ss.321-328, (Tam Metin Bildiri)

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 2
  • Basıldığı Şehir: Dresden
  • Basıldığı Ülke: Almanya
  • Sayfa Sayıları: ss.321-328
  • Maltepe Üniversitesi Adresli: Evet

Özet

Natural language processing (NLP) has become the most significant obstacle that has been restricting the applications via the web. Today, very little of the content on the web can be understood by the machines, although vast amount of electronic information has been kept on them. Word sense disambiguatio (WSD) is an important intermediate step in many language processin applications. It is basically a mapping function from the context to the set of senses. This function has many parameters that are difficult to explore. The factors effecting the success of WSD systems are generally very sensitive to these parameters. The issues in WSD are examined in the context of Turkish WSD application. Ambiguous words and their sense classifications have been establishe and by providing manually sense tagged corpora and examining WSD problem from various perspectives, an important contribution has been achieved for the researches in this domain.