Neural network applications for automatic new topic identification

Ozmutlu S., Cavdur F.

ONLINE INFORMATION REVIEW, cilt.29, sa.1, ss.34-53, 2005 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 29 Sayı: 1
  • Basım Tarihi: 2005
  • Doi Numarası: 10.1108/14684520510583936
  • Dergi Adı: ONLINE INFORMATION REVIEW
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Social Sciences Citation Index (SSCI), Scopus
  • Sayfa Sayıları: ss.34-53
  • Bursa Uludağ Üniversitesi Adresli: Evet

Özet

Purpose - This study aims to propose an artificial neural network to identify automatically topic changes in a user session by using the statistical characteristics of queries, such as time intervals and query reformulation patterns.