Neural network applications for automatic new topic identification

Ozmutlu S., Cavdur F.

ONLINE INFORMATION REVIEW, vol.29, no.1, pp.34-53, 2005 (SCI-Expanded) identifier identifier

  • Publication Type: Article / Article
  • Volume: 29 Issue: 1
  • Publication Date: 2005
  • Doi Number: 10.1108/14684520510583936
  • Journal Name: ONLINE INFORMATION REVIEW
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Social Sciences Citation Index (SSCI), Scopus
  • Page Numbers: pp.34-53
  • Bursa Uludag University Affiliated: Yes

Abstract

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.