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A poisson model for user accesses to Web pages

  • Şule Gündüz*
  • , M. Tamer Özsu
  • *Bu çalışma için yazışmadan sorumlu yazar

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde BölümBölümbilirkişi

22 Atıf (Scopus)

Özet

Predicting the next request of a user as she visits Web pages has gained importance as Web-based activity increases. There are a number of different approaches to prediction. This paper concentrates on the discovery and modelling of the user's aggregate interest in a session. This approach relies on the premise that the visiting time of a page is an indicator of the user's interest in that page. Even the same person may have different desires at different times. Although the approach does not use the sequential patterns of transactions, experimental evaluation shows that the approach is quite effective in capturing a Web user's access pattern. The model has an advantage over previous proposals in terms of speed and memory usage.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
EditörlerAdnan Yazici, Cevat Sener
YayınlayanSpringer Verlag
Sayfalar332-339
Sayfa sayısı8
ISBN (Basılı)3540204091, 9783540397373
DOI'lar
Yayın durumuYayınlandı - 2003

Yayın serisi

AdıLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Hacim2869
ISSN (Basılı)0302-9743
ISSN (Elektronik)1611-3349

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