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KDD
2004
ACM
187views Data Mining» more  KDD 2004»
14 years 5 months ago
Mission-Based Navigational Behaviour Modeling for Web Recommender Systems
Web recommender systems anticipate the information needs of on-line users and provide them with recommendations to facilitate and personalize their navigation. There are many appro...
Osmar R. Zaïane, Jia Li, Robert Hayward
KES
2006
Springer
13 years 4 months ago
DAWN - A System for Context-Based Link Recommendation in Web Navigation
Abstract. We have developed the system "DAWN" (direction anticipation in web navigation) that learns navigational patterns to help users navigating through the world wide...
Sebastian Stober, Andreas Nürnberger
IRFC
2011
Springer
12 years 8 months ago
Applying Web Usage Mining for Adaptive Intranet Navigation
Much progress has recently been made in assisting a user in the search process, be it Web search where the big search engines have now all incorporated more interactive features or...
Sharhida Zawani Saad, Udo Kruschwitz
DMIN
2007
183views Data Mining» more  DMIN 2007»
13 years 6 months ago
Crawling Attacks Against Web-based Recommender Systems
—User profiles derived from Web navigation data are used in important e-commerce applications such as Web personalization, recommender systems, and Web analytics. In the open en...
Runa Bhaumik, Robin D. Burke, Bamshad Mobasher
WIDM
2005
ACM
13 years 10 months ago
Web path recommendations based on page ranking and Markov models
Markov models have been widely used for modelling users' navigational behaviour in the Web graph, using the transitional probabilities between web pages, as recorded in the w...
Magdalini Eirinaki, Michalis Vazirgiannis, Dimitri...