By Olfa Nasraoui, Osmar Zaiane, Myra Spiliopoulou, Manshad Mobasher, Brij Masand, Philip Yu
This ebook constitutes the completely refereed post-proceedings of the seventh foreign Workshop on Mining net facts, WEBKDD 2005, held in Chicago, IL, united states in August 2005 together with the eleventh ACM SIGKDD foreign convention on wisdom Discovery and information Mining, KDD 2005. The 9 revised complete papers awarded including a close preface went via rounds of reviewing and development and have been rigorously chosen for inclusion within the book.
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Extra resources for Advances in Web Mining and Web Usage Analysis: 7th International Workshop on Knowledge Discovery on the Web, WEBKDD 2005, Chicago, IL, USA, August 21,
A maximum entropy web recommendation system: Combining collaborative and content features. In Proc. SIGKDD’05 (pp. 612–617). 17. , & Berendt, B. (2005). Language sensitive search behaviour and the role of domain knowledge. New Review of Hypermedia and Multimedia, 11, 221–246. 18. , & Berendt, B. (2005). Impact of culture on website navigation behaviour. In Proc. HCI-International 2005. 19. (2001). Frequent subgraph discovery. In Proc. ICDM (pp. 313–320). 20. E. (2001). Graphic and numerical methods to assess navigation in hypertext.
The “Cluster” option below the “Mining” main-menu entry starts a dialogue that speciﬁes the preprocessing script and the WEKA command line. The clustering results appear in textual form in the IP window. In the top right windows, the abstract subpatterns and superpatterns are shown (only a part of the full AP lattice is shown: the spanning tree of the pattern generation order). ” button transfers a sub/ superpattern into the main window. Transaction context is shown in a separate window (Fig. 4).
This work does not consider how such an ontology was constructed as this is way beyond the scope of this paper. Currently, most ontologies are hand crafted by experts as no fully automated tools are yet available. However, the clustering community has promising result with non-supervised incremental hierarchical conceptual algorithm such as COBWEB . For our experiments, we built a movie recommender system and the ontology modeling a movie. The concept tree was built from scratch based on our common sense as there is none modeling the movie domain.