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Titlebook: Web Mining: From Web to Semantic Web; First European Web M Bettina Berendt,Andreas Hotho,Gerd Stumme Conference proceedings 2004 Springer-V

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Mapping Documents onto Web Page Ontology,es. Techniques developed for learning on text data are used here on the hierarchical classification structure (ontology of Web documents). The high number of features is reduced by taking into account the hierarchical structure and using feature subset selection developed for the Naive Bayesian clas
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Web Community Directories: A New Approach to Web Personalization,n the WWW. This is realized by applying personalization techniques to the well-known concept of Web Directories. The Web directory is viewed as a concept hierarchy which is generated by a content-based document clustering method. Personalization is realized by constructing community models on the ba
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Mining Web Sites Using Wrapper Induction, Named Entities, and Post-processing,dard wrapper induction algorithm is used that exploits named entity information that has been previously identified. The idea of post-processing the extraction results is introduced for resolving ambiguous fields and improving the overall extraction performance. Post-processing involves the exploita
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Evaluation and Validation of Two Approaches to User Profiling,whelming, thus contributing to the user’s sense of information overload. Building systems for assisting users in this task is often complicated by the difficulty in articulating user interests in a structured form – a profile – to be used for searching. Machine learning methods offer a promising app
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Evaluation and Validation of Two Approaches to User Profiling,whelming, thus contributing to the user’s sense of information overload. Building systems for assisting users in this task is often complicated by the difficulty in articulating user interests in a structured form – a profile – to be used for searching. Machine learning methods offer a promising app
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Greedy Recommending Is Not Always Optimal,er system can use data about a user to recommend information, for example web pages. Current methods for recommending are aimed at optimising single recommendations. However, usually a series of interactions is needed to find the desired information..Here we argue that in interactive recommending a
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Greedy Recommending Is Not Always Optimal,er system can use data about a user to recommend information, for example web pages. Current methods for recommending are aimed at optimising single recommendations. However, usually a series of interactions is needed to find the desired information..Here we argue that in interactive recommending a
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An Approach to Estimate the Value of User Sessions Using Multiple Viewpoints and Goals,Although many enterprises have worried about user identification to solve the problem, the solution goes far beyond trying to find out what navigator’s behavior looks like. Many approaches have recently been proposed to enrich the data in web logs with semantics related to the business so that web m
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