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EC-Web 2009 Proceedings of the 10th International Conference on E-Commerce and Web Technologies
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Expert Systems with Applications: An International Journal
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Information Sciences: an International Journal
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DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
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KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Case-based recommender systems: a unifying view
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
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Expert Systems with Applications: An International Journal
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INTETAIN'05 Proceedings of the First international conference on Intelligent Technologies for Interactive Entertainment
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ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
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Intelligent Decision Technologies
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This paper presents a web based recommender system aimed at supporting a user in information filtering and product bundling. The system enables the selection of travel locations, activities and attractions, and supports the bundling of a personalized travel plan. A travel plan is composed in a mixed initiative way: the user poses queries and the recommender exploits an innovative technology that helps the user, when needed, to reformulate the query. Travel plans are stored in a memory of cases, which is exploited for ranking travel items extracted from catalogues. A new 'collaborative' approach is introduced, where user past behavior similarity is replaced with session (travel plan) similarity.