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Lightweight user modeling – a case study

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Abstract(s)

In the context of previous publications, we propose a new lightweight UM process, intended to work as a tourism recommender system in a commercial environment. The new process tackles issues like cold start, gray sheep and over specialization through a rich user model and the application of a gradual forgetting function to the collected user action history. Also, significant performance improvements were achieved regarding the previously proposed UM process.

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Keywords

User modeling Tourism Recommendation

Pedagogical Context

Citation

10.1007/978-3-642-19917-2_10

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Publisher

Springer Berlin Heidelberg

CC License