Chaianun Damrongrat

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Chaianun Damrongrat is an author.

Publications

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Title Keyword(s) Published in Language DateThis property is a special property in this wiki. Abstract R C
Article Recommendation Based on a Topic Model for Wikipedia Selection for Schools Latent Dirichlet Allocation (LDA)
Wikipedia
Content-based filtering
Educational Web contents
Recommender system
English 2008 0 0
Article recommendation based on a topic model for Wikipedia Selection for Schools Content-based filtering
Educational Web contents
Latent Dirichlet Allocation (LDA)
Recommender system
Wikipedia
Lecture Notes in Computer Science English 2008 The 2007 Wikipedia Selection for Schools is a collection of 4,625 selected articles from Wikipedia as educational for children. Users can currently access articles within the collection via two different methods: (1) by browsing on either a subject index or a title index sorted alphabetically, and (2) by following hyperlinks embedded within article pages. These two retrieval methods are considered static and subjected to human editors. In this paper, we apply the Latent Dirichlet Allocation (LDA) algorithm to generate a topic model from articles in the collection. Each article can be expressed by a probability distribution on the topic model. We can recommend related articles by calculating the similarity measures among the articles' topic distribution profiles. Our initial experimental results showed that the proposed approach could generate many highly relevant articles, some of which are not covered by the hyperlinks in a given article. 0 0