Article Recommendation based on a Topic Model for Wikipedia Selection for Schools
Authors | Choochart Haruechaiyasak Chaianun Damrongrat |
|---|---|
Publication date | 2008 |
DOI | 10.1007/978-3-540-89533-6_39 |
Links | Original |
Article Recommendation based on a Topic Model for Wikipedia Selection for Schools - scientific work related to Wikipedia quality published in 2008, written by Choochart Haruechaiyasak and Chaianun Damrongrat.
Overview
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, authors 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. Authors can recommend related articles by calculating the similarity measures among the articles' topic distribution profiles. Authors 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.
Embed
Wikipedia Quality
Haruechaiyasak, Choochart; Damrongrat, Chaianun. (2008). "[[Article Recommendation based on a Topic Model for Wikipedia Selection for Schools]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-540-89533-6_39.
English Wikipedia
{{cite journal |last1=Haruechaiyasak |first1=Choochart |last2=Damrongrat |first2=Chaianun |title=Article Recommendation based on a Topic Model for Wikipedia Selection for Schools |date=2008 |doi=10.1007/978-3-540-89533-6_39 |url=https://wikipediaquality.com/wiki/Article_Recommendation_based_on_a_Topic_Model_for_Wikipedia_Selection_for_Schools |journal=Springer, Berlin, Heidelberg}}
HTML
Haruechaiyasak, Choochart; Damrongrat, Chaianun. (2008). "<a href="https://wikipediaquality.com/wiki/Article_Recommendation_based_on_a_Topic_Model_for_Wikipedia_Selection_for_Schools">Article Recommendation based on a Topic Model for Wikipedia Selection for Schools</a>". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-540-89533-6_39.
