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文章基本信息

  • 标题:Learning Forum Posts Topic Discovery and Its Application in Recommendation System
  • 其他标题:Learning Forum Posts Topic Discovery and Its Application in Recommendation System
  • 本地全文:下载
  • 作者:Changri Luo ; Tingting He ; Xinhua Zhang
  • 期刊名称:Journal of Software
  • 印刷版ISSN:1796-217X
  • 出版年度:2015
  • 卷号:10
  • 期号:4
  • 页码:392-402
  • DOI:10.17706/jsw.10.4.392-402
  • 出版社:Academy Publisher
  • 摘要:What a network learner post on a network learning forum directly reflects the learners’ need during from the network learning process. The network learning supporting service could be greatly improved with mining topics from the forum posts. For this purpose, this paper employs the Learner-Topic (LT) model to mine learners’ posts and discover the topics. The results from the model are used to search the learners who have the same learning interest and recommend the learning resources in a recommendation system.
  • 其他关键词:Network learner, topic model, LT model, post, recommendation.
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