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文章基本信息

  • 标题:PIFA: Designing a Personalized Information Filtering Algorithm for Knowledge Management Systems
  • 本地全文:下载
  • 作者:Olusegun Folorunso ; Rebecca Olufunke Vincent ; Oni Oluwaseyi Akanji
  • 期刊名称:Annals. Computer Science Series
  • 印刷版ISSN:1583-7165
  • 电子版ISSN:2065-7471
  • 出版年度:2010
  • 卷号:8
  • 期号:2
  • 页码:145-159
  • 出版社:Mirton Publishing House, Timisoara
  • 摘要:A study on the concept of “personalized information filtering” system was carried out. Natural Language Processing (NLP) was used to tag the words, and metrics such as TF-IDF was used to weigh each term in the document. Relevance feedback was used to get users’ judgments. The approach promises to push relevant information directly to the user in a timely and efficient manner
  • 关键词:Knowledge; Knowledge Management; Information;filtering; Natural Language Processing; Vector Space Model
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