• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

The feature selection focused on a latent semantic in a document set

Research Project

Project/Area Number 20860085
Research Category

Grant-in-Aid for Young Scientists (Start-up)

Allocation TypeSingle-year Grants
Research Field System engineering
Research InstitutionTokyo Metropolitan College of Industrial Technology

Principal Investigator

YOKOI Takeru  Tokyo Metropolitan College of Industrial Technology, ものづくり工学科, 助教 (40469573)

Project Period (FY) 2008 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥3,289,000 (Direct Cost: ¥2,530,000、Indirect Cost: ¥759,000)
Fiscal Year 2009: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2008: ¥1,729,000 (Direct Cost: ¥1,330,000、Indirect Cost: ¥399,000)
Keywordsテキストマイニング / トピック抽出 / 特徴量抽出 / 自然言語処理 / 情報フィルタリング
Research Abstract

The novel feature selection, i.e.an index words selection, based on a latent semantic (topic), for a large document set has been proposed in this study. The combination of topics among divided document sets was especially focused to obtain topics from a large document set, so that our proposal could extract a similar topic with the topic from a large document set with an extraction directly. In addition, the index words selected based on the above topics are confirmed to be efficient by the application of an information filtering with a user's interest.

Report

(3 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report
  • Research Products

    (8 results)

All 2010 2009

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (6 results)

  • [Journal Article] Information Filtering using Index Word Selection based on the Topics2009

    • Author(s)
      T. YOKOI, H. YANAGIMOTO, S. OMATU
    • Journal Title

      International Journal of Information Technology Vol.5,No.2

      Pages: 81-87

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Information Filtering using Index Word Selection based on the Topics2009

    • Author(s)
      T.YOKOI, H.YANAGIMOTO, S.OMATU
    • Journal Title

      International Journal of Information Technology Vol.5 No.2

      Pages: 81-87

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] 分割文書データのNMFによるトピック抽出2010

    • Author(s)
      筒井昌彦, 横井健
    • Organizer
      情報処理学会全国大会
    • Place of Presentation
      東京
    • Year and Date
      2010-03-05
    • Related Report
      2009 Annual Research Report
  • [Presentation] Topic Extraction for a Large Document Sets with the Topic Integration2010

    • Author(s)
      T.YOKOI, H.YANAGIMOTO
    • Organizer
      The 3rd International Conference on Knowledge Discovery and Data Mining
    • Place of Presentation
      Phuket, Thailand
    • Year and Date
      2010-01-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] Topic Extraction for a Large Document Sets with Topic Integration2010

    • Author(s)
      T. YOKOI, H. YANAGIMOTO
    • Organizer
      The 3rd International Conference on Knowledge Discovery and Data Mining (WKDD2010)
    • Related Report
      2009 Final Research Report
  • [Presentation] Topic Extraction from Divided Document Sets2009

    • Author(s)
      横井健
    • Organizer
      5th International Conference on Web Information Systems and Technologies
    • Place of Presentation
      Lisbon, Portugal
    • Year and Date
      2009-03-24
    • Related Report
      2008 Annual Research Report
  • [Presentation] Information Filtering using Index Word Selection based on the Topics2009

    • Author(s)
      横井健
    • Organizer
      World Congress on Science, Engineering and Technology 2009
    • Place of Presentation
      Penang, Malaysia
    • Year and Date
      2009-02-27
    • Related Report
      2008 Annual Research Report
  • [Presentation] Topic Extraction from Divided Document Sets2009

    • Author(s)
      T. YOKOI, H. Yanagimoto
    • Organizer
      The 5th International Conference on Web Information Systems and Technologies (WEBIST2009)
    • Place of Presentation
      Book of Abstract
    • Related Report
      2009 Final Research Report

URL: 

Published: 2008-04-01   Modified: 2016-04-21  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi