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Developing a Document Retrieval Technique Using Improved Co-citation Networks

Research Project

Project/Area Number 26730163
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Library and information science/Humanistic social informatics
Research InstitutionGakushuin Women's College

Principal Investigator

ETO Masaki  学習院女子大学, 国際文化交流学部, 准教授 (10584807)

Project Period (FY) 2014-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2016: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2015: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords情報図書館学 / 情報システム / 情報検索 / 共引用 / 引用索引 / 文脈情報 / ネットワーク / 情報推薦
Outline of Final Research Achievements

This research developed a novel document retrieval technique based on co-citation networks that were improved by word-based linkages. Specifically, this research proposed two ideas: 'satellite documents' and 'rough co-citation' as keys to effectively enlarge co-citation networks. Results of the information retrieval experiments showed that the proposed retrieval methods, which used co-citation networks enlarged by these ideas, outperformed a baseline retrieval method using original co-citation networks.

Report

(5 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (5 results)

All 2017 2016 2015

All Presentation (4 results) (of which Int'l Joint Research: 4 results) Book (1 results)

  • [Presentation] Increasing Source Documents of Rough Co-citation to Expand Co-citation Networks for Scientific Paper Searches2017

    • Author(s)
      Masaki Eto
    • Organizer
      METRICS 2017: Workshop on Informetric and Scientometric Research (ASIS&T Annual Meeting)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Rough Co-citation as a Measure of Relationship to Expand Co-citation Networks for Scientific Paper Searches2016

    • Author(s)
      Masaki Eto
    • Organizer
      79th ASIS&T Annual Meeting
    • Place of Presentation
      Copenhagen (Denmark)
    • Year and Date
      2016-10-14
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Incorporating Satellite Documents into Co-citation Networks for Scientific Paper Searches2016

    • Author(s)
      Masaki Eto
    • Organizer
      Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL) co-located with the Joint Conference on Digital Libraries 2016 (JCDL 2016)
    • Place of Presentation
      Newark (USA)
    • Year and Date
      2016-06-23
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Combination Effects of Word-based and Extended Co-citation Search Algorithms2015

    • Author(s)
      Masaki Eto
    • Organizer
      15th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2015)
    • Place of Presentation
      Knoxville (USA)
    • Year and Date
      2015-06-21
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Book] 利用に基づく情報の組織化 (図書館は市民と本・情報をむすぶ. 池谷のぞみ・安形麻理・須賀千絵編著)2015

    • Author(s)
      江藤正己
    • Total Pages
      372
    • Publisher
      勁草書房
    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2019-03-29  

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