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Finding Metadata Vocabularies and Support Designing Metadata Schemas by Existing Usage Examples in Linked Data Environment

Research Project

Project/Area Number 15K00444
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Library and information science/Humanistic social informatics
Research InstitutionUniversity of Tsukuba

Principal Investigator

Nagamori Mitsuharu  筑波大学, 図書館情報メディア系, 講師 (60272209)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywordsメタデータ / メタデータスキーマ / Semantic Web / Linked Data / Linked Open Data / セマンティックWeb / LInked Open Data
Outline of Final Research Achievements

Metadata vocabularies define a set of terms and are widely used to describe LOD. However, the definitions of terms in metadata vocabulary lack specific examples that practically show how to use the term. Therefore, it is not easy to interpret and select the terms in metadata vocabularies. This paper proposes an approach of creating specific usage examples of metadata vocabularies using existing LOD datasets. The results of analysis on our created usage examples show that it is necessary to evaluate them and provide useful information for understanding the usage of metadata vocabularies, e.g., frequency of appearance of the term, category of the term.
We also considered difficulties to understand metadata schema as cause that datasets are not
utilized . In other to solve it we developed a method for estimating a domain model from metadata instances. Then we evaluated our method to compare correct domain model generated manually with one generated by our method.

Report

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

    (5 results)

All 2018 2017 2016

All Presentation (5 results) (of which Int'l Joint Research: 1 results)

  • [Presentation] アプリケーション開発事例を用いたLODデータセットの探索支援2018

    • Author(s)
      山中勇樹, 三原鉄也, 永森光晴, 杉本重雄
    • Organizer
      人工知能学会 第44回セマンティックウェブとオントロジー研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] SPARQL Endpointを利用したメタデータインスタンスに基づくドメインモデル推定2017

    • Author(s)
      金城良大、永森光晴、三原鉄也、杉本重雄
    • Organizer
      第41回セマンティックウェブとオントロジー研究会
    • Place of Presentation
      福岡県福岡市 休暇村志賀島
    • Year and Date
      2017-02-26
    • Related Report
      2016 Research-status Report
  • [Presentation] Estimating Domain Models from Metadata Instances to Improve Usability of LOD Datasets2017

    • Author(s)
      Ryouta Kinjou, Mitsuharu Nagamori, Shigeo Sugimoto
    • Organizer
      DCMI International Conference on Dublin Core and Metadata Applications 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Linked Open Dataを利用したメタデータ語彙の用法理解のための用例作成2016

    • Author(s)
      二十歩亮介、本間維、永森光晴、杉本重雄
    • Organizer
      2016年度人工知能学会全国大会
    • Place of Presentation
      福岡県北九州市 北九州国際会議場
    • Year and Date
      2016-06-06
    • Related Report
      2016 Research-status Report
  • [Presentation] Linked Open Dataを利用したメタデータ語彙の用法理解のための用例作成2016

    • Author(s)
      二十歩亮介, 本間維, 永森光晴, 杉本重雄
    • Organizer
      2016年度人工知能学会全国大会
    • Place of Presentation
      北九州国際会議場(福岡県北九州市)
    • Year and Date
      2016-06-06
    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2019-03-29  

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