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Information Extraction from Nanocrystal device development papers and its utilization

Research Project

Project/Area Number 26540165
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Web informatics, Service informatics
Research InstitutionHokkaido University

Principal Investigator

Yoshioka Masaharu  北海道大学, 情報科学研究科, 准教授 (40290879)

Co-Investigator(Kenkyū-buntansha) HARA Shinjiroh  北海道大学, 大学院量子集積エレクトロニクスセンター, 准教授 (50374616)
Project Period (FY) 2014-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2015: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords知識工学 / 知識マネージメント / コーパス / ナノデバイス
Outline of Final Research Achievements

In this project, we have constructed a corpus for extracting useful information related to the experiment of nanocrystal device development (e.g., Source material and parameters) and developed an automatic information extraction system NaDev that tries to extract such information from papers. By using NaDev, we can extract characteristic keywords related to the experiment (e.g., source material, experimental parameter) and these extracted keywords are used for calculating similarity among different papers and information retrieval system that have query construction support. In this project, we proposed a figure retrieval system that uses such parameter information as query.

Report

(3 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • Research Products

    (10 results)

All 2016 2015 2014 Other

All Int'l Joint Research (1 results) Journal Article (5 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 5 results,  Open Access: 4 results,  Acknowledgement Compliant: 4 results) Presentation (3 results) (of which Invited: 1 results) Remarks (1 results)

  • [Int'l Joint Research] University of Southampton(英国)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] NaDev: An Annotated Corpus to Support Information Extraction from Research Papers on Nanocrystal Devices2016

    • Author(s)
      Thaer M. Dieb, Masaharu Yoshioka, and Shinjiroh Hara
    • Journal Title

      Journal of Information Processing

      Volume: 24

    • NAID

      130005151515

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Framework for automatic information extraction from research papers on nanocrystal devices2015

    • Author(s)
      Thaer M. Dieb, Masaharu Yoshioka, Shinjiroh Hara, and Marcus C. Newton
    • Journal Title

      Beilstein Journal of Nanotechnology

      Volume: 6 Pages: 1872-1882

    • DOI

      10.3762/bjnano.6.190

    • NAID

      120005665829

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Extraction of Chemical and Drug Named Entities by Ensemble Learning Using Chemical NER Tools Based on Different Extraction Guidelines2015

    • Author(s)
      Thaer M. Dieb and Masaharu Yoshioka
    • Journal Title

      Transactions on Machine Learning and Data Mining

      Volume: 8 Pages: 61-76

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] The CHEMDNER corpus of chemicals and drugs and its annotation principles.2015

    • Author(s)
      Krallinger, Martin 他52名(含む Yoshioka, Masaharu)
    • Journal Title

      Journal of Cheminformatics

      Volume: Vol. 7, No. Suppl 1, S2 Issue: S1

    • DOI

      10.1186/1758-2946-7-s1-s2

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Automatic Annotation of Parameters from Nanodevice Development Research Papers2014

    • Author(s)
      Thaer M. Dieb, Masaharu Yoshioka, Shinjiroh Hara, and C. Marcus Newton
    • Journal Title

      Proceedings of the 4th International Workshop on Computational Terminology (Computerm)

      Pages: 77-85

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] ナノ知識探索プロジェクト:実験記録からの知識発見(第4報)2016

    • Author(s)
      朱 濤, Thaer M. Dieb, 吉岡 真治, 原 真二郎
    • 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
    • Year and Date
      2016-06-06
    • Related Report
      2015 Annual Research Report
  • [Presentation] Automatic Information Extraction of Experiments from Nanocrystal devices Development Papers2015

    • Author(s)
      Masaharu YOSHIOKA, Thaer Dieb, and Shinjiroh HARA
    • Organizer
      Nanoinformatics Workshop 2015
    • Place of Presentation
      Holiday Inn National Airport Hotel
    • Year and Date
      2015-01-26 – 2015-01-28
    • Related Report
      2014 Research-status Report
  • [Presentation] Supporting design and engineering by physical concept ontologies2014

    • Author(s)
      Masaharu Yoshioka
    • Organizer
      The Tenth International Symposium on Tools and Methods of Competitive Engineering (TMCE 2014)
    • Place of Presentation
      Danubius Hotel Helia.
    • Year and Date
      2014-05-19 – 2014-05-23
    • Related Report
      2014 Research-status Report
    • Invited
  • [Remarks] Knowledge Exploratory Project for ...

    • URL

      http://nanoinfo.ist.hokudai.ac.jp/

    • Related Report
      2015 Annual Research Report 2014 Research-status Report

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Published: 2014-04-04   Modified: 2022-01-31  

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