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Securing reliability in extracting minor topics from the Web

Research Project

Project/Area Number 15K00426
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Web informatics, Service informatics
Research InstitutionKyushu University

Principal Investigator

Nakatoh Tetsuya  九州大学, 情報基盤研究開発センター, 助教 (20253502)

Co-Investigator(Kenkyū-buntansha) 廣川 佐千男  九州大学, 情報基盤研究開発センター, 教授 (40126785)
池田 大輔  九州大学, 学内共同利用施設等, 助教授 (00294992)
山田 泰寛  島根大学, 総合理工学研究科, 助教 (50529609)
Project Period (FY) 2015-10-21 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2017: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2016: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2015: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywordsマイナートピック / 低頻度語 / 信頼性 / 学術情報 / 学術論文 / 引用分析 / 観光情報 / Infrequent Word / Bibliometrics / Tourism Information / Citation Count / マイナー / 計量書誌学 / 引用数 / Infrequent Word / Bibliometrics / Tourism Information / Citation Count / 統計書誌学
Outline of Final Research Achievements

Regarding extraction of minor information (1) Tourist information written on the blog (2) Academic paper information obtained from the website of academic paper information was analyzed. Regarding (1), attention was focused on the low frequency word extracted as a tourism resource candidate included in the sightseeing blog and its background was analyzed, showing that there are two types of appearance tendencies. As for (2), we showed the effectiveness by proposing a new evaluation index limited to the number of citations from a specific area meeting the research purpose, and an evaluation index not using the cited number. In addition, by emphasizing the papers located at positions connecting important research, we constructed a system that appropriately visualizes the flow of research. It became possible to search and analyze documents including minor articles.

Report

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

    (18 results)

All 2018 2017 2016 2015

All Journal Article (2 results) (of which Peer Reviewed: 2 results,  Open Access: 1 results) Presentation (16 results) (of which Int'l Joint Research: 16 results,  Invited: 1 results)

  • [Journal Article] Quality classification of academic papers using their attributes2018

    • Author(s)
      Tetsuya Nakatoh, Sachio Hirokawa, Toshiro Minami, Takeshi Nanri, and Miho Funamori
    • Journal Title

      Journal of "Artificial Life and Robotics"

      Volume: 未定

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Performance Comparison on Automated Generation of Coding Rules: A Case Study on ISO 260002017

    • Author(s)
      Tetsuya Nakatoh, Satoru Uchida, Emi Ishita, and Toru Oga
    • Journal Title

      International Journal of Service and Knowledge Management

      Volume: 1(1)

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] Assessment of Doctoral Supervision of International Students2018

    • Author(s)
      Kumiko Kanekawa, Tetsuya Nakatoh, Takahiko Suzuki, and Sachio Hirokawa
    • Organizer
      The Seventh Edition of the International Conference 'New Perspectives in Science Education'
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Reducing Computational Effort for Plagiarism Detection with Approximate String Matching2018

    • Author(s)
      Tetsuya Nakatoh, Toshiro Minami
    • Organizer
      The 3rd International Conference on Soft Computing and Data Mining 2018 (SCDM 2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Weighting of Noun Phrases Based on Local Frequency of Nouns2018

    • Author(s)
      Yasuhiro Yamada, Yuusuke Himeno and Tetsuya Nakatoh
    • Organizer
      The 3rd International Conference on Soft Computing and Data Mining 2018 (SCDM 2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Assessing the Significance of Scholarly Articles using their Attributes2017

    • Author(s)
      Tetsuya Nakatoh, Sachio Hirokawa, Toshiro Minami, Takeshi Nanri, and Miho Funamori
    • Organizer
      The 22nd International Symposium on Artificial Life and Robotics (AROB2017)
    • Place of Presentation
      Beppu, Oita, Japan
    • Year and Date
      2017-01-19
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Cluster Analysis of Scientific Citation Context2017

    • Author(s)
      Tetsuya Nakatoh, Kenta Nagatani, Kumiko Kanekawa, Takahiro Suzuki, Sachio Hirokawa
    • Organizer
      The 19th International Conference on Information Integration and Web-based Applications & Services (iiWAS2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analyzing Researcher Stage with Last Authorship Ratio: Who is the last author of your paper?2017

    • Author(s)
      Kumiko Kanekawa, Tetsuya Nakatoh, Takahiko Suzuki, and Sachio Hirokawa
    • Organizer
      The 6th International Congress on Advanced Applied Informatics (IIAI-AAI2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis of the Quality of Academic Papers by the Words in Abstracts2017

    • Author(s)
      Tetsuya Nakatoh, Kenta Nagatani, Toshiro Minami, Sachio Hirokawa, Takeshi Nanri, and Miho Funamori
    • Organizer
      The 19th International Conference on Human-Computer Interaction (HCI International 2017)
    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Plagiarism Detection Using Score Vectors Weighted by Distributed Representation of Words2017

    • Author(s)
      Kensuke Baba, Tetsuya Nakatoh, and Toshiro Minami
    • Organizer
      The 19th International Conference on Human-Computer Interaction (HCI International 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Survey Method of Related Research based on Citation Relations2017

    • Author(s)
      Tetsuya Nakatoh
    • Organizer
      APSCIT 2017 Annual Meeting
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] A Visual Citation Search Engine2016

    • Author(s)
      Tetsuya Nakatoh, Hayato Nakanishi, Toshiro Minami, Kensuke Baba, and Sachio Hirokawa
    • Organizer
      The 18th International Conference on Human-Computer Interaction (HCII2016)
    • Place of Presentation
      Toronto, Canada
    • Year and Date
      2016-07-17
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Bibliometric Search with Focused Citation Ratios2016

    • Author(s)
      Tetsuya Nakatoh, Hayato Nakanishi, Toshiro Minami, Kensuke Baba, and Sachio Hirokawa
    • Organizer
      The 7th International Conference on E-Service and Knowledge Management (ESKM 2016)
    • Place of Presentation
      Kumamoto, Japan
    • Year and Date
      2016-07-10
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis of Infrequent Words in Tourism Blogs2016

    • Author(s)
      Tetsuya Nakatoh, Kiyota Hashimoto, and Sachio Hirokawa
    • Organizer
      The 21st International Symposium on Artificial Life and Robotics
    • Place of Presentation
      B-Con PLAZA, Beppu, JAPAN
    • Year and Date
      2016-01-20
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Steep Increase Trigger of Citation2016

    • Author(s)
      Tetsuya Nakatoh, Hayato Nakanishi, Kiyota Hashimoto, Toshiro Minami, and Sachio Hirokawa
    • Organizer
      The 21st International Symposium on Artificial Life and Robotics
    • Place of Presentation
      B-Con PLAZA, Beppu, JAPAN
    • Year and Date
      2016-01-20
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Threads and History of Bibliometrics2015

    • Author(s)
      Tetsuya Nakatoh, Hayato Nakanishi, Toshiro Minami, and Sachio Hirokawa
    • Organizer
      The First CiSAP Workshop in conjunction with ICADL2015
    • Place of Presentation
      Yonsei University, Seoul, Korea
    • Year and Date
      2015-12-09
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Accumulated Citation Count as Fertileness of Scientific Article2015

    • Author(s)
      Sachio Hirokawa, Tetsuya Nakatoh, and Hayato Nakanishi
    • Organizer
      The 2015 International Conference on Computational Science and Computational Intelligence
    • Place of Presentation
      Las Vegal, USA
    • Year and Date
      2015-12-07
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Cause Analysis for Steep Increase of Citation2015

    • Author(s)
      Hayato Nakanishi, Tetsuya Nakatoh, and Sachio Hirokawa
    • Organizer
      The Tenth International Conference on Knowledge, Information and Creativity Support Systems
    • Place of Presentation
      Phuket, Thailand
    • Year and Date
      2015-11-12
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research

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Published: 2015-10-21   Modified: 2019-03-29  

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