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Research on the Construction of a Public Vocational Training Curriculum Model for the Acquisition of Big Data Utilization Technology

Research Project

Project/Area Number 18K13254
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 09070:Educational technology-related
Research Institution独立行政法人高齢・障害・求職者雇用支援機構職業能力開発総合大学校(能力開発院、基盤整備センター)

Principal Investigator

ENDO Masaki  独立行政法人高齢・障害・求職者雇用支援機構職業能力開発総合大学校(能力開発院、基盤整備センター), 能力開発院, 准教授 (00648967)

Project Period (FY) 2018-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2020: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2019: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2018: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords公共職業訓練 / 技能科学 / ビッグデータ利活用 / 第四次産業革命 / ビッグデータ利活用技術 / 職業訓練 / カリキュラムモデル / クラウドコンピューティング / ラーニング・ファクトリー / 時系列分析 / ビッグデータ
Outline of Final Research Achievements

This study developed a curriculum model for the human resource development of big data utilization engineers targeting practical engineers at manufacturing sites and deployed it in public vocational training. In particular, we developed a curriculum for vocational training instructors that enables them to acquire the elemental technologies necessary to respond to the 4th Industrial Revolution and conducted training for vocational training instructors. By developing a training curriculum for vocational training instructors, we made it possible to create human resources to guide public vocational training, which will play an essential role in recurrent education in the future.

Academic Significance and Societal Importance of the Research Achievements

我が国の公共職業訓練では、第四次産業革命に伴う産業構造の転換期に対応した実践技術者の人材育成を行うカリキュラムモデルが構築されていない。そのため、第四次産業革命による産業構造等の将来変化を包括し技能・技術の変化に対応した生産性向上と新たな価値の創造に結び付ける職業訓練が必要である。本研究により職業訓練によるビッグデータ利活用技術者の人材育成が進むことで、我が国がグローバルに高付加価値なシステムを提供し続けられる産業として、ものづくり立国の再興の一助となる成果が期待できる。

Report

(5 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (44 results)

All 2021 2020 2019 2018 Other

All Journal Article (6 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 6 results,  Open Access: 3 results) Presentation (35 results) (of which Int'l Joint Research: 22 results,  Invited: 1 results) Book (1 results) Remarks (2 results)

  • [Journal Article] Spot extraction and analysis using an automatic detection method of tourist spots using SNS2021

    • Author(s)
      Takahashi Munenori, Endo Masaki, Ohno Shigeyoshi, Hirota Masaharu, Ishikawa Hiroshi
    • Journal Title

      International Journal of Intelligent Information and Database Systems

      Volume: Volume 15Issue 12022 Pages: 6-27

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Numerical estimation of new COVID-19 positive cases using time series analysis by machine learning2021

    • Author(s)
      Takamori Yusuke, Watanabe Riku, Kato Daiju, Endo Masaki, Ishikawa Hiroshi
    • Journal Title

      MEDES '21: Proceedings of the 13th International Conference on Management of Digital EcoSystems

      Volume: 1 Pages: 153-159

    • DOI

      10.1145/3444757.3485171

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Estimating the best time to see cherry blossoms using SNS and time-series forecasting of tweet numbers using machine learning2021

    • Author(s)
      Horikawa Tomonari, Takahashi Munenori, Endo Masaki, Ohno Shigeyoshi, Hirota Masaharu, Ishikawa Hiroshi
    • Journal Title

      15th International Workshop on Informatics (IWIN2021) Proceedings

      Volume: 1 Pages: 37-44

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Analytical Method using Geotagged Tweets Developed for Tourist Spot Extraction and Real-time Analysis2021

    • Author(s)
      ENDO Masaki, TAKAHASHI Munenori, HIROTA Masaharu, IMAMURA Makoto, ISHIKAWA Hiroshi
    • Journal Title

      International Journal of Informatics Society

      Volume: 12 Pages: 157-165

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] ドイツにおける職業訓練のデジタル化に関する取り組み -ドイツ調査報告-2020

    • Author(s)
      遠藤雅樹, 佐藤崇志, 今村誠, 谷口雄治, 佐々木建太, 菅沼啓, 高橋秀誠
    • Journal Title

      技能科学研究 論文誌

      Volume: 37 Pages: 1-6

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Best-time Estimation Method using Information Interpolation for Sightseeing Spots2018

    • Author(s)
      Masaki Endo,Masaharu Hirota,Shigeyoshi Ohno,Hiroshi Ishikawa
    • Journal Title

      Internetional Journal of Informatics Society (IJIS)

      Volume: 10 Pages: 97-105

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Numerical estimation of new COVID-19 positive cases using time series analysis by machine learning2021

    • Author(s)
      Takamori Yusuke, Watanabe Riku, Kato Daiju, Endo Masaki, Ishikawa Hiroshi
    • Organizer
      MEDES '21
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estimating the best time to see cherry blossoms using SNS and time-series forecasting of tweet numbers using machine learning2021

    • Author(s)
      Horikawa Tomonari, Takahashi Munenori, Endo Masaki, Ohno Shigeyoshi, Hirota Masaharu, Ishikawa Hiroshi
    • Organizer
      15th International Workshop on Informatics (IWIN2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automatic detection of tourist spots and best-time estimation using social network services2020

    • Author(s)
      TAKAHASHI Munenori, ENDO Masaki, OHNO Shigeyoshi, HIROTA Masaharu, ISHIKAWA Hiroshi
    • Organizer
      International Workshop on Informatics (IWIN2020)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] To estimate a specific position related to an event2020

    • Author(s)
      TOYOSHIMA Takuma, ENDO Masaki, KIKUCHI Takuo, OHNO Shigeyoshi, ISHIKAWA Hiroshi
    • Organizer
      International Workshop on Informatics (IWIN2020)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Automatic detection method of tourist spots using SNS2020

    • Author(s)
      TAKAHASHI Munenori, ENDO Masaki, OHNO Shigeyoshi, HIROTA Masaharu, ISHIKAWA Hiroshi
    • Organizer
      the 10th International Conference on Web Intelligence, Mining and Semantics (WIMS'20)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Estimating Deflation Representing People Spreading in Stream Data,2020

    • Author(s)
      TOYOSHIMA Takuma, ENDO Masaki, KIKUCHI Takuo, OHNO Shigeyoshi, ISHIKAWA Hiroshi
    • Organizer
      the 10th International Conference on Web Intelligence, Mining and Semantics (WIMS'20)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] 海外における第4次産業革命に対応した職業訓練等の調査報告2020

    • Author(s)
      佐藤崇志,遠藤雅樹
    • Organizer
      第58回職業能力開発研究会
    • Related Report
      2019 Research-status Report
  • [Presentation] Motion Analysis Using Machine Learning for Vocational Training Support2020

    • Author(s)
      Haruka Kataoka, Masahiro Yokoyama, Masaki Endo, Norikatsu Fujita, Hideyo Tsukazaki, Hiroshi Ishikawa
    • Organizer
      The Twelfth International Conference on Advances in Multimedia (MMEDIA 2020)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Examination of Skills and Technique Visualization System Using Big Data Analysis for Vocational Skills Development2020

    • Author(s)
      Masaki Endo, Masaharu Hirota, Makoto Imamura, Hiroshi Ishikawa
    • Organizer
      The Eighteenth Annual Hawaii International Conference on Education
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Tourism application with CNN-Based Classification specialized for cultural information2019

    • Author(s)
      Takuma Hiortsu, Masaharu Hirota, Tetsuya Araki, Masaki Endo, Hiroshi Ishikawa
    • Organizer
      iiWAS2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] SNSデータを利用した観光スポットのリアルタイムな状況抽出手段の検討2019

    • Author(s)
      髙橋宗甫,遠藤雅樹,大野成義,廣田雅春,石川博
    • Organizer
      PTUフォーラム2019 第27回職業能力開発研究発表講演会
    • Related Report
      2019 Research-status Report
  • [Presentation] ストリームデータからイベント収束を表すデフレーションを検出する手法の提案2019

    • Author(s)
      豊島拓磨,大野成義,遠藤雅樹,菊池拓男
    • Organizer
      PTUフォーラム2019 第27回職業能力開発研究発表講演会
    • Related Report
      2019 Research-status Report
  • [Presentation] 技能五輪における訓練計画と最適化問題について2019

    • Author(s)
      山下龍生,菊池拓男,遠藤雅樹
    • Organizer
      PTUフォーラム2019 第27回職業能力開発研究発表講演会
    • Related Report
      2019 Research-status Report
  • [Presentation] Applications of Generalized Difference Method for Hypothesis Generation to Social Big Data in Concept and Real Spaces2019

    • Author(s)
      Hiroshi Ishikawa, Daiju Kato, Masaki Endo, Masaharu Hirota
    • Organizer
      The 11th International Conference on Management of Digital EcoSystems (MEDES’19)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Generating Distributed Representation of User Movement for Extracting Detour Spots2019

    • Author(s)
      Masaharu Hirota, Tetsuya Oda, Masaki Endo, Hiroshi Ishikawa
    • Organizer
      The 11th International Conference on Management of Digital EcoSystems (MEDES’19)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] SNSによるFITとGITの分類手法の提案2019

    • Author(s)
      喬 冠語,廣田 雅春,荒木 徹也,遠藤 雅樹,石川 博
    • Organizer
      ARG 第15回Webインテリジェンスとインタラクション研究会
    • Related Report
      2019 Research-status Report
  • [Presentation] To detect a deflation representing an event convergence in stream data2019

    • Author(s)
      Shigeyoshi Ohno,Takuma Toyoshima,Masaki Endo,Takuo Kikuchi
    • Organizer
      International Workshop on Informatics 2019 (IWIN2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Examination of analysis method based on location information and time series change using geotagged tweet for regional analysis2019

    • Author(s)
      Masaki Endo,Masaharu Hirota,Makoto Imamura,Hiroshi Ishikawa
    • Organizer
      International Workshop on Informatics 2019(IWIN2019)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 位置情報付きツイートを用いた観光地周辺の迷いやすいスポットの発見2019

    • Author(s)
      鈴木亮平,廣田雅春,荒木徹也,遠藤雅樹,石川博
    • Organizer
      第169回データベースシステム・第136回情報基礎とアクセス技術合同研究発表会
    • Related Report
      2019 Research-status Report
  • [Presentation] SNSデータを利用した観光スポットのリアルタイムな状況抽出手段の検討2019

    • Author(s)
      髙橋宗甫,遠藤雅樹,大野成義,廣田雅春,石川博
    • Organizer
      観光情報学会 第16回全国大会
    • Related Report
      2019 Research-status Report
  • [Presentation] Towards Construction of an Explanation Framework for Whole Processes of Data Analysis Applications: Concepts and Use Cases2019

    • Author(s)
      Hiroshi Ishikawa,Yukio Yamamoto,Masaharu Hirota,Masaki Endo
    • Organizer
      The Eleventh International Conference on Advances in Multimedia (MMEDIA 2019)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Identifying Obscure Venues Using Classification of User Reviews,The Eleventh International Conference on Advances in Multimedia2019

    • Author(s)
      Masaharu Hirota,Masaki Endo,Hiroshi Ishikawa
    • Organizer
      The Eleventh International Conference on Advances in Multimedia (MMEDIA 2019)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Regional Analysis Based on Location Information and Time Series Change Using Geotagged Tweets2019

    • Author(s)
      Masaki Endo,Shigeyoshi Ohno,Masaharu Hirota,Tetsuya Araki,Hiroshi Ishikawa
    • Organizer
      The Eleventh International Conference on Advances in Multimedia (MMEDIA 2019)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] カーシェアリングデータを用いた利用者の訪問地の分析2019

    • Author(s)
      福島秀敏,廣田雅春,荒木徹也,遠藤雅樹,石川博
    • Organizer
      第11回データ工学と情報マネジメントに関するフォーラム (DEIM2019)
    • Related Report
      2018 Research-status Report
  • [Presentation] Adaptive Method for Trends in Ranking of Tourist Spots2019

    • Author(s)
      Yusaku Takano,Masaharu Hirota,Daiju Kato,Tetsuya Araki,Masaki Endo,Hiroshi Ishikawa
    • Organizer
      The Eleventh International Conference on Advanced Geographic Information Systems, Applications, and Services (GEOProcessing 2019)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Proposal for Discovering Hotspots using 3D Coordinates from Geo-tagged Photographs2019

    • Author(s)
      Masaharu Hirota,Masaki Endo,Hiroshi Ishikawa
    • Organizer
      The Eleventh International Conference on Advanced Geographic Information Systems, Applications, and Services (GEOProcessing 2019)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis of the Difference of Movement Trajectory by Residents and Tourists using Geotagged Tweet2019

    • Author(s)
      Shintaro Fujii,Masaharu Hirota,Daiju Kato,Tetsuya Araki,Masaki Endo,Hiroshi Ishikawa
    • Organizer
      The Eleventh International Conference on Advanced Geographic Information Systems, Applications, and Services (GEOProcessing 2019)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 大野成義,菊池拓男,遠藤雅樹2018

    • Author(s)
      技能競技大会における評価について
    • Organizer
      PTUフォーラム2018 第26回職業能力開発研究発表講演会
    • Related Report
      2018 Research-status Report
  • [Presentation] 技能五輪訓練データの科学的分析と最適な訓練計画について2018

    • Author(s)
      山下龍生,菊池拓男,遠藤雅樹
    • Organizer
      PTUフォーラム2018 第26回職業能力開発研究発表講演会
    • Related Report
      2018 Research-status Report
  • [Presentation] 技能五輪国際大会における選手強化策に関する考察2-技能データ分析官の育成-2018

    • Author(s)
      菊池拓男,遠藤雅樹,山下龍生,羽田野建
    • Organizer
      PTUフォーラム2018 第26回職業能力開発研究発表講演会
    • Related Report
      2018 Research-status Report
  • [Presentation] Predicting User Gender on Social Media Sites Using Geographical Information2018

    • Author(s)
      Rio Miura,Masaharu Hirota,Daiju Kato,Tetsuya Araki,Masaki Endo,Hiroshi Ishikawa
    • Organizer
      The 10th International Conference on Management of Emergent Digital EcoSystems (MEDES'18)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Generalized Difference Method for Generating Integrated Hypotheses in Social Big Data2018

    • Author(s)
      Hiroshi Ishikawa,Daiju Kato,Endo Masaki,Masaharu Hirota
    • Organizer
      The 10th International Conference on Management of Emergent Digital EcoSystems (MEDES'18)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Visualization of skills and techniques using big data analysis in vocational skill development2018

    • Author(s)
      Masaki Endo,Takuo Kikuchi,Shigeyoshi Ohno,Makoto Imamura,Hiroshi Ishikawa
    • Organizer
      International Workshop on Informatics 2018 (IWIN2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 口コミサイトにおける有益なレビューの特徴の分析2018

    • Author(s)
      光井孝志,廣田雅春,加藤大受,遠藤雅樹,荒木徹也,石川博
    • Organizer
      観光情報学会 第15回全国大会
    • Related Report
      2018 Research-status Report
  • [Presentation] FlickrとGoogle Cloud Vision API を用いた地域活性化度合いの分析2018

    • Author(s)
      廣津卓磨,遠藤雅樹,廣田雅春,加藤大受,荒木徹也,石川博
    • Organizer
      観光情報学会 第15回全国大会
    • Related Report
      2018 Research-status Report
  • [Book] 技能科学入門 ものづくりの技能を科学する2018

    • Author(s)
      PTU技能科学研究会編(共著)
    • Total Pages
      140
    • Publisher
      日科技連出版社
    • ISBN
      9784817196408
    • Related Report
      2018 Research-status Report
  • [Remarks] 第4次産業革命に対応した公共職業訓練で求められる訓練内容等の整理・分析

    • URL

      https://www.tetras.uitec.jeed.or.jp/research/detail?id=1057

    • Related Report
      2019 Research-status Report
  • [Remarks]

    • URL

      http://www.uitec.jeed.or.jp/schoolguide/teacher/t00069/index.html

    • Related Report
      2018 Research-status Report

URL: 

Published: 2018-04-23   Modified: 2023-01-30  

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