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Dynamic Linkage and Visualization of Associative Networks in Vocabulary Learning

Research Project

Project/Area Number 18K12434
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 02090:Japanese language education-related
Research InstitutionTakushoku University

Principal Investigator

Teraoka Takehiro  拓殖大学, 工学部, 准教授 (30617329)

Project Period (FY) 2018-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2020: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2019: ¥520,000 (Direct Cost: ¥400,000、Indirect Cost: ¥120,000)
Fiscal Year 2018: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords語彙学習 / 学習支援 / 連想情報 / 可視化 / 連想ネットワーク / 動詞 / 日本語 / 動詞連想概念辞書 / 連想語 / 名詞 / 連想 / 教育工学
Outline of Final Research Achievements

In this study, we developed a support system for Japanese language learners to learn vocabulary according to association of words by Japanese native speakers, and evaluated it. The generated question sentences and answer choices were rated by Japanese language teachers, and about 80% of them were found to be suitable as learning support materials. We then asked Japanese language learners to use our system for a certain period of time and analyzed their learning data. As a result, we confirmed the effectiveness of learning by visualization of word associations.

Academic Significance and Societal Importance of the Research Achievements

海外における日本語学習の需要が高い中,自然言語処理技術が日本語学習の支援ツールや教材メディアとして応用されてきている.しかし,他の主要言語と比べると言語・教育研究の成果に基づいた辞書・コーパスや教材の開発は遅れていると考えられている.今日の日本語学習に関する辞書やコーパス,学習支援システムでは,単語の共起情報を用いたものが多く見られる.
本研究では,従来の共起情報ではなく人間が単語について連想した情報(連想情報)を語彙学習に用いている.研究成果の「学習支援の教材」と「学習の効果」に関する評価を通して,学習に連想情報がある程度有効であることを示すことができた.

Report

(6 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (28 results)

All 2023 2022 2020 2019 2018

All Journal Article (10 results) (of which Peer Reviewed: 8 results,  Open Access: 8 results) Presentation (18 results) (of which Int'l Joint Research: 5 results)

  • [Journal Article] Focus Estimation Using Associative Information to_Support Understanding of_Art2022

    • Author(s)
      Yamasaki Shota、Teraoka Takehiro
    • Journal Title

      Design, User Experience, and Usability: Design Thinking and Practice in Contemporary and Emerging Technologies

      Volume: 13323 Pages: 279-288

    • DOI

      10.1007/978-3-031-05906-3_21

    • ISBN
      9783031059056, 9783031059063
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Recent studies on metaphor and metonymy in natural language processing2020

    • Author(s)
      寺岡 丈博
    • Journal Title

      Cognitive Studies: Bulletin of the Japanese Cognitive Science Society

      Volume: 27 Issue: 2 Pages: 227-232

    • DOI

      10.11225/cs.2020.015

    • NAID

      130007855045

    • ISSN
      1341-7924, 1881-5995
    • Year and Date
      2020-06-01
    • Related Report
      2020 Research-status Report
    • Open Access
  • [Journal Article] Construction of Associative Vocabulary Learning System for Japanese Learners2020

    • Author(s)
      Takehiro Teraoka、Tetsuo Yamashita
    • Journal Title

      Proceedings of the 34th Pacific Asia Conference on Language, Information and Computation (PACLIC 34)

      Pages: 294-301

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Deep Case Estimation and Japanese Anaphora Resolution with a Verb-Associative Concept Dictionary2020

    • Author(s)
      ITO Kiyoaki、TERAOKA Takehiro
    • Journal Title

      2020 International Conference on Technologies and Applications of Artificial Intelligence (TAAI)

      Pages: 79-84

    • DOI

      10.1109/taai51410.2020.00023

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Disambiguation of Japanese Idiomatic Expressions Using Bias in Occurrence of Verbs2020

    • Author(s)
      Funato Hirofumi、Teraoka Takehiro
    • Journal Title

      2020 International Conference on Technologies and Applications of Artificial Intelligence (TAAI)

      Pages: 114-118

    • DOI

      10.1109/taai51410.2020.00029

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Shun Ishizaki Fellow2019

    • Author(s)
      寺岡丈博,橋田浩一
    • Journal Title

      Cognitive Studies: Bulletin of the Japanese Cognitive Science Society

      Volume: 26 Issue: 3 Pages: 299-304

    • DOI

      10.11225/jcss.26.299

    • NAID

      130007804259

    • ISSN
      1341-7924, 1881-5995
    • Year and Date
      2019-09-01
    • Related Report
      2019 Research-status Report
    • Open Access
  • [Journal Article] An Investigation of Prosodic Features Related to Next Speaker Selection in Spontaneous Japanese Conversation2019

    • Author(s)
      Yuichi Ishimoto, Takehiro Teraoka, and Mika Enomoto
    • Journal Title

      2019 22nd Conference of the Oriental COCOSDA International Committee for the Co-ordination and Standardisation of Speech Databases and Assessment Techniques (O-COCOSDA)

      Volume: COCOSDA 2019 Pages: 1-5

    • DOI

      10.1109/o-cocosda46868.2019.9041205

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Application of Archery to VR Interface2019

    • Author(s)
      Masasuke Yasumoto and Takehiro Teraoka
    • Journal Title

      HCI International 2019 - Posters. HCII 2019. Communications in Computer and Information Science

      Volume: 1033 Pages: 90-95

    • DOI

      10.1007/978-3-030-23528-4_13

    • ISBN
      9783030235277, 9783030235284
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] CUBISTA: Applying Medical Information to Art2019

    • Author(s)
      Yasumoto Masasuke、Teraoka Takehiro
    • Journal Title

      Proceedings of 17th International Conference of Asia Digital Art and Design (ADADA)

      Pages: 138-142

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] VAIR Field - Multiple Mobile VR Shooting Sports2018

    • Author(s)
      Masasuke Yasumoto and Takehiro Teraoka
    • Journal Title

      Virtual, Augmented and Mixed Reality: Applications in Health, Cultural Heritage, and Industry, Springer

      Volume: 10910 Pages: 235-246

    • DOI

      10.1007/978-3-319-91584-5_19

    • ISBN
      9783319915838, 9783319915845
    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] 状況と発話の対極関係に基づいた皮肉表現の検出2023

    • Author(s)
      塚田晃平,寺岡丈博
    • Organizer
      情報処理学会第85回全国大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 非タスク指向型対話システムにおける関連性を考慮した質問生成2023

    • Author(s)
      千野愛実花,寺岡丈博
    • Organizer
      非タスク指向型対話システムにおける関連性を考慮した質問生成
    • Related Report
      2022 Annual Research Report
  • [Presentation] Relevance-aware Question Generation in Non-task-oriented Dialogue Systems2023

    • Author(s)
      Amika Chino, Takehiro Teraoka
    • Organizer
      25th International Conference on Human-Computer Interaction (HCI International 2023)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 事象の連想と共起性に基づいたマルコフ連鎖による文生成2022

    • Author(s)
      秋山陸,寺岡丈博
    • Organizer
      教育システム情報学会2021年度学生研究発表会
    • Related Report
      2021 Research-status Report
  • [Presentation] 単語置換を用いたBERTによる慣用句曖昧性解消2022

    • Author(s)
      舩藤裕文,寺岡丈博
    • Organizer
      教育システム情報学会2021年度学生研究発表会
    • Related Report
      2021 Research-status Report
  • [Presentation] 日本語照応解析における深層格推定に基づいた先行詞の同定2022

    • Author(s)
      伊藤清晃,寺岡丈博
    • Organizer
      言語処理学会第28回年次大会
    • Related Report
      2021 Research-status Report
  • [Presentation] 連想情報と時系列を考慮した文章の焦点推定による対話破綻検出2022

    • Author(s)
      山﨑翔太,寺岡丈博
    • Organizer
      言語処理学会第28回年次大会
    • Related Report
      2021 Research-status Report
  • [Presentation] Focus Estimation Using Associative Information to Support Understanding of Art2022

    • Author(s)
      Shota Yamasaki, Takehiro Teraoka
    • Organizer
      24th International Conference on Human-Computer Interaction (HCI International 2022)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] 対話破綻の特徴に応じた回避手法の提案2020

    • Author(s)
      山﨑翔太、寺岡丈博
    • Organizer
      情報処理学会第82回全国大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 動詞出現頻度の偏りを用いた慣用表現の曖昧性解消2020

    • Author(s)
      舩藤裕文、寺岡丈博
    • Organizer
      情報処理学会第82回全国大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 述語の連想情報を用いた日本語ゼロ照応解析2020

    • Author(s)
      伊藤清晃、寺岡丈博
    • Organizer
      情報処理学会第82回全国大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 三人会話の次話者選択に関わる言語・音響特徴の分析2020

    • Author(s)
      石本祐一、寺岡丈博、榎本美香
    • Organizer
      日本音響学会2020年春季研究発表会
    • Related Report
      2019 Research-status Report
  • [Presentation] Physical e-Sports in VAIR Field system2019

    • Author(s)
      Yasumoto Masasuke、Teraoka Takehiro
    • Organizer
      SIGGRAPH Asia 2019 XR
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 言葉の連想に基づいたなぞなぞ文の自動生成2019

    • Author(s)
      長谷川凱,寺岡丈博
    • Organizer
      情報処理学会第81回全国大会
    • Related Report
      2018 Research-status Report
  • [Presentation] 話者移行適格場予測のための発話内文節位置推定モデルの構築2019

    • Author(s)
      石本祐一,寺岡丈博,榎本美香
    • Organizer
      日本音響学会2019年春季研究発表会
    • Related Report
      2018 Research-status Report
  • [Presentation] Analysis of Associative Information for Second Language Learning of Japanese2018

    • Author(s)
      Takehiro Teraoka
    • Organizer
      4th Asia Pacific Corpus Linguistics Conference (APCLC 2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Prediction Model for End-of-Utterance Based on Prosodic Features and Phrase-Dependency in Spontaneous Japanese2018

    • Author(s)
      Yuichi Ishimoto, Takehiro Teraoka, Mika Enomoto
    • Organizer
      APSIPA Annual Summit and Conference 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] VAIR FIELD - モバイルVRを用いたスポーツ競技の創造2018

    • Author(s)
      安本匡佑,寺岡丈博
    • Organizer
      Computer Entertainment Developers Conference (CEDEC 2018)
    • Related Report
      2018 Research-status Report

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Published: 2018-04-23   Modified: 2024-01-30  

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