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The Construction of an Algorithm for Linguistic Behavior of Autism Spectrum Disorder

Research Project

Project/Area Number 19H01258
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 02060:Linguistics-related
Research InstitutionAomori Chuo Gakuin University

Principal Investigator

Kato Sumi  青森中央学院大学, 経営法学部, 教授 (80311504)

Co-Investigator(Kenkyū-buntansha) 斉藤 まなぶ  弘前大学, 保健学研究科, 教授 (40568846)
飯村 龍一  玉川大学, 経営学部, 教授 (80266246)
田中 真寿美  青森中央学院大学, 経営法学部, 准教授 (90557795)
Project Period (FY) 2019-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥12,610,000 (Direct Cost: ¥9,700,000、Indirect Cost: ¥2,910,000)
Fiscal Year 2021: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2020: ¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2019: ¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000)
KeywordsASD / 自閉症スペクトラム障害 / SFL / 機械学習 / 語用論的障害 / コーパス / アノテーション・スキーム / 機能言語学 / コーパス言語学 / 談話分析 / 臨床言語論 / 言語発達 / 自然言語処理 / 統合失調症 / アルゴリズム
Outline of Research at the Start

①日本語話者の自閉症スペクトラム障害(以後ASD)児/者及び定型発達児/者の話し言葉のコーパスを基に、選択体系機能言語学(SFL)の理論的枠組みによる語彙-文法資源の選択網を作成し、ASD児/者が選択する語彙-文法資源と定型発達児/者のそれを対照し、ASD児/者の言語資源の選択網を作成する。
②①で得られたシステムネットワーク(選択網)を基に、ASD児/者の言語選択のアルゴリズムを作成し、ASDの言語脳解析及び言語セラピーへの適用を目指す。
③①のコーパスに対応する英語話者のASD児/者及び定型発達児/者のコーパスを構築し、選択網の対比マッピングを行い、日英語の語彙-文法資源選択の対照研究を行う。

Outline of Final Research Achievements

We extended the corpus of spoken language of Japanese speakers with autism spectrum disorder and with typical development developed by Kato et al. (2022) to map the lexical-grammatical choices of ASD individuals. We also refined the annotation scheme, which greatly increased the amount of information obtained. In addition, we created an algorithm for automatic annotation as a basis for creating an algorithm for the lexicogrammatical choices of individuals with ASD.
We also developed an English version of the corpus with the same structure as the Japanese one. This will allow us to compare and contrast the choice of lexical-grammatical resources made by Japanese and English-speaking individuals with ASD.

Academic Significance and Societal Importance of the Research Achievements

ASDの核となる症状は、社会的コミュニケーションと対人的相互作用における困難であるが、原因として共通してあげられるのが語用論的障害である。この語用論的障害について、先行研究では、モダリティ、関係詞など単発の文法資源を扱ったものはあっても、全容をマッピングしたものはないため、ASD特有の語彙-文法資源選択の包括的なマッピングを実現することは、言語と認知の関係を明らかにし、また言語発達遅滞の見られるASD児の言語訓練への早期介入に道標を示すものとなる。また、語用論一般の理論形成に、認知機能の側面からの見解を提示するものとなる。

Report

(4 results)
  • 2022 Final Research Report ( PDF )
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • Research Products

    (18 results)

All 2023 2022 2020 2019

All Journal Article (7 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 5 results,  Open Access: 4 results) Presentation (9 results) (of which Int'l Joint Research: 5 results,  Invited: 2 results) Book (2 results)

  • [Journal Article] Attitudinal evaluation of autism spectrum disorder individuals from the perspective of affordances and social cognition2023

    • Author(s)
      Kato, S
    • Journal Title

      Japanese journal of systemic functional linguistics

      Volume: 12

    • Related Report
      2021 Annual Research Report 2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 大学生は外国につながる子どもの学習支援活動にいかに取り組んだか2023

    • Author(s)
      田中真寿美
    • Journal Title

      青森中央学院大学地域マネジメント研究所研究年報

      Volume: 19 Pages: 13-29

    • Related Report
      2021 Annual Research Report 2020 Annual Research Report
  • [Journal Article] Epidemiology of ASD in Preschool-age Children in Japan2022

    • Author(s)
      Saito M, Sakamoto Y and Terui A.
    • Journal Title

      IntechOpen

      Volume: - Pages: 1-14

    • DOI

      10.5772/intechopen.108674

    • ISBN
      9781837683420, 9781837683437
    • Related Report
      2021 Annual Research Report 2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Systemic Functional Interpretation of Speech Presentation Modes in the System of Projection in English2022

    • Author(s)
      Iimura, R
    • Journal Title

      日本英語教育英学会

      Volume: 27(41) Pages: 95-132

    • Related Report
      2021 Annual Research Report 2020 Annual Research Report
  • [Journal Article] Association between Sleep Disturbances and Emotional/Behavioral Problems in Chinese and Japanese Preschoolers.2020

    • Author(s)
      Wang G, Takahashi M, Wu R, Liu Z, Adachi M, Saito M, Nakamura, K, Jiang F.
    • Journal Title

      Behavioral Sleep Medicine

      Volume: 18(3) Issue: 3 Pages: 420-431

    • DOI

      10.1080/15402002.2019.1605995

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 自閉症スペクトラム障害の語用論的障害から捉える認知神経学的/言語的現象としてのモダリティ2019

    • Author(s)
      加藤澄
    • Journal Title

      機能言語学研究

      Volume: 10 Pages: 73-97

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 観念構成的比喩による節形成機能について―感覚者dayの解釈構築パタン2019

    • Author(s)
      飯村龍一
    • Journal Title

      LEORNIAN

      Volume: 23 Pages: 3-14

    • NAID

      40022827185

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Presentation] Estimating the Prevalence of Autism Spectrum Disorders in 3-Year-Old Children in Community-Based Survey in 5-Year-Old Children, Including the Use of Web Systems2022

    • Author(s)
      M. Saito, T. Mikami, A. Terui, Y. Sakamoto, A. Osato, M. Takahashi, M Adachi, T. Hirota, K. Nakamura
    • Organizer
      INSAR
    • Related Report
      2021 Annual Research Report 2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 乳幼児期におけるDCD児の診察について~健診現場での問診や観察のポイント2022

    • Author(s)
      斉藤まなぶ
    • Organizer
      第6回日本DCD学会学術集会シンポジウム2
    • Related Report
      2021 Annual Research Report 2020 Annual Research Report
    • Invited
  • [Presentation] 発達障害児の早期発見・早期介入~地域での取組2022

    • Author(s)
      斉藤まなぶ
    • Organizer
      第16回日本小児心身医学会東北地方会学術集会特別講演
    • Related Report
      2021 Annual Research Report 2020 Annual Research Report
    • Invited
  • [Presentation] Cumulative Incidence of Autism Spectrum Disorders2019

    • Author(s)
      T. Hirota, M. Saito, Y. Sakamoto, M. Adachi, M. Takahashi, A. Osato, Y. S. Kim, B. L. Leventhal, A. M. Shui, S. Kato and K. Nakamura
    • Organizer
      International Society for Autism Research
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Innovation of Eye tracking device for early detection of children with developmental coordination disorder2019

    • Author(s)
      Saito, M, Aoki, T, Koeda, S, Mikami, M, Yoshida, K, Kaneda-Osato, A, Masuda, T, Sakamoto, Y, Mikami, T, Yamada, J, Tsuchiya, K, Katayama, T, and Nakamura, K
    • Organizer
      Developmental Coordination disorder
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Comorbid Rate of Other Neurodevelopmental Disorder with Autism Spectrum Disorder in a Total Population Sample of 5-Years-Old Children2019

    • Author(s)
      A. Terui, M. Saito, T. Hirota, Y. Sakamoto, Y. Matsubara, M. Adachi, M. Takahashi, A. Osato and K. Nakamura
    • Organizer
      International Society for Autism Research
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Prevalence and Cumulative Incidence of Autism Spectrum Disorders and the Patterns of Co-occurring Neurodevelopmental Disorders in a Total Population Sample of 5-years-old children. The 10th Congress of The Asian Society for Child and Adolescent Psychiatry and Allied Professions2019

    • Author(s)
      Manabu Saito, Tomoya Hirota, Yui Sakamoto, Masaki Adachi, Michio Takahashi, Ayako Osato-Kaneda, Young Shin Kim, Bennett Leventhal, Amy Shui, Sumi Kato, Kazuhiko Nakamura
    • Organizer
      Asian Society for Child and Adolescent Psychiatry and Allied Professions
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 就学前のDCD早期発見のためのチェックリストの完成2019

    • Author(s)
      斉藤まなぶ、北洋輔、稲垣真澄
    • Organizer
      日本DCD学会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 就学前の発達性協調運動症(DCD)早期発見のためのチェックリストの完成~顕在化しにくい発達障害の特性を早期に抽出するアセスメン トツールの開発及び普及に関する研究より2019

    • Author(s)
      斉藤まなぶ、北洋輔、大里絢子、三上珠希、稲垣真澄、中村和彦
    • Organizer
      第21回東北児童青年精神医学会
    • Related Report
      2019 Annual Research Report
  • [Book] 発達障がい―病態から支援まで―2022

    • Author(s)
      大阪大学大学院連合小児発達学研究科(監修)
    • Total Pages
      168
    • Publisher
      朝倉書店
    • ISBN
      9784254301250
    • Related Report
      2021 Annual Research Report 2020 Annual Research Report
  • [Book] 臨床言語心理学の可能性2019

    • Author(s)
      武藤 崇, 山本 淳一, 大月 友, 藤岡 勲, 伊東 秀章, 加藤 澄, 三田村 仰
    • Total Pages
      178
    • Publisher
      晃洋書房
    • Related Report
      2019 Annual Research Report

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Published: 2019-04-18   Modified: 2024-01-30  

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