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Model-free and model-based learning mechanism for lexical acquisition

Planned Research

Project AreaElucidation of neural computation for prediction and decision making: toward better human understanding and applications
Project/Area Number 23120003
Research Category

Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)

Allocation TypeSingle-year Grants
Review Section Complex systems
Research InstitutionKeio University

Principal Investigator

IMAI Mutsumi  慶應義塾大学, 環境情報学部, 教授 (60255601)

Co-Investigator(Kenkyū-buntansha) MATSUI Tomoko  東京学芸大学, 国際教育センター, 教授 (20296792)
OKADA Hiroyuki  玉川大学, 工学部, 教授 (10349326)
Co-Investigator(Renkei-kenkyūsha) KITAJO Keiichi  理化学研究所, 脳リズム情報処理連携ユニット, ユニットリーダー (70302601)
TOMONAGA Masaki  京都大学, 霊長類研究所, 教授 (70237139)
Project Period (FY) 2011-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥88,270,000 (Direct Cost: ¥67,900,000、Indirect Cost: ¥20,370,000)
Fiscal Year 2015: ¥15,730,000 (Direct Cost: ¥12,100,000、Indirect Cost: ¥3,630,000)
Fiscal Year 2014: ¥16,120,000 (Direct Cost: ¥12,400,000、Indirect Cost: ¥3,720,000)
Fiscal Year 2013: ¥17,030,000 (Direct Cost: ¥13,100,000、Indirect Cost: ¥3,930,000)
Fiscal Year 2012: ¥17,420,000 (Direct Cost: ¥13,400,000、Indirect Cost: ¥4,020,000)
Fiscal Year 2011: ¥21,970,000 (Direct Cost: ¥16,900,000、Indirect Cost: ¥5,070,000)
Keywordsモデル化 / 実験系心理学
Outline of Final Research Achievements

A fundamental question in language development is how infants start to assign meaning to words. We hypothesized that three cognitive skills play a critical role: sound-symbolism; symmetry (bidirectional) inference bias; and inference for other individuals’ intent. We experimentally established that: (1) Preverbal infants map auditory words onto visual input by recruiting a cross-modal perceptual processing system and a nascent semantic network. With fMRI study, we identified the right posterior STS as the key area for processing sound symbolic words. 2) In a cross-species comparison study with comparable procedure, human infants posses the symmetry inference bias but chimpanzees did not. 3) In inferring the reference of a novel word, 24-month-old infants are able to infer the speaker’s confidence, and believed that the object that the more confident speaker mapped the novel word would be the correct reference.

Report

(6 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • Research Products

    (67 results)

All 2016 2015 2014 2013 2012 2011 Other

All Journal Article (16 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 16 results,  Open Access: 9 results,  Acknowledgement Compliant: 1 results) Presentation (32 results) (of which Int'l Joint Research: 1 results,  Invited: 8 results) Book (11 results) Remarks (6 results) Funded Workshop (2 results)

  • [Journal Article] 仮説検証サイクルと記号接地2016

    • Author(s)
      橋田浩一・嶋田総太郎・今井むつみ
    • Journal Title

      認知科学

      Volume: 23 Pages: 65-73

    • NAID

      130005262108

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The Relation between Language, Culture and Thought.2016

    • Author(s)
      Imai, M., Kanero, J., & Masuda, T.
    • Journal Title

      Current Opinion in Psychology

      Volume: 8 Pages: 70-77

    • DOI

      10.1016/j.copsyc.2015.10.011

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Young children's early sensitivity to linguistic indications of speaker certainty in their selective world learning.2016

    • Author(s)
      Matsui, Y., Yamamoto, T., Miura, Y., & McCagg, P.
    • Journal Title

      Lingua

      Volume: 175-176 Pages: 83-96

    • DOI

      10.1016/j.lingua.2015.10.007

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Do classifiers make the syntactic count/mass distinction? Insights from ERPs in classifier processing in Japanese.2015

    • Author(s)
      Kanero, J., Imai, M., Okada, H. & Hoshino, N.
    • Journal Title

      Journal of Memory and Language

      Volume: 83 Pages: 20-52

    • DOI

      10.1016/j.jml.2015.03.006

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] 日英2言語環境下で育つ児童の語彙力と文法力に関する一考察 : 米国A地域の日本語補習校低学年児を対象として2015

    • Author(s)
      権藤桂子・稲田素子・松井智子
    • Journal Title

      国際教育評論

      Volume: 12 Pages: 1-18

    • NAID

      110009969849

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Sound symbolism facilitates word learning in 14-month-olds.2015

    • Author(s)
      Imai, M., Miyazaki, M., Yeung, Henny, Hidaka, S, Kantartzis, K, Okada, H., and Kita, S.
    • Journal Title

      Plos ONE

      Volume: 10 Issue: 2 Pages: 1-17

    • DOI

      10.1371/journal.pone.0116494

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Sound Symbolism Scaffolds Language Development in Preverbal Infants.2015

    • Author(s)
      Asano,M. , Imai,M. ,Kita,S. ,Kitajo,K. , Okada,H. Thierry, G.
    • Journal Title

      Cortex

      Volume: 63 Pages: 196-205

    • DOI

      10.1016/j.cortex.2014.08.025

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The sound symbolism bootstrapping hypothesis for language acquisition and language evolution.2014

    • Author(s)
      Imai, M. & Kita, S.
    • Journal Title

      Philosophical Transactions of the Royal Soceity B

      Volume: 369 Issue: 1651 Pages: 20130298-20130298

    • DOI

      10.1098/rstb.2013.0298

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] How Sound Symbolism Is Processed in the Brain, A Study on Japanese Mimetic Words2014

    • Author(s)
      Kanero, J., Imai, M., Okuda, J., Okada, H., Matsuda, T.
    • Journal Title

      PLoS ONE

      Volume: Vol.9(5) Issue: 5 Pages: 1-8

    • DOI

      10.1371/journal.pone.0097905

    • NAID

      40020588051

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] All giraffes have female-specific properties : Influence of grammatical gender on deductive reasoning about sex-specific properties in German speakers2014

    • Author(s)
      Imai, M., Schalk, L., Saalbach, H., & Okada, H.
    • Journal Title

      Cognitive Science

      Volume: Vol.38 Issue: 3 Pages: 514-536

    • DOI

      10.1111/cogs.12074

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Cross-linguistically shared and language-specific sound symbolism for motion: An exploratory data mining approach.2013

    • Author(s)
      Saji, N. , Akita, K., Imai, M., Kantartzis, K., Kita, S.
    • Journal Title

      The Proceedings of the 35th Annual meeting of the Cognitive Science Society.

      Volume: - Pages: 1253-1258

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The facilitatory role of sound symbolism in infant word learning.2013

    • Author(s)
      Miyazaki, M., Hidaka, S., Imai, M., Yeung, H, H., Kantartzis, K., Okada, H., Kita, S.
    • Journal Title

      The Proceedings of the 35th Annual meeting of the Cognitive Science Society.

      Volume: - Pages: 3080-3085

    • NAID

      120006675344

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] All giraffes have female-specific properties: Influence of grammatical gender on deductive reasoning about sex-specific properties in German speakers.2013

    • Author(s)
      Mutsumi Imai
    • Journal Title

      Cognitive Science

      Volume: 37

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Grammatical gender and inferences about biological properties in Germ an-speaking children2012

    • Author(s)
      Saalbach, H.
    • Journal Title

      Cognitive Science

      Volume: (掲載確定)

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 拡張モバイルマニピュレーションのための新規物体の学習2012

    • Author(s)
      中村友昭
    • Journal Title

      日本ロボット学会誌

      Volume: VOL.30 Pages: 213-224

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Who is crossing where? : Infants' discrimination of figures and grounds in events2011

    • Author(s)
      Goksun, T., Hirsh-Pasek, K, Golinkoff, R. M., Imai, M., Konishi, H., & Okada, H.
    • Journal Title

      Cognition

      Volume: 121 Issue: 2 Pages: 176-195

    • DOI

      10.1016/j.cognition.2011.07.002

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Presentation] 思考の言語相対性と普遍性2016

    • Author(s)
      今井むつみ
    • Organizer
      第39回応用言語学講座公開講演会
    • Place of Presentation
      愛知県、名古屋大学
    • Year and Date
      2016-02-08
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] コメンタリー:感性の認知科学と言語研究2015

    • Author(s)
      今井むつみ
    • Organizer
      日本認知言語学会第16回全国大会
    • Place of Presentation
      京都府、同志社大学今出川キャンパス
    • Year and Date
      2015-09-13
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] ことばの意味の身体接地と意味の再編成のプロセス2015

    • Author(s)
      今井むつみ
    • Organizer
      日本神経心理学第39回大会
    • Place of Presentation
      北海道、札幌市教育文化会館
    • Year and Date
      2015-09-11
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] How do children construct the color lexicon?: Restructuring the domain as a connected system.2015

    • Author(s)
      Saji, N., Asano, M., Oishi, M. & Imai, M.
    • Organizer
      The 37th Annual Meeting of the Cognitive Science Society.
    • Place of Presentation
      Pasadena Convention Center, CA, USA
    • Year and Date
      2015-07-23
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Sound symbolism bootstrapping hypothesis for language acquisition and language evolution.2014

    • Author(s)
      Mutsumi Imai
    • Organizer
      Plenary lecture at the 1st conference of the International Association of Cognitive Semiotics
    • Place of Presentation
      Lund University (Sweden)
    • Year and Date
      2014-09-27
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Influence of grammatical gender on German speakers’ deductive reasoning.2014

    • Author(s)
      Mutsumi Imai
    • Organizer
      Invited lecture for a colloquium series at the Center for the Research on Bilingualism
    • Place of Presentation
      University of Stockholm (Sweden)
    • Year and Date
      2014-09-23
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 母語と外国語の語彙習得のメカニズム2014

    • Author(s)
      今井むつみ
    • Organizer
      HLC春季セミナー招待講演
    • Place of Presentation
      立教大学池袋キャンパス
    • Year and Date
      2014-03-18
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] The Sound-Symbolism Bootstrapping Hypothesis for Language Acquisition and Language Evolution. Invited lecture2014

    • Author(s)
      Mutsumi Imai
    • Organizer
      Invited lecture, Institute of Linguistics
    • Place of Presentation
      National Taiwan University, Taipei (Taiwan)
    • Year and Date
      2014-03-03
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] 語彙習得における記号接地問題――子どもとL2学習者はどのように語彙システムを構築するのか.2013

    • Author(s)
      今井むつみ
    • Organizer
      言語処理(NLP)若手の会 招待講演.
    • Place of Presentation
      東京大学駒場キャンパス
    • Year and Date
      2013-09-02
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] How to rectify the confirmation bias in Wason(1960)’s 2-4-6 task.2013

    • Author(s)
      Tomohito, Y., Imai, M.
    • Organizer
      The 35th annual meeting of the Cognitive Science Society.
    • Place of Presentation
      Berlin (Germany)
    • Year and Date
      2013-08-02
    • Related Report
      2013 Annual Research Report
  • [Presentation] 言語経験による音象徴処理の変化2012

    • Author(s)
      浅野倫子
    • Organizer
      日本認知科学会第29回大会
    • Place of Presentation
      仙台国際センター(宮城県)
    • Year and Date
      2012-12-15
    • Related Report
      2012 Annual Research Report
  • [Presentation] Gaze - contingency パラダイムを用いた乳児における行為の意図性の 評価2012

    • Author(s)
      宮崎美智子
    • Organizer
      日本認知科学会第29回大会
    • Place of Presentation
      仙台国際センター(宮城県)
    • Year and Date
      2012-12-14
    • Related Report
      2012 Annual Research Report
  • [Presentation] The Role of the Amygdala in the Process of Humour Appreciation.2012

    • Author(s)
      Tagiru Nakamura
    • Organizer
      34th annual meeting of the Cognitive Science Society
    • Place of Presentation
      Sapporo convention center (Hokkaido)
    • Year and Date
      2012-08-03
    • Related Report
      2012 Annual Research Report
  • [Presentation] Developmental Adjustment of Iconic Language in Care-Takers’ Input2012

    • Author(s)
      Masato Ohba
    • Organizer
      34th annual meeting of the Cognitive Science Society
    • Place of Presentation
      Sapporo convention center (Hokkaido)
    • Year and Date
      2012-08-03
    • Related Report
      2012 Annual Research Report
  • [Presentation] The Internal Structures of Sound-Symbolic Systems: The Universal and Language-Specific Portions of Sound Symbolism.2012

    • Author(s)
      Saji Noburo
    • Organizer
      34th annual meeting of the Cognitive Science Society
    • Place of Presentation
      Sapporo convention center (Hokkaido)
    • Year and Date
      2012-08-02
    • Related Report
      2012 Annual Research Report
  • [Presentation] Preverbal infants are sensitive to sound symbolism: Evidence from an ERP study. Paper presented at the symposium.2012

    • Author(s)
      Michiko Asano
    • Organizer
      2012 International Conference on Infant Studies
    • Place of Presentation
      The Hilton Minneapolis (Minnesota)
    • Year and Date
      2012-06-07
    • Related Report
      2012 Annual Research Report
  • [Presentation] Large-scale phase synchrony of brain activity in preverbal infants detecting sound symbolism.2012

    • Author(s)
      Keiichi Kitajo
    • Organizer
      19th Annual Cognitive Neuroscience Society
    • Place of Presentation
      The Palmer House Hilton Hotel (Illinois)
    • Year and Date
      2012-04-01
    • Related Report
      2012 Annual Research Report
  • [Presentation] The Role of STS in mimetic-word processing : Sound symbolism or biological motion?2012

    • Author(s)
      Kanero, J.
    • Organizer
      The 9th International Conference on the Evolution of Language (EVOLANG)
    • Place of Presentation
      キャンパスプラザ京都(京都府)
    • Year and Date
      2012-03-15
    • Related Report
      2011 Annual Research Report
  • [Presentation] Sound symbolism helps infants' word learning2012

    • Author(s)
      Imai, M.
    • Organizer
      The 9th International Conference on the Evolution of Language (EVOLANG)
    • Place of Presentation
      キャンパスプラザ京都(京都府)
    • Year and Date
      2012-03-14
    • Related Report
      2011 Annual Research Report
  • [Presentation] Bootstrapping mechanism in young children's verb learning2012

    • Author(s)
      Mutsumi Imai
    • Organizer
      Talk presented at a research seminar at the City University of Hong Kong
    • Place of Presentation
      Hong Kong(招待講演)
    • Year and Date
      2012-02-21
    • Related Report
      2011 Annual Research Report
  • [Presentation] Evolution of verb meanings in children and L2 adult learners through reorganization of an entire semantic domain : The case of Chinese carry/hold verbs2012

    • Author(s)
      Mutsumi Imai
    • Organizer
      Talk presented at a research seminar at the City University of Hong Kong
    • Place of Presentation
      Hong Kong(招待講演)
    • Year and Date
      2012-02-20
    • Related Report
      2011 Annual Research Report
  • [Presentation] The Influence of Grammatical Gender on German Speakers' Reasoning about Biological Properties of Animals2011

    • Author(s)
      Mutsumi Imai
    • Organizer
      Talk presented at a Cognitive and Brain Science colloquium at Bangor University
    • Place of Presentation
      Department of Psychology and the Center for Bilingualism Research(招待講演)
    • Year and Date
      2011-12-01
    • Related Report
      2011 Annual Research Report
  • [Presentation] Bootstrapping mechanism in young children's verb learning2011

    • Author(s)
      Mutsumi Imai
    • Organizer
      Talk presented at a colloquium at Northwestern University SILC center
    • Place of Presentation
      Evanston, IL, USA(招待講演)
    • Year and Date
      2011-11-08
    • Related Report
      2011 Annual Research Report
  • [Presentation] Eleven month-old infants detect sound symbolism : Evidence from an ERP study2011

    • Author(s)
      Imai, M.
    • Organizer
      The 36th Boston University Conference on Language Development (BUCLD)
    • Place of Presentation
      Boston, USA
    • Year and Date
      2011-11-05
    • Related Report
      2011 Annual Research Report
  • [Presentation] 言語獲得前の乳児の音象徴性への反応:脳波による検討2011

    • Author(s)
      浅野倫子
    • Organizer
      日本神経科学会第34回大会
    • Place of Presentation
      パシフィコ横浜(神奈川県)
    • Year and Date
      2011-09-16
    • Related Report
      2011 Annual Research Report
  • [Presentation] Developing sensitivity to the sources of knowledge2011

    • Author(s)
      Matsui, T.
    • Organizer
      The 12th International Congress for the Study of Child Language
    • Place of Presentation
      Montreal, Canada
    • Year and Date
      2011-07-23
    • Related Report
      2011 Annual Research Report
  • [Presentation] Do children find it easier to learn verb meanings for 'punctual/change-of-location' actions than for noncausative events?2011

    • Author(s)
      Abbot-Smith, K.
    • Organizer
      The 12th International Congress For the Study of Child Language (IASCL)
    • Place of Presentation
      Montreal, Canada
    • Year and Date
      2011-07-21
    • Related Report
      2011 Annual Research Report
  • [Presentation] The use of the Japanese hearsay particle TTE in mother-child conversation2011

    • Author(s)
      Matsui, T.
    • Organizer
      The 12th International Pragmatics Conference
    • Place of Presentation
      Manchester UK
    • Year and Date
      2011-07-07
    • Related Report
      2011 Annual Research Report
  • [Presentation] 「コミュニケーションする心」はどのように育つのか2011

    • Author(s)
      松井智子
    • Organizer
      ワークショップ「心の理論」--実証的研究と哲学的検討基調講演東京大学グローバルCOE「共生のための国際哲学教育研究センター」(UTCP)
    • Place of Presentation
      東京大学駒場キャンパス(東京都)(招待講演)
    • Year and Date
      2011-06-20
    • Related Report
      2011 Annual Research Report
  • [Presentation] The Role of Lexical Iconicity in Language Development : How Children Understand the Meanings of Sound-Symbolic Words?2011

    • Author(s)
      Saji, N.
    • Organizer
      The Biennial Meeting of Society for Research in Child Development
    • Place of Presentation
      Montreal, Canada
    • Year and Date
      2011-04-02
    • Related Report
      2011 Annual Research Report
  • [Presentation] Sound Symbolism Bootstraps Word Learning2011

    • Author(s)
      Imai, M.
    • Organizer
      The Biennial Meeting of Society for Research in Child Development
    • Place of Presentation
      Montreal, Canada
    • Year and Date
      2011-04-01
    • Related Report
      2011 Annual Research Report
  • [Presentation] Children's understanding of the speaker as the source of knowledge2011

    • Author(s)
      Matsui, T
    • Organizer
      Workshop on children's pragmatic and metarepresentational development
    • Place of Presentation
      University of Oslo, Norway(招待講演)
    • Related Report
      2011 Annual Research Report
  • [Book] 学びとは何か――〈探究人〉になるために2016

    • Author(s)
      今井むつみ
    • Total Pages
      256
    • Publisher
      岩波書店
    • Related Report
      2015 Annual Research Report
  • [Book] 言語と身体性2014

    • Author(s)
      今井むつみ・佐治伸郎
    • Total Pages
      342
    • Publisher
      岩波書店
    • Related Report
      2014 Annual Research Report
  • [Book] 言葉をおぼえるしくみ ─母語から外国語まで2014

    • Author(s)
      今井むつみ・針生悦子
    • Publisher
      筑摩書房
    • Related Report
      2013 Annual Research Report
  • [Book] ことばの発達の謎を解く2013

    • Author(s)
      今井むつみ
    • Total Pages
      240
    • Publisher
      筑摩書店
    • Related Report
      2012 Annual Research Report
  • [Book] 子どものうそ 大人の皮肉―ことばのオモテとウラがわかるには2013

    • Author(s)
      松井智子
    • Publisher
      岩波書店
    • Related Report
      2012 Annual Research Report
  • [Book] The nature of the count/mass distinction in Japanese. (In Handbook of Japanese Psycholinguistics.)2013

    • Author(s)
      J.J. Nakayama
    • Publisher
      De Gruyter Mouton
    • Related Report
      2012 Annual Research Report
  • [Book] Pragmatic Development: Trends in Language Acquisition Research2013

    • Author(s)
      D. Matthews
    • Publisher
      John Benjamins.
    • Related Report
      2012 Annual Research Report
  • [Book] なるほど!赤ちゃん学―ここまでわかった赤ちゃんの不思議―2012

    • Author(s)
      玉川大学赤ちゃんラボ
    • Total Pages
      222
    • Publisher
      新潮社
    • Related Report
      2012 Annual Research Report
  • [Book] ことばを見つめて2012

    • Author(s)
      松井智子
    • Publisher
      英宝社
    • Related Report
      2011 Annual Research Report
  • [Book] 発話と文のモダリティ-対照研究の視点から2011

    • Author(s)
      松井智子
    • Publisher
      ひつじ書房
    • Related Report
      2011 Annual Research Report
  • [Book] ミス・コミュニケーション-なぜ生ずるかどう防ぐか2011

    • Author(s)
      松井智子
    • Publisher
      ナカニシヤ出版
    • Related Report
      2011 Annual Research Report
  • [Remarks] 今井むつみ研究室

    • URL

      http://cogpsy.sfc.keio.ac.jp/imailab/

    • Related Report
      2015 Annual Research Report
  • [Remarks] 慶應義塾大学 環境情報学部 今井むつみ研究室

    • URL

      http://cogpsy.sfc.keio.ac.jp/imailab/

    • Related Report
      2014 Annual Research Report 2013 Annual Research Report
  • [Remarks] MUTSUMI IMAI LAB

    • URL

      http://cogpsy.sfc.keio.ac.jp/imai/

    • Related Report
      2012 Annual Research Report
  • [Remarks] 認知発達ロボティクス研究室

    • URL

      http://sites.google.com/site/okadamania/

    • Related Report
      2012 Annual Research Report
  • [Remarks] 今井むつみ(研究代表者)

    • URL

      http://cogpsy.sfc.keio.ac.jp/imai/

    • Related Report
      2011 Annual Research Report
  • [Remarks] 岡田浩之(研究分担者)

    • URL

      http://sites.google.com/site/okadamania/

    • Related Report
      2011 Annual Research Report
  • [Funded Workshop] ABLE2016Winter2016

    • Place of Presentation
      内田洋行ユビキタス協創広場
    • Year and Date
      2016-02-27
    • Related Report
      2015 Annual Research Report
  • [Funded Workshop] ABLE2015Summer2015

    • Place of Presentation
      内田洋行ユビキタス協創広場
    • Year and Date
      2015-06-14
    • Related Report
      2015 Annual Research Report

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Published: 2011-08-01   Modified: 2018-03-28  

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