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JST CREST Research Area “Advanced Core Technologies for Big Data Integration”

Establishment of Knowledge-Intensive Structural Natural Language Processing and Construction of Knowledge Infrastructure
Resarch Director: Sadao KUROHASHI (Professor at Kyoto University), 2013/10/1-2019/3/31

Background and Objective †

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  • Texts are the basis of human knowledge representation
    • Data analysis results and interpretation by experts
    • Criticisms and opinions
    • Procedures and instructions
  • Extracting and relating knowledge expressed in texts by computers
    • Enhancing the circulation of knowledge in society
    • Uncovering the relationship between knowledge among different specialized fields
    • Supporting the discovery of new knowledge and rules
  • Project Objective: To establish robust and accurate knowledge-intensive structural NLP and to construct a knowledge infrastructure which can relate, retrieve and compare knowledge from various texts

Solution †

  • Realization of Knowledge-Intensive NLP which can extract truly valuable knowledge for human beings from Big Data (text)
  • Fusion of robust text analysis and knowledge inference is an internationally pioneering challenge
  • Contributions to Society
    • Innovation in enterprise contact centers, knowledge communication, etc.
    • Knowledge infrastructure will enhance human’s creative activities ⇒ developing human “critical thinking”

Members †

Resarch Director's group: Subject "Establishment of Knowledge Intensive Discourse Analysis Model and Event Relation Extraction" †

  • Sadao KUROHASHI (Professor at Kyoto University)
  • Daisuke KAWAHARA (Associate Professor at Kyoto University)
  • Tomohide SHIBATA (Lecturer at Kyoto University)
  • Yugo MURAWAKI (Assistant Professor at Kyoto University)
  • Ribeka TANAKA (Researcher at Kyoto University)
  • Frederic BERGERON (Researcher at Kyoto University)

Collaboration group 1: Subject "Computational Model of NL Semantics" †

  • Daisuke BEKKI (Associate Professor at Ochanomizu University)
  • Koji MINESHIMA (Associate Professor at Ochanomizu University)
  • Pascual MARTINEZ GOMEZ (Researcher at Advanced Industrial Science and Technology)
  • Kimi KANEKO (Researcher at Fujitsu)
  • Yusuke MIYAO (Professor at National Institute of Informatics)
  • Ai KAWAZOE (Researcher at Ochanomizu University)
  • Hiroshi NOJI (Researcher at Advanced Industrial Science and Technology)

Collaboration group 2: Subject "Cross-Domain Knowledge Linking for Construction of Knowledge Infrastructure" †

  • Kentaro INUI (Professor at Tohoku University)
  • Naoaki OKAZAKI (Professor at Tokyo Institute of Technology)
  • Naoya INOUE (Assistant Professor at Tohoku University)
  • Ran TIAN (Researcher at Advanced Industrial Science and Technology)
  • Naho ORITA (Assistant Professor at Tohoku University)
  • Kenshi YAMAGUCHI (Researcher at Tohoku University)
  • Koji MATSUDA (Researcher at Tohoku University)

Past members: †

  • Hajime MORITA (Researcher at Kyoto University)
  • Yuta HAYASHIBE (Researcher at Kyoto University)
  • Takuya MATSUZAKI (Associate Professor at National Institute of Informatics)
  • Yuichiroh MATSUBAYASHI (Assistant Professor at Tohoku University)
  • Yoichi TAKAHASHI (Researcher at Tohoku University)
  • Yuichi FUKUHARA (Researcher at Tohoku University)

Last-modified: 2018-05-08 (火) 12:03:43 (2598d)