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Study on know-how actualization of a cause-of-death investigation process

Research Project

Project/Area Number 15K00395
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Life / Health / Medical informatics
Research InstitutionUniversity of Tsukuba

Principal Investigator

TSUDA Kazuhiko  筑波大学, ビジネスサイエンス系, 教授 (50302378)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2017: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2016: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords知識構築 / 自然言語処理 / テキストマイニング / 死因究明 / 入浴 / 医薬品添付文書 / 構文解析 / 係り受け解析 / 共起分析
Outline of Final Research Achievements

The cause of death of the unusual death in Japan is judged by a medical examiner or the police medical officer. The proportion of "heart failure" that indicates the cause of death is 15.3% for the medical coroner and 71.9% for the police doctor.
The purpose of this research is to know know-how to identify causes of death. Therefore, know-how for identifying the cause of death is extracted from the examination record prepared by the medical coroner. The contents of this research consists of two parts.One is a knowledge building unit that extracts death cause investigation knowledge and creates it as a database. The other is a knowledge collation unit that collates this death cause investigation knowledge. The results of the research were raised in case of bathing and before and after.Furthermore, many results of research adapting the procedure were got. This suggested that the proposed method could be applied to investigation of other causes of death.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (21 results)

All 2017 2016 2015 Other

All Journal Article (12 results) (of which Peer Reviewed: 12 results,  Open Access: 12 results,  Acknowledgement Compliant: 1 results) Presentation (7 results) (of which Int'l Joint Research: 3 results) Remarks (2 results)

  • [Journal Article] Study of hiring decisions by companies using text mining: Factors other than experience2017

    • Author(s)
      Hiromi Asano, Koji Tanaka, Kazuhiko Tsuda
    • Journal Title

      Artif. Intell. Research

      Volume: 6-1 Issue: 1 Pages: 16-26

    • DOI

      10.5430/air.v6n1p16

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] 東京23区における入浴関連死の調査2017

    • Author(s)
      谷藤 隆信,奥村 泰之,金涌 佳雅,津田 和彦,鈴木 秀人,引地 和歌子,阿部 伸幸,福永 龍繁
    • Journal Title

      厚生労働統計協会論文

      Volume: 64-1 Pages: 1-6

    • NAID

      40021073680

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Method of Deriving Procedural Combinations Test Cases from Tasks that are Sharing Data2017

    • Author(s)
      湯本剛,津田和彦
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 137 Issue: 7 Pages: 987-994

    • DOI

      10.1541/ieejeiss.137.987

    • NAID

      130006846100

    • ISSN
      0385-4221, 1348-8155
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Extraction Method of Factors Causing Cost Variation of Project Delivery Estimation for Software Development2017

    • Author(s)
      志田剛,津田和彦
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 137 Issue: 7 Pages: 980-986

    • DOI

      10.1541/ieejeiss.137.980

    • NAID

      130006846101

    • ISSN
      0385-4221, 1348-8155
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Feature Representation Extraction Method of Hotel Reviews Using Co-occurrence Restriction and Dependency Graph2017

    • Author(s)
      Koji Tanaka, Koichi Tsujii, Takashi Ikoma, Akiyuki Sekiguchi, Kazuhiko Tsuda
    • Journal Title

      COMPSAC (2) 2017

      Volume: 2 Pages: 619-624

    • DOI

      10.1109/compsac.2017.126

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Comparative Study Using Discriminant Analysis on a Questionnaire Survey Regarding Project Managers' Cognition and Team Characteristics2017

    • Author(s)
      Ayako Masuda, Tohru Matsuodani, Kazuhiko Tsuda
    • Journal Title

      COMPSAC (2) 2017

      Volume: 2 Pages: 643-648

    • DOI

      10.1109/compsac.2017.11

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Study of software estimation factors extracted using covariance structure analysis2017

    • Author(s)
      Tsuyoshi Shida, Kazuhiko Tsuda
    • Journal Title

      Procedia Computer Science

      Volume: 112 Pages: 1378-1387

    • DOI

      10.1016/j.procs.2017.08.053

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Reliability Confirmation Method of User Review Evaluation by Word-of-Mouth Analysis Using Text Mining2017

    • Author(s)
      Yuko Taniguchi, Kazuhiko Tsuda
    • Journal Title

      Procedia Computer Science

      Volume: 112 Pages: 1420-1428

    • DOI

      10.1016/j.procs.2017.08.089

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 東京23区における入浴関連死の調査2017

    • Author(s)
      谷藤隆信,津田和彦ら
    • Journal Title

      厚生の指標

      Volume: 64 Pages: 1-6

    • NAID

      40021073680

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Detecting Logical Inconsistencies by Clustering Technique in Natural Language Requirements2016

    • Author(s)
      Satoshi Masuda, Tohru Matsuodani, Kazuhiko Tsuda
    • Journal Title

      IEICE TRANSACTIONS on Information and Systems

      Volume: 99-D(9) Pages: 2210-2218

    • NAID

      130005262026

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Towards effects estimation of ethical medicine from the package inserts with text mining2015

    • Author(s)
      Takashi Ikoma, Yoshikatsu Fujita, Masakazu Takahashi, Kazuhiko Tsuda
    • Journal Title

      Int. J. of Intelligent Systems Technologies and Applications

      Volume: 14 Issue: 3-4 Pages: 188

    • DOI

      10.1504/ijista.2015.074324

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] The estimate method of the omission of Japanese inquiry texts using an LDA algorithm2015

    • Author(s)
      Tomohiko Harada, Kazuhiko Tsuda, Nobuo Suzuki, Yoshikatsu Fujita
    • Journal Title

      International Journal of Computer Applications in Technology (IJCAT)

      Volume: 52 Issue: 2-3 Pages: 186

    • DOI

      10.1504/ijcat.2015.071980

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] テキストマイニングを用いた口コミ分析による点数評価の信頼性確認手法2017

    • Author(s)
      谷口裕子,津田和彦
    • Organizer
      2017年度 人工知能学会全国大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] ニュースが株式市場に与える影響の測定方法2017

    • Author(s)
      片山大輔,津田和彦
    • Organizer
      第16回 情報科学技術フォーラム
    • Related Report
      2017 Annual Research Report
  • [Presentation] ニュースが株式市場に与える影響の測定方法2017

    • Author(s)
      片山大輔,津田和彦
    • Organizer
      (社)電気学会 電子・情報・システム部門 第72回情報システム研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] A Study on Comparative Approach the Side Effect Frequency of Medicine by Text mining2016

    • Author(s)
      Takashi Ikoma†, Yoshikatsu Fujita*, Masakazu Takahashi**, Kazuhiko Tsuda
    • Organizer
      ACIS2016
    • Place of Presentation
      Krabi, Thailand
    • Year and Date
      2016-10-27
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Construction of the Collaboration Skills Knowledge in Software Development2016

    • Author(s)
      Ayako Masuda, Chikako Morimoto, Tohru Matsuodani, Kazuhiko Tsuda
    • Organizer
      KES 2016: 1129-1136
    • Place of Presentation
      York, UK
    • Year and Date
      2016-09-05
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Methods to Predict the Number of Software Faults Using Weibull Distribution2016

    • Author(s)
      "Koji Tanaka, Kazuhiko Tsuda
    • Organizer
      COMPSAC Workshops 2016: 105-110
    • Place of Presentation
      Atlanta, USA
    • Year and Date
      2016-06-10
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] テキストマイニングを利用した医薬品添付文書による効果の推定2015

    • Author(s)
      生駒卓志,田中公司,藤田昌克,高橋雅和,津田和彦
    • Organizer
      電気学会 電子・情報・システム部門大会
    • Place of Presentation
      長崎大学(長崎県長崎市)
    • Year and Date
      2015-08-26
    • Related Report
      2015 Research-status Report
  • [Remarks] 教員紹介 ビジネス科学研究科 企業科学専攻システムズ・マネジメントコース(博士)

    • URL

      http://www.gssm.otsuka.tsukuba.ac.jp/doctor_professor/348.html

    • Related Report
      2017 Annual Research Report
  • [Remarks] 筑波大学 研究者総覧

    • URL

      http://trios.tsukuba.ac.jp/researcher/0000000388

    • Related Report
      2017 Annual Research Report

URL: 

Published: 2015-04-16   Modified: 2019-03-29  

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