The analysis of near-miss cases using data-mining approach

Masaomi Kimura, Kouji Tatsuno, Toshiharu Hayasaka, Yuta Takahashi, Tetsuro Aoto, Michiko Ohkura, Fumito Tsuchiya

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

We applied the data mining technique to medical near-miss cases collected by a foundation related to the Japanese Health, Labor and Welfare Ministry, and extracted information such as pairs of confusing medicines, the cause of near-miss cases in some situations, which cannot be obtained by simple aggregation calculations and descriptive statistics. We also introduce the results of text mining applied to the free-description data regarding the backgrounds and causes of near-miss cases and their counter measures.

Original languageEnglish
Title of host publicationHuman-Computer Interaction
Subtitle of host publicationHCI Intelligent Multimodal Interaction Environments - 12th International Conference, HCI International 2007, Proceedings
PublisherSpringer Verlag
Pages474-483
Number of pages10
EditionPART 4
ISBN (Print)9783540731092
DOIs
Publication statusPublished - 2007
Event12th International Conference on Human-Computer Interaction, HCI International 2007 - Beijing, China
Duration: 2007 Jul 222007 Jul 27

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 4
Volume4553 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference12th International Conference on Human-Computer Interaction, HCI International 2007
CountryChina
CityBeijing
Period07/7/2207/7/27

Keywords

  • Data mining
  • Safety in drug use
  • Text mining

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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  • Cite this

    Kimura, M., Tatsuno, K., Hayasaka, T., Takahashi, Y., Aoto, T., Ohkura, M., & Tsuchiya, F. (2007). The analysis of near-miss cases using data-mining approach. In Human-Computer Interaction: HCI Intelligent Multimodal Interaction Environments - 12th International Conference, HCI International 2007, Proceedings (PART 4 ed., pp. 474-483). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4553 LNCS, No. PART 4). Springer Verlag. https://doi.org/10.1007/978-3-540-73111-5_54