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

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

doi:10.1007/978-3-540-73111-5_54

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 proceeding › Conference 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 language	English
Title of host publication	Human-Computer Interaction
Subtitle of host publication	HCI Intelligent Multimodal Interaction Environments - 12th International Conference, HCI International 2007, Proceedings
Publisher	Springer Verlag
Pages	474-483
Number of pages	10
Edition	PART 4
ISBN (Print)	9783540731092
DOIs	https://doi.org/10.1007/978-3-540-73111-5_54
Publication status	Published - 2007
Event	12th International Conference on Human-Computer Interaction, HCI International 2007 - Beijing, China Duration: 2007 Jul 22 → 2007 Jul 27

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Number	PART 4
Volume	4553 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	12th International Conference on Human-Computer Interaction, HCI International 2007
Country/Territory	China
City	Beijing
Period	07/7/22 → 07/7/27

Keywords

Data mining
Safety in drug use
Text mining

ASJC Scopus subject areas

Theoretical Computer Science
Computer Science(all)

Access to Document

10.1007/978-3-540-73111-5_54

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

The analysis of near-miss cases using data-mining approach. / Kimura, Masaomi; Tatsuno, Kouji; Hayasaka, Toshiharu et al.

Human-Computer Interaction: HCI Intelligent Multimodal Interaction Environments - 12th International Conference, HCI International 2007, Proceedings. PART 4. ed. Springer Verlag, 2007. p. 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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 4, vol. 4553 LNCS, Springer Verlag, pp. 474-483, 12th International Conference on Human-Computer Interaction, HCI International 2007, Beijing, China, 07/7/22. https://doi.org/10.1007/978-3-540-73111-5_54

Kimura M, Tatsuno K, Hayasaka T, Takahashi Y, Aoto T, Ohkura M et al. 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. Springer Verlag. 2007. p. 474-483. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 4). doi: 10.1007/978-3-540-73111-5_54

Kimura, Masaomi ; Tatsuno, Kouji ; Hayasaka, Toshiharu et al. / The analysis of near-miss cases using data-mining approach. Human-Computer Interaction: HCI Intelligent Multimodal Interaction Environments - 12th International Conference, HCI International 2007, Proceedings. PART 4. ed. Springer Verlag, 2007. pp. 474-483 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 4).

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

Abstract

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Keywords

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