A knowledge transfer support system from text-based work reports with domain ontologies

Ryutaro Nambu, Kohei Suehiro, Takahira Yamaguchi

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

Abstract

Recently, there is growing interest in knowledge transfer from human experts to novices in order to keep organizational competence. The workers of organizations usually make work reports but they are text-based and not structured. Therefore, they are hard to be reused by other workers. In this paper, we present how to make domain ontologies to generate structured data form work reports and develop a knowledge transfer support system, combining structured data with domain ontologies. In order to evaluate the system, as real case studies, we take troubleshooting work in an expressway maintenance management company. The evaluation shows us the systems works well with questionnaires to the workers who attend the case studies.

LanguageEnglish
Title of host publicationKnowledge-Based Software Engineering
Subtitle of host publication2018 - Proceedings of the 12th Joint Conference on Knowledge-Based Software Engineering, JCKBSE 2018
EditorsFumihiro Kumeno, Konstantinos Oikonomou, Maria Virvou
PublisherSpringer Science and Business Media Deutschland GmbH
Pages137-146
Number of pages10
ISBN (Print)9783319976785
DOIs
Publication statusPublished - 2019 Jan 1
Event12th Joint Conference on Knowledge-Based Software Engineering, JCKBSE 2018 - Corfu, Greece
Duration: 2018 Aug 272018 Aug 30

Publication series

NameSmart Innovation, Systems and Technologies
Volume108
ISSN (Print)2190-3018
ISSN (Electronic)2190-3026

Other

Other12th Joint Conference on Knowledge-Based Software Engineering, JCKBSE 2018
CountryGreece
CityCorfu
Period18/8/2718/8/30

Fingerprint

Ontology
Industry
Knowledge transfer
Domain ontology
Workers
Organizational competence
Evaluation
Maintenance management
Questionnaire

Keywords

  • Domain ontology
  • Knowledge management
  • Knowledge transfer

ASJC Scopus subject areas

  • Decision Sciences(all)
  • Computer Science(all)

Cite this

Nambu, R., Suehiro, K., & Yamaguchi, T. (2019). A knowledge transfer support system from text-based work reports with domain ontologies. In F. Kumeno, K. Oikonomou, & M. Virvou (Eds.), Knowledge-Based Software Engineering: 2018 - Proceedings of the 12th Joint Conference on Knowledge-Based Software Engineering, JCKBSE 2018 (pp. 137-146). (Smart Innovation, Systems and Technologies; Vol. 108). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-319-97679-2_14

A knowledge transfer support system from text-based work reports with domain ontologies. / Nambu, Ryutaro; Suehiro, Kohei; Yamaguchi, Takahira.

Knowledge-Based Software Engineering: 2018 - Proceedings of the 12th Joint Conference on Knowledge-Based Software Engineering, JCKBSE 2018. ed. / Fumihiro Kumeno; Konstantinos Oikonomou; Maria Virvou. Springer Science and Business Media Deutschland GmbH, 2019. p. 137-146 (Smart Innovation, Systems and Technologies; Vol. 108).

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

Nambu, R, Suehiro, K & Yamaguchi, T 2019, A knowledge transfer support system from text-based work reports with domain ontologies. in F Kumeno, K Oikonomou & M Virvou (eds), Knowledge-Based Software Engineering: 2018 - Proceedings of the 12th Joint Conference on Knowledge-Based Software Engineering, JCKBSE 2018. Smart Innovation, Systems and Technologies, vol. 108, Springer Science and Business Media Deutschland GmbH, pp. 137-146, 12th Joint Conference on Knowledge-Based Software Engineering, JCKBSE 2018, Corfu, Greece, 18/8/27. https://doi.org/10.1007/978-3-319-97679-2_14
Nambu R, Suehiro K, Yamaguchi T. A knowledge transfer support system from text-based work reports with domain ontologies. In Kumeno F, Oikonomou K, Virvou M, editors, Knowledge-Based Software Engineering: 2018 - Proceedings of the 12th Joint Conference on Knowledge-Based Software Engineering, JCKBSE 2018. Springer Science and Business Media Deutschland GmbH. 2019. p. 137-146. (Smart Innovation, Systems and Technologies). https://doi.org/10.1007/978-3-319-97679-2_14
Nambu, Ryutaro ; Suehiro, Kohei ; Yamaguchi, Takahira. / A knowledge transfer support system from text-based work reports with domain ontologies. Knowledge-Based Software Engineering: 2018 - Proceedings of the 12th Joint Conference on Knowledge-Based Software Engineering, JCKBSE 2018. editor / Fumihiro Kumeno ; Konstantinos Oikonomou ; Maria Virvou. Springer Science and Business Media Deutschland GmbH, 2019. pp. 137-146 (Smart Innovation, Systems and Technologies).
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