A fuzzy association rule-based knowledge management system for occupational safety and health programs in cold storage facilities

Y. P. Tsang, King Lun Tommy Choy, P. S. Koo, G. T.S. Ho, C. H. Wu, H. Y. Lam, Valerie Tang

Research output: Journal article publicationJournal articleAcademic researchpeer-review

2 Citations (Scopus)

Abstract

Purpose: This paper aims to improve operational efficiency and minimize accident frequency in cold storage facilities through adopting an effective occupational safety and health program. The hidden knowledge can be extracted from the warehousing operations to create the comfortable and safe workplace environment. Design/methodology/approach: A fuzzy association rule-based knowledge management system is developed by integrating fuzzy association rule mining (FARM) and rule-based expert system (RES). FARM is used to extract hidden knowledge from real operations to establish the relationship between safety measurement, personal constitution and key performance index measurement. The extracted knowledge is then stored and adopted in the RES to establish an effective occupational and safety program. Afterwards, a case study is conducted to validate the performance of the proposed system. Findings: The results indicate that the aforementioned relationship can be built in the form of IF-THEN rules. An appropriate safety and health program can be developed and applied to all workers, so that they can follow instructions to prevent cold induced injuries and also improve the productivity. Practical implications: Because of the increasing public consciousness of occupational safety and health, it is important for the workers in cold storage facilities where the ambient temperature is at/below 10°C. The proposed system can address the social problem and promote the importance of occupational safety and health in the society. Originality/value: This study contributes to the knowledge management system for improving the occupational safety and operational efficiency in the cold storage facilities.
Original languageEnglish
Pages (from-to)199-216
Number of pages18
JournalVINE Journal of Information and Knowledge Management Systems
Volume48
Issue number2
DOIs
Publication statusPublished - 1 Jan 2018

Keywords

  • Cold storage management
  • Knowledge discovery
  • Knowledge management system
  • Safety and health program

ASJC Scopus subject areas

  • Information Systems
  • Computer Networks and Communications
  • Library and Information Sciences
  • Management of Technology and Innovation

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