Knowledge elicitation through collaborative modelling: A case study of the British railway industry

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

Abstract

A vast range of data exists within the railway industry, and their availability continues to increase as a result of uninterrupted data collection processes across the industry. A recent research project has demonstrated the feasibility of using the data available within the railway industry to inform new mechanisms to assure safety and security of customers, staff and the public in an industry where the interdependence between physical and digital environments is set to grow exponentially over the next few years. The project delivered a small-scale solution which serves as a proof of concept for an approach to understanding the factors potentially affecting safety of complex rail systems. Elicitation of experts' knowledge of railway data and their importance for safety was therefore the key to its success. A collaborative modelling approach to knowledge elicitation from experts was used in this project. The approach, which had been applied in organisations in the past, was then applied to an industrial scale problem, where both the ownership of both the problem and the related knowledge are distributed and disparate. In this context the approach overcame many of the known challenges of knowledge elicitation and successfully produced, among other outcomes, a series of models of the knowledge domain. This paper describes the mechanism used to motivate and guide a group of key data and safety management experts from the British railway industry to contribute with their expertise to the development of a solution to understanding safety in tomorrow's railway.

Original languageEnglish
Title of host publicationProceedings of the 15th European Conference on Knowledge Management, ECKM 2014
PublisherAcademic Conferences and Publishing International Limited
Pages471-479
Number of pages9
Volume2
ISBN (Electronic)9781910309346, 9781910309346
Publication statusPublished - 2014
Event15th European Conference on Knowledge Management - Santarem, Portugal
Duration: 4 Sep 20145 Sep 2014

Conference

Conference15th European Conference on Knowledge Management
Abbreviated titleECKM 2014
CountryPortugal
CitySantarem
Period4/09/145/09/14

Keywords

  • Knowledge elicitation
  • Knowledge modelling
  • Knowledge transfer
  • Railway

ASJC Scopus subject areas

  • Information Systems and Management
  • Management Science and Operations Research

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  • Cite this

    Jahantab, M., Garcia-Perez, A., & Shaikh, S. (2014). Knowledge elicitation through collaborative modelling: A case study of the British railway industry. In Proceedings of the 15th European Conference on Knowledge Management, ECKM 2014 (Vol. 2, pp. 471-479). Academic Conferences and Publishing International Limited.