Trends in expert system development: A longitudinal content analysis of over thirty years of expert system case studies

作者:

Highlights:

• Diagnostic expert system applications continue to be the most popular.

• Synthetic type problem domains (such as design and planning) tend you yield higher impact systems.

• Rule-based knowledge representations tend you yield higher impact expert system applications.

• Unstructured interviews are not commonly used now for knowledge acquisition.

• In the past, structured and unstructured interviews tended to yield systems with equally high impact.

摘要

•Diagnostic expert system applications continue to be the most popular.•Synthetic type problem domains (such as design and planning) tend you yield higher impact systems.•Rule-based knowledge representations tend you yield higher impact expert system applications.•Unstructured interviews are not commonly used now for knowledge acquisition.•In the past, structured and unstructured interviews tended to yield systems with equally high impact.

论文关键词:Expert systems,Case study,Content analysis,Knowledge-based systems

论文评审过程:Received 20 August 2016, Revised 23 December 2016, Accepted 24 January 2017, Available online 26 January 2017, Version of Record 7 February 2017.

论文官网地址:https://doi.org/10.1016/j.eswa.2017.01.028