Aggregating and updating experts' knowledge: an experimental evaluation of five classification techniques

B Mak, T Bui, R Blanning - Expert systems with Applications, 1996 - Elsevier
Knowledge acquisition consists of eliciting expertise from one or more experts in order to
construct a knowledge base. When knowledge is elicited from multiple experts, it is …

A composite approach to inducing knowledge for expert systems design

TP Liang - Management Science, 1992 - pubsonline.informs.org
Knowledge acquisition is a bottleneck for expert system design. One way to overcome this
bottleneck is to induce expert system rules from sample data. This paper presents a new …

Knowledge elicitation with multiple experts: considerations and techniques

KL McGraw, MR Seale - Artificial Intelligence Review, 1988 - Springer
The already difficult knowledge acquisition process is complicated when the expert system
being developed requires interaction with multiple experts. In this tutorial for novice …

An experimental evaluation of integrating machine learning with knowledge acquisition

GI Webb, J Wells, Z Zheng - Machine Learning, 1999 - Springer
Abstract Machine learning and knowledge acquisition from experts have distinct capabilities
that appear to complement one another. We report a study that demonstrates the integration …

Gathering Expert Knowledge in Process Industry

S Luftensteiner, GC Chasparis, M Mayr - Procedia Computer Science, 2023 - Elsevier
Abstract Knowledge intensive processes are often driven and constrained by mental models
of experts. Especially in industrial processes, the knowledge is not explicit but tacit in many …

A fuzzy logic‐driven multiple knowledge integration framework for improving the performance of expert systems

KC Lee, JH Han, YU Song… - Intelligent Systems in …, 1998 - Wiley Online Library
To maintain a high performance in an ill‐structured situation, expert systems should depend
on multiple sources of knowledge rather than a single type. For this reason, we propose …

Eliciting knowledge and transferring it effectively to a knowledge-based system

BR Gaines, MLG Shaw - IEEE Transactions on knowledge and …, 1993 - ieeexplore.ieee.org
The knowledge acquisition bottleneck impeding the development of expert systems is being
alleviated by the development of computer-based knowledge acquisition tools. These work …

Modeling experts' consensual judgments for new product entry timing

B Mak, T Bui - IEEE Transactions on Systems, Man, and …, 1996 - ieeexplore.ieee.org
This paper presents a modeling technique that extracts judgments and decisions from
experts to derive a consensual model for decision support. The proposed approach is …

The elicitation of expert knowledge

J Leplat - Intelligent decision support in process environments, 1986 - Springer
The elicitation of knowledge from an expert is practised in several fields and is of interest to
various types of specialists: psychologists, pedagogues, cognitivists, engineers. There may …

Knowledge acquisition: issues, techniques, and methodology

YI Liou - Proceedings of the 1990 ACM SIGBDP conference on …, 1990 - dl.acm.org
The application of expert systems in organizations has increased dramatically in recent
years. The power of these expert systems mainly derives from the knowledge they possess …