A guide to expert systems
Expert systems 1986
International Journal of Man-Machine Studies
Expert systems: the next challenge for managers
Sloan Management Review
Introduction to expert systems
Introduction to expert systems
Expert systems: tools and applications
Expert systems: tools and applications
Building expert systems: cognitive emulation
Building expert systems: cognitive emulation
From systems analysis to knowledge engineering: how to avoid the cultural shock?
SIGBDP '90 Proceedings of the 1990 ACM SIGBDP conference on Trends and directions in expert systems
Selection criteria for expert system shells: a socio-technical framework
Communications of the ACM
Early expert systems: where are they now?
MIS Quarterly
Cognitive mapping and certainty neuron fuzzy cognitive maps
Information Sciences: an International Journal
Inference engine greediness: subsumption and suboptimality
Decision Support Systems - Eighth workshop on the validation and verification of knowledge-based systems
Knowledge reuse among diagnostic problem-solving methods in the shell-kit D3
International Journal of Human-Computer Studies
A fuzzy approach towards inferential data mining
Proceedings of the 23rd international conference on on Computers and industrial engineering
A collaborative fuzzy expert system for the Web
ACM SIGMIS Database
Fuzzy cognitive map for the design of EDI controls
Information and Management
Journal of the American Society for Information Science and Technology
Expert Systems: Principles and Programming
Expert Systems: Principles and Programming
Expert Systems and Applied Artificial Intelligence
Expert Systems and Applied Artificial Intelligence
Creating Expert Systems for Business and Industry
Creating Expert Systems for Business and Industry
A Recency Inference Engine for Connectionist Knowledge Bases
Applied Intelligence
Transfer Pricing-Integrating Expert Systems in MIS Environments
IEEE Expert: Intelligent Systems and Their Applications
Problem-Solving Methods in Artificial Intelligence
Problem-Solving Methods in Artificial Intelligence
Integrating expert systems and decision support systems
MIS Quarterly
FuzzyShell: a large-scale expert system shell using fuzzy logic for uncertainty reasoning
IEEE Transactions on Fuzzy Systems
On causal inference in fuzzy cognitive maps
IEEE Transactions on Fuzzy Systems
Dynamical cognitive network - an extension of fuzzy cognitive map
IEEE Transactions on Fuzzy Systems
Learning in certainty-factor-based multilayer neural networks for classification
IEEE Transactions on Neural Networks
IEEE Transactions on Neural Networks
RTESS: real time expert system shell
Proceedings of the 11th International Conference on Information Integration and Web-based Applications & Services
Knowledge-Based Systems
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The inference engine (IE) is a crucial component of expert systems (ES). As the management environment has become rapidly digitalized with the advent of the Internet, the traditional IE is now facing a severe criticism - i.e., that it cannot effectively provide an agile, knowledge-based decision support suitable for a wide variety of problems. The objective of this paper is to propose a new type of ES called IMIXAO (Integer-Matrix-driven Inference based on an eXtended AND-OR graph), with an integer-matrix-driven IE based on an extended AND-OR graph framework. Traditionally, the AND-OR graph is used for making inferences in the ES area. Theoretical backgrounds of IMIXAO are presented in this paper, focusing on what an extended AND-OR graph is in terms of inference. The experiment conducted in this study, with an illustrative example of dermatological diseases classification, revealed that the proposed IMIXAO can make precise and agile inferences in a complex situation.