A New Inference Method for Frame-Based Expert Systems
Abstract
This paper introduces a new frame-based model of diagnostic reasoning which is based on a generalization of the classic set covering problem in mathematics. The model directly handles multiple simultaneous disorders, it can be formalized, it is intuitively plausible, it provides an approach to partial matching, and it is justifiable in terms of past empirical studies of human diagnostic reasoning. We are using this model as an inference method in diagnostic expert systems, and contrast it with the inference methods used in previous similar systems.
Cite
Text
Reggia et al. "A New Inference Method for Frame-Based Expert Systems." AAAI Conference on Artificial Intelligence, 1983.Markdown
[Reggia et al. "A New Inference Method for Frame-Based Expert Systems." AAAI Conference on Artificial Intelligence, 1983.](https://mlanthology.org/aaai/1983/reggia1983aaai-new/)BibTeX
@inproceedings{reggia1983aaai-new,
title = {{A New Inference Method for Frame-Based Expert Systems}},
author = {Reggia, James A. and Nau, Dana S. and Wang, Pearl Y.},
booktitle = {AAAI Conference on Artificial Intelligence},
year = {1983},
pages = {333-337},
url = {https://mlanthology.org/aaai/1983/reggia1983aaai-new/}
}