Coherent Knowledge Processing at Maximum Entropy by SPIRIT
Abstract
SPIRIT is an expert system shell for probabilistic knowledge bases. Knowledge acquisition is performed by processing facts and rules on discrete variables in a rich syntax. The shell generates a probability distribution which respects all acquired facts and rules and which maximizes entropy. The user-friendly devices of SPIRIT to define variables, formulate rules and create the knowledge base are revealed in detail. Inductive learning is possible. Medium sized applications show the power of the system.
Cite
Text
Rödder and Meyer. "Coherent Knowledge Processing at Maximum Entropy by SPIRIT." Conference on Uncertainty in Artificial Intelligence, 1996.Markdown
[Rödder and Meyer. "Coherent Knowledge Processing at Maximum Entropy by SPIRIT." Conference on Uncertainty in Artificial Intelligence, 1996.](https://mlanthology.org/uai/1996/rodder1996uai-coherent/)BibTeX
@inproceedings{rodder1996uai-coherent,
title = {{Coherent Knowledge Processing at Maximum Entropy by SPIRIT}},
author = {Rödder, Wilhelm and Meyer, Carl-Heinz},
booktitle = {Conference on Uncertainty in Artificial Intelligence},
year = {1996},
pages = {470-476},
url = {https://mlanthology.org/uai/1996/rodder1996uai-coherent/}
}