Integrating Multiple Knowledge Representations and Learning Capabilities in an Expert System: The ADVISE System

Michalski, Ryszard S.; Baskin, Arthur B.

Integrating Multiple Knowledge Representations and Learning Capabilities in an Expert System: The ADVISE System

Download BibTeX Cite

Proceedings of the Eighth International Joint Conference on Artificial Intelligence. Expert Systems. Pages 256-257.

Abstract

The ADVISE system is an integrated set of tools for the development of and experimentation with expert systems in various specific application domains. It functions as a multi-purpose inference system that employs three knowledge representations : a rule-base, a conceptual network and a relational data base. In addition, it includes learning capabilities by incorporating the inductive learning program s GEM (for learning from examples) and CLUSTER (for constructing cl assifications). Three expert syste ms ha ve bee n developed using ADVISE: PLANT/ds (venion 2)--for diagnosing soybean di seases, PLANT fed--for predicting cutworm damage to corn, and BABY--a cons ultant for the neo-natal intensive care unit.

Ryszard S. Michalski, and Arthur B. Baskin. 1983. Integrating Multiple Knowledge Representations and Learning Capabilities in an Expert System: The ADVISE System. In Proceedings of the Eighth International Joint Conference on Artificial Intelligence, IJCAI-83. IJCAI, 256–257. https://ijcai.org/proceedings/1983/63

@inproceedings{ijcai1983p63,
  title     = {Integrating Multiple Knowledge Representations and Learning Capabilities in an Expert System: The ADVISE System},
  author    = {Michalski, Ryszard S. and Baskin, Arthur B.},
  booktitle = {Proceedings of the Eighth International Joint Conference on
               Artificial Intelligence, {IJCAI-83}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  editor    = {Alan Bundy},
  pages     = {256--257},
  year      = {1983},
  note      = {Expert Systems},
  url       = {https://ijcai.org/proceedings/1983/63},
}

TY  - CPAPER
TI  - Integrating Multiple Knowledge Representations and Learning Capabilities in an Expert System: The ADVISE System
AU  - Michalski, Ryszard S.
AU  - Baskin, Arthur B.
T2  - Proceedings of the Eighth International Joint Conference on Artificial Intelligence, IJCAI-83
PB  - International Joint Conferences on Artificial Intelligence
PY  - 1983
SP  - 256
EP  - 257
UR  - https://ijcai.org/proceedings/1983/63
ER  -