Diagnosis Process Dynamics: Holding the Diagnostic Trackhound in Leash
Proceedings of the Thirteenth International Joint Conference on Artificial Intelligence. Qualitative Reasoning and Naive Physics. Pages 1460-1464.
Abstract
A main obstacle for building large diagnosis systems is the problem of deciding when to use which inference pattern or representation. If diagnostic actions such as changing representations or applying specific inference patterns are understood in terms of change of working hypotheses, the control problem becomes a belief revision problem: when to adopt or drop beliefs. Our approach proceeds in two steps. First, we adopt the principle of informational economy as kind of a law of inertia for diagnostic processes. It proposes candidates for revised belief states. In a secood step we employ specific diagnostic knowledge to actually choose the next belief state.
@inproceedings{ijcai1993p202,
title = {Diagnosis Process Dynamics: Holding the Diagnostic Trackhound in Leash},
author = {Böttcher, Claudia and Dressler, Oskar},
booktitle = {Proceedings of the Thirteenth International Joint Conference on
Artificial Intelligence, {IJCAI-93}},
publisher = {International Joint Conferences on Artificial Intelligence},
editor = {Ruzena Bajcsy},
pages = {1460--1464},
year = {1993},
note = {Qualitative Reasoning and Naive Physics},
url = {https://ijcai.org/proceedings/1993/202},
}
TY - CPAPER TI - Diagnosis Process Dynamics: Holding the Diagnostic Trackhound in Leash AU - Böttcher, Claudia AU - Dressler, Oskar T2 - Proceedings of the Thirteenth International Joint Conference on Artificial Intelligence, IJCAI-93 PB - International Joint Conferences on Artificial Intelligence PY - 1993 SP - 1460 EP - 1464 UR - https://ijcai.org/proceedings/1993/202 ER -Copied
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