An Examination of the Third Stage in the Analogy Process: Verification-based Analogical Learning
Proceedings of the Tenth International Joint Conference on Artificial Intelligence. Knowledge Acquisition. Pages 260-262.
Abstract
M~ny studio• of ~nalogy in Artiflci:.llntelligence have focuaed on ~n:.logy u :. heuristic mechanism to guide search ~nd aimplify problem aolving or u a buia for forming gener~lizationa . Thia paper examine• analogical leaming, where an~logy ia used to conjecture new knowledge about some domain. A theory of Verification-Baud Analogical Learning ia preaented which ~ddre11e1 the tenuous n~ture of ~nalogic~lly inferred concepti ~nd deacribea procedure• that can be used to increase confidence in the inferred knowledge. The theory describe• how ~nalogy may be uaed to diocover ~nd refine acientiflc modet. of the physical world . Ex~mplea ~re t~ken from an implemented ayatem, which diecoven qualit~tive modele of proceuea ouch u liquid flow and heat flow .
@inproceedings{ijcai1987p52,
title = {An Examination of the Third Stage in the Analogy Process: Verification-based Analogical Learning},
author = {Falkenhainer, Brian},
booktitle = {Proceedings of the Tenth International Joint Conference on
Artificial Intelligence, {IJCAI-87}},
publisher = {International Joint Conferences on Artificial Intelligence},
editor = {John McDermott},
pages = {260--262},
year = {1987},
note = {Knowledge Acquisition},
url = {https://ijcai.org/proceedings/1987/52},
}
TY - CPAPER TI - An Examination of the Third Stage in the Analogy Process: Verification-based Analogical Learning AU - Falkenhainer, Brian T2 - Proceedings of the Tenth International Joint Conference on Artificial Intelligence, IJCAI-87 PB - International Joint Conferences on Artificial Intelligence PY - 1987 SP - 260 EP - 262 UR - https://ijcai.org/proceedings/1987/52 ER -Copied
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