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Davies, J., Goel, Ashok K. & Nersessian, N. J. (2005) Transfer in
visual case-based problem-solving.
Proceedings of the 6th International Conference on Case-Based
Reasoning. Springer-Verlag.
Cite this for:
- Galatea model of L14 and L22
- Algorithmic pseudocode description of Galatea
Publisher:
Springer-Verlag for the
6th International Conference on Case-Based Reasoning
BibTex Entry:
@InProceedings{DaviesGoelNersessian2005a,
author = {Davies, Jim and Goel, Ashok K. and Nersessian, Nancy
J.},
title = {Transfer in visual case-based problem-solving},
booktitle = {Proceedings of the 6th International Conference on Case-Based Reasoning},
crossref = {},
key = {},
pages = {},
year = {2005},
editor = {},
volume = {},
number = {},
series = {},
address = {},
month = {},
organization = {},
publisher = {Springer-Verlag},
note = {},
annote = {}
}
PDF
From the
Visual Analogy research theme.
Abstract
We present a computational model of case-based visual problem
solving. The Galatea model and the two experimental participants
modeled in it show that 1) visual knowledge is sufficient for transfer
of some problem-solving procedures, 2) visual knowledge facilitates
transfer even when non-visual knowledge might be available, and 3) the
successful transfer of strongly-ordered procedures in which new
objects are created requires the reasoner to generate intermediate
knowledge states and mappings between the intermediate knowledge
states of the source and target cases. We describe Galatea, the two
models created with it, and related work.
Back to Jim Davies's list of
publications.
JimDavies
(
jim@jimdavies.org
)