X-2011-03: Besold, Tarek (2011) Computational Models of Analogy-Making. An Overview Analysis of Computational Approaches to Analogical Reasoning. [Report]
Preview |
Text (Full Text)
X-2011-03.text.pdf Download (662kB) | Preview |
![[thumbnail of Abstract]](https://eprints.illc.uva.nl/style/images/fileicons/text.png) |
Text (Abstract)
X-2011-03.abstract.txt Download (1kB) |
Abstract
We provide an overview of research on computational models of analogy-making.
The survey ranges from a fairly basic introduction to the topic of
computational analogy-making to reporting some quite recent advanced results
concerning the study of these systems, their properties and particularities.
When doing so, we mainly take a cognitive modeling and computer sciences
inspired point of view, mostly discarding other possible criteria such as
psychological or biological adequacy. We introduce different abstract types
of computational models of analogy-making in terms of symbol-based models,
connectionist models and hybrid models, before having a more detailed look
at one or two characteristic examples for implemented systems of each
category. Concludingly, after summarizing the characteristics of the studied
systems in a crisp synopsis, we present some basic aspects of
Heuristic-Driven Theory Projection, a mathematically sound framework for
analogy-making currently under construction.
| Item Type: | Report |
|---|---|
| Report Nr: | X-2011-03 |
| Series Name: | Technical Notes (X) Series |
| Year: | 2011 |
| Depositing User: | Benedikt |
| Date Deposited: | 12 Oct 2016 14:38 |
| Last Modified: | 12 Oct 2016 14:38 |
| URI: | https://eprints.illc.uva.nl/id/eprint/684 |
Actions (login required)
 |
View Item |
