A Theory of the Acquisition of Episodic Memory

Ramirez, Carlos and Cooley, Roger (1997) A Theory of the Acquisition of Episodic Memory. In: ECML'97: Case-Based Reasoning Workshop: Beyond Classification of Feature Vectors. (Full text available)

Postscript
Download (136kB)
[img]
Preview
PDF
Download (112kB)
[img]
Preview

Abstract

Abstract Case-based reasoning (CBR) has been viewed by many as just a methodology for building systems, but the foundations of CBR are psychological theories. Dynamic Memory (Schank, 1982) was the first attempt to describe a theory for learning in computers and people, based on particular forms of data structures and processes, that nowadays are widely used in a variety of forms in CBR. In addition to being useful for system building, CBR provides a way of discussing a range of issues concerned with cognition. This focus on the practical uses of CBR has deflected attention from the need to develop further the underlying theory. In particular, the issue of knowledge acquisition, in not adequately handled by the existing theory. This paper discusses this theoretical weakness and then proposes an enhanced model of learning which is compatible with the CBR paradigm.

Item Type: Conference or workshop item (Paper)
Uncontrolled keywords: Case-based reasoning, dynamic memory theory, scripts, schemata, learning
Subjects: Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming,
Divisions: Faculties > Science Technology and Medical Studies > School of Computing > Applied and Interdisciplinary Informatics Group
Depositing User: Mark Wheadon
Date Deposited: 25 Jul 2009 20:22
Last Modified: 13 Jun 2014 08:43
Resource URI: http://kar.kent.ac.uk/id/eprint/21525 (The current URI for this page, for reference purposes)
  • Depositors only (login required):

Downloads

Downloads per month over past year