Formulation of Cognitive Diagnosis as Heuristic Classification

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Citation: David C. Wilkins. (1987) Formulation of Cognitive Diagnosis as Heuristic Classification. In KSL-86-71, 1987.

Publication techreport ( Edit )
type Technical Report
bibtype techreport
Bibtex basics
author David C. Wilkins
title Formulation of Cognitive Diagnosis as Heuristic Classification
number KSL-86-71
institution Knowledge Systems, AI Laboratory
address Pittsburgh
year 1987
Bibtex more
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abstract [[abstract::An apprenticeship learining system improves itself in the course of observing problem solving actions and analyzing each action using underlying theories of the domain [MMS85]. In many expert domains, the key task that confronts an apprenticeship learining system is cognitive diagnosis, which is the task of infering explanations of observed human behavior [CBN, OL85]. My talk will describe an approach to automating the process of cognitive diagnosis for taks solved using the heuristic classification method of hypothesis-directed reasoning [Cla85]. Validation of the approach is being carried out in the domain of medical diagnosis, modeling human problem solvers against the NEOMYCIN knowledge base [Cla84]. Psychological studies have shown hypothesis-directed reasoning to be a cognitively plausible model of medical problem solving [ESS78].|An apprenticeship learining system improves itself in the course of observing problem solving actions and analyzing each action using underlying theories of the domain [MMS85]. In many expert domains, the key task that confronts an apprenticeship learining system is cognitive diagnosis, which is the task of infering explanations of observed human behavior [CBN, OL85]. My talk will describe an approach to automating the process of cognitive diagnosis for taks solved using the heuristic classification method of hypothesis-directed reasoning [Cla85]. Validation of the approach is being carried out in the domain of medical diagnosis, modeling human problem solvers against the NEOMYCIN knowledge base [Cla84]. Psychological studies have shown hypothesis-directed reasoning to be a cognitively plausible model of medical problem solving [ESS78].]]

KSL Technical Report ID: KSL-86-71
Facts about Formulation of Cognitive Diagnosis as Heuristic ClassificationRDF feed
Address Pittsburgh  +
Author David C. Wilkins  +
Bibtype techreport  +
Has author David C. Wilkins  +
Has identifier KSL-86-71  +
Has publishing details 1987  +
Has title Formulation of Cognitive Diagnosis as Heuristic Classification  +
Has where published KSL-86-71  +
Has year 1987  +
Institution Knowledge Systems, AI Laboratory  +
Ksl tr id KSL-86-71  +
Number KSL-86-71  +
Process note YES  +
Title Formulation of Cognitive Diagnosis as Heuristic Classification  +
Year 1987  +
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