Bayesian network student modeling of novice C programmers

Intelligent Tutoring Systems must make use of student models to represent the knowledge of their users. Although there are currently several different implementations of Bayesian network student models in existence, they all model the students current state of knowledge only. They do not address the...

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Main Author: Argao, Jose Emmanuel O.
Format: text
Language:English
Published: Animo Repository 2005
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Online Access:https://animorepository.dlsu.edu.ph/etd_masteral/3341
https://animorepository.dlsu.edu.ph/cgi/viewcontent.cgi?article=10179&context=etd_masteral
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Institution: De La Salle University
Language: English
id oai:animorepository.dlsu.edu.ph:etd_masteral-10179
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spelling oai:animorepository.dlsu.edu.ph:etd_masteral-101792022-06-01T03:56:59Z Bayesian network student modeling of novice C programmers Argao, Jose Emmanuel O. Intelligent Tutoring Systems must make use of student models to represent the knowledge of their users. Although there are currently several different implementations of Bayesian network student models in existence, they all model the students current state of knowledge only. They do not address the need to come up with a way to integrate the representation of misconceptions that may exist in a students mind into their network. Because the presence of misconceptions can affect the thought processes of students, the ability to model them in a Bayesian network student model should improve that models ability to make approximations about the user. The aim of this research is to design a Bayesian network student model for Novice C Programmers. Keywords: Intelligent Tutoring System, Bayesian network, Student Model, Misconception 2005-12-10T08:00:00Z text application/pdf https://animorepository.dlsu.edu.ph/etd_masteral/3341 https://animorepository.dlsu.edu.ph/cgi/viewcontent.cgi?article=10179&context=etd_masteral Master's Theses English Animo Repository Bayesian statistical decision theory Intelligent tutoring systems Computer programs Computer Sciences
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
language English
topic Bayesian statistical decision theory
Intelligent tutoring systems
Computer programs
Computer Sciences
spellingShingle Bayesian statistical decision theory
Intelligent tutoring systems
Computer programs
Computer Sciences
Argao, Jose Emmanuel O.
Bayesian network student modeling of novice C programmers
description Intelligent Tutoring Systems must make use of student models to represent the knowledge of their users. Although there are currently several different implementations of Bayesian network student models in existence, they all model the students current state of knowledge only. They do not address the need to come up with a way to integrate the representation of misconceptions that may exist in a students mind into their network. Because the presence of misconceptions can affect the thought processes of students, the ability to model them in a Bayesian network student model should improve that models ability to make approximations about the user. The aim of this research is to design a Bayesian network student model for Novice C Programmers. Keywords: Intelligent Tutoring System, Bayesian network, Student Model, Misconception
format text
author Argao, Jose Emmanuel O.
author_facet Argao, Jose Emmanuel O.
author_sort Argao, Jose Emmanuel O.
title Bayesian network student modeling of novice C programmers
title_short Bayesian network student modeling of novice C programmers
title_full Bayesian network student modeling of novice C programmers
title_fullStr Bayesian network student modeling of novice C programmers
title_full_unstemmed Bayesian network student modeling of novice C programmers
title_sort bayesian network student modeling of novice c programmers
publisher Animo Repository
publishDate 2005
url https://animorepository.dlsu.edu.ph/etd_masteral/3341
https://animorepository.dlsu.edu.ph/cgi/viewcontent.cgi?article=10179&context=etd_masteral
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