Modeling Students' Learning Bugs and Skills Using Combining Multiple Bayesian Networks

碩士 === 國立臺中教育大學 === 數學教育學系 === 94 === The goal of this paper is trying to develop fusion methods for combining multiple Bayesian networks and to obtain better classification results than single Bayesian networks. Six fusion methods, Maximum, Minimum, Average, Product, Majority Vote and Fusion Struct...

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Main Authors:	Tien-Yu,Hsieh, 謝典佑
Other Authors:	Bor-Chen,Kuo
Format:	Others
Language:	zh-TW
Published:	2006
Online Access:	http://ndltd.ncl.edu.tw/handle/06642102650546308286

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spelling	ndltd-TW-094NTCTC4800102016-06-03T04:13:57Z http://ndltd.ncl.edu.tw/handle/06642102650546308286 Modeling Students' Learning Bugs and Skills Using Combining Multiple Bayesian Networks 多重貝氏網路在教育測驗上的應用 Tien-Yu,Hsieh 謝典佑碩士國立臺中教育大學數學教育學系 94 The goal of this paper is trying to develop fusion methods for combining multiple Bayesian networks and to obtain better classification results than single Bayesian networks. Six fusion methods, Maximum, Minimum, Average, Product, Majority Vote and Fusion Structure were proposed and evaluated based on educational test data. The results show that the proposed fusion methods, Structure Fusion, with dynamic cut-point selection can improve the classification accuracy. Bor-Chen,Kuo 郭伯臣 2006 學位論文 ; thesis 107 zh-TW
collection	NDLTD
language	zh-TW
format	Others
sources	NDLTD
description	碩士 === 國立臺中教育大學 === 數學教育學系 === 94 === The goal of this paper is trying to develop fusion methods for combining multiple Bayesian networks and to obtain better classification results than single Bayesian networks. Six fusion methods, Maximum, Minimum, Average, Product, Majority Vote and Fusion Structure were proposed and evaluated based on educational test data. The results show that the proposed fusion methods, Structure Fusion, with dynamic cut-point selection can improve the classification accuracy.
author2	Bor-Chen,Kuo
author_facet	Bor-Chen,Kuo Tien-Yu,Hsieh 謝典佑
author	Tien-Yu,Hsieh 謝典佑
spellingShingle	Tien-Yu,Hsieh 謝典佑 Modeling Students' Learning Bugs and Skills Using Combining Multiple Bayesian Networks
author_sort	Tien-Yu,Hsieh
title	Modeling Students' Learning Bugs and Skills Using Combining Multiple Bayesian Networks
title_short	Modeling Students' Learning Bugs and Skills Using Combining Multiple Bayesian Networks
title_full	Modeling Students' Learning Bugs and Skills Using Combining Multiple Bayesian Networks
title_fullStr	Modeling Students' Learning Bugs and Skills Using Combining Multiple Bayesian Networks
title_full_unstemmed	Modeling Students' Learning Bugs and Skills Using Combining Multiple Bayesian Networks
title_sort	modeling students' learning bugs and skills using combining multiple bayesian networks
publishDate	2006
url	http://ndltd.ncl.edu.tw/handle/06642102650546308286
work_keys_str_mv	AT tienyuhsieh modelingstudentslearningbugsandskillsusingcombiningmultiplebayesiannetworks AT xièdiǎnyòu modelingstudentslearningbugsandskillsusingcombiningmultiplebayesiannetworks AT tienyuhsieh duōzhòngbèishìwǎnglùzàijiàoyùcèyànshàngdeyīngyòng AT xièdiǎnyòu duōzhòngbèishìwǎnglùzàijiàoyùcèyànshàngdeyīngyòng
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Modeling Students' Learning Bugs and Skills Using Combining Multiple Bayesian Networks

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