Research on Learners' Personality Mining Based on Improved Decision Tree Algorithm

In order to truly realize the personalized learning in which learners are looked as the main characters, we should focus on the characteristics of learners. In order to obtain the characteristics of learners, we should mine the characteristics of learners. In this paper we put forward a kind of data...

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Vydáno v:2008 Second International Conference on Genetic and Evolutionary Computing : 25-26 September 2008 s. 398 - 401
Hlavní autoři: Qiang Yang, Jianli Wang
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.09.2008
Témata:
Classification algorithms
Classification tree analysis
Data mining
Decision Tree Algorithm
Decision trees
Education
Merging
Personalized Data
Personalized Learning
Training
ISBN:9780769533346, 0769533345
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Abstract In order to truly realize the personalized learning in which learners are looked as the main characters, we should focus on the characteristics of learners. In order to obtain the characteristics of learners, we should mine the characteristics of learners. In this paper we put forward a kind of data mining algorithm based on improved decision tree, and combined with the characteristics data of personalized learning, then we simple analyze the application of the decision tree algorithm in the learners' personalized mining.
AbstractList In order to truly realize the personalized learning in which learners are looked as the main characters, we should focus on the characteristics of learners. In order to obtain the characteristics of learners, we should mine the characteristics of learners. In this paper we put forward a kind of data mining algorithm based on improved decision tree, and combined with the characteristics data of personalized learning, then we simple analyze the application of the decision tree algorithm in the learners' personalized mining.
Author Qiang Yang
Jianli Wang
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Snippet In order to truly realize the personalized learning in which learners are looked as the main characters, we should focus on the characteristics of learners. In...
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SubjectTerms Classification algorithms
Classification tree analysis
Data mining
Decision Tree Algorithm
Decision trees
Education
Merging
Personalized Data
Personalized Learning
Training
Title Research on Learners' Personality Mining Based on Improved Decision Tree Algorithm
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