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Paper Information

Journal:   JOURNAL OF ADVANCES IN COMPUTER RESEARCH   MAY 2012 , Volume 3 , Number 2; Page(s) 23 To 34.
 
Paper: 

COMPARISON OF DECISION TREE AND NAIVE BAYES METHODS IN CLASSIFICATION OF RESEARCHER'S COGNITIVE STYLES IN ACADEMIC ENVIRONMENT

 
 
Author(s):  NEMATZADEH BALAGATABI ZAHRA*
 
* DEPARTMENT OF COMPUTER ENGINEERING, SARI BRANCH, ISLAMIC AZAD UNIVERSITY, SARI, IRAN
 
Abstract: 

In today world of internet, it is important to feedback the users based on what they demand. Moreover, one of the important tasks in data mining is classification. Today, there are several classification techniques in order to solve the classification problems like Genetic Algorithm, Decision Tree, Bayesian and others. In this article, it is attempted to classify researchers to "Expert" and "Novice" based on cognitive style factors in order to have as best as possible answers. The domain of this research is based on academic environment. The critical point of this study is to classify the researchers based on Decision Tree and Naive Bayes techniques and finally select the best method based on the highest accuracy of each method to help the researchers to have the best feedback based on their demands in the digital libraries.

 
Keyword(s): DATA MINING, CLASSIFICATION, COGNITIVE STYLES, DECISION TREE, NAIVE BAYES, ACADEMIC ENVIRONMENT
 
 
References: 
 
Citations: 
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APA: Copy

NEMATZADEH BALAGATABI, Z. (2012). COMPARISON OF DECISION TREE AND NAIVE BAYES METHODS IN CLASSIFICATION OF RESEARCHER'S COGNITIVE STYLES IN ACADEMIC ENVIRONMENT. JOURNAL OF ADVANCES IN COMPUTER RESEARCH, 3(2), 23-34. https://www.sid.ir/en/journal/ViewPaper.aspx?id=276775



Vancouver: Copy

NEMATZADEH BALAGATABI ZAHRA. COMPARISON OF DECISION TREE AND NAIVE BAYES METHODS IN CLASSIFICATION OF RESEARCHER'S COGNITIVE STYLES IN ACADEMIC ENVIRONMENT. JOURNAL OF ADVANCES IN COMPUTER RESEARCH. 2012 [cited 2021July29];3(2):23-34. Available from: https://www.sid.ir/en/journal/ViewPaper.aspx?id=276775



IEEE: Copy

NEMATZADEH BALAGATABI, Z., 2012. COMPARISON OF DECISION TREE AND NAIVE BAYES METHODS IN CLASSIFICATION OF RESEARCHER'S COGNITIVE STYLES IN ACADEMIC ENVIRONMENT. JOURNAL OF ADVANCES IN COMPUTER RESEARCH, [online] 3(2), pp.23-34. Available: https://www.sid.ir/en/journal/ViewPaper.aspx?id=276775.



 
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