Indian Journal of Automation and Artificial Intelligence

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Recently, by development of internet, it is user's right to achieve the best answer based on what they demand. Also, classification is the task which is essential in data mining. Nowadays, there are many classification techniques to eliminate the classification problems such as Decision tree, SVM, Genetic Algorithm, Bayesian and others. In this paper, the researchers are classified to "Expert" and "Novice" based on cognitive style factors to have the best practicable answers. Academic environment has been chosen as a domain of this research. An important aim of this research is to classify the researchers based on Decision tree and Support Vector Machine techniques and finally according to the highest accuracy, choose the best technique to help the researchers to have the best answer based on their request in digital libraries.

Keywords

Data Mining, Classification, Cognitive Styles, Decision Tree, SVM, Academic Environment
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