Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

video

Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

sound

Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Persian Version

Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

View:

445
Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Download:

131
Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Cites:

Information Journal Paper

Title

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

Pages

  23-34

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.

Cites

  • No record.

    • References

    Cite

    APA: Copy

    NEMATZADEH BALAGATABI, ZAHRA. (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. SID. https://sid.ir/paper/328692/en

    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[Internet]. 2012;3(2):23-34. Available from: https://sid.ir/paper/328692/en

    IEEE: Copy

    ZAHRA NEMATZADEH BALAGATABI, “COMPARISON OF DECISION TREE AND NAIVE BAYES METHODS IN CLASSIFICATION OF RESEARCHER'S COGNITIVE STYLES IN ACADEMIC ENVIRONMENT,” JOURNAL OF ADVANCES IN COMPUTER RESEARCH, vol. 3, no. 2, pp. 23–34, 2012, [Online]. Available: https://sid.ir/paper/328692/en

    Related Journal Papers

  • No record.

    • Related Seminar Papers

  • No record.

    • Related Plans

  • No record.

    • Recommended Workshops






    Move to top