An Intelligent Decision Support System for Faculty Evaluation

Zaher, Hegazy; Abd El- Wahed, W. F.; El-Sherbiny, Mahmoud M.; Matloub, Haidy

doi:10.21608/ijci.2007.33931

An Intelligent Decision Support System for Faculty Evaluation

Document Type : Original Article

Authors

¹ Institute of Statistical Studies and Research (ISSR), Cairo University, Egypt.

² Faculty of computers & Information, Shiben El- Kom, Menoufia University, Egypt.

³ Operations Research Dept, Institute of Statistical Studies and Research (ISSR), Cairo University, Egypt.

⁴ Operations Research Dept, Institute of Statistical Studies and Research (ISSR), Cairo University, Egypt

10.21608/ijci.2007.33931

Abstract

This paper presents an intelligent decision support system (IDSSFPE) for faculty performance evaluation. The requirements of the faculty decision makers are identified through the analysis and the design of the IDSSFPE. Three models based of the IDSSFPE are illustrated. Such models are: i) The performance measurement model based on data envelopment analysis (DEA), ii) Number of applicants estimation model, and iii) Applicants classification model based on artificial neural network (ANN).

Keywords