An Agent-based Performance Evaluation System

Gbadebo A. O., Adebayo A. O.


Performance evaluation is one of the major factors that determine the growth and development of any organization. Competent and hardworking employees are identified proper appraisal, and promotion and gratuity are justly applied. Lack of clarity of performance metrics and bias create improper appraisal in organizations, with evaluation process mostly inconclusive, incomplete, and unfair, affecting the effectiveness of the result. This study, therefore, focused on developing a model and application towards achieving a staff-centric, task-centric and environment-centric computer-based appraisal system. In developing the proposed system, the spiral model of the Software Development Life Cycle was adopted. The software development environment consists of Netbeans Integrated Development Environment, Hypertext Mark-up language, MySQL, MySQL DB connector, Apache and PHPmyAdmin. The metrics that were used by the system to evaluate performance include attendance, employee responsiveness, punctuality and projects. The model was created and an agent-based performance evaluation application was developed as an instantiation of the model. The system revealed employee strengths and weaknesses regarding execution of a particular project. 


Performance Evaluation; Agent; Appraisal; Performance Metrics; Auto-Scoring.

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A.H.M. Shamsuzzoha,., and M.R.H. Shumon. "Employee Turnover- a Study of its Causes and Effects to Different Industries in Bangladesh." Manufacturing Engineering/ Vyrobne Inzinierstvo, 6.3, pp 64-68, 2007.

D. R. Ilgen, and J. M. Feldman, Performance appraisal: A process focus. Research in Organizational Behavior, 5(1), 141-197, 1983

G. Bohlander, and S. Snell. “Implementing compensation and security.” Managing Human Resources, 439-442, 2004.

H. Holgers, and K. Joost-Pieter “Model-checking algorithms for continuous-time Markov chains.” Software Engineering, IEEE Transactions on, 29(6), 524-541, 2014.

J. Qu, F. Dang, Y. Xu, and F. Fan. “Design and implementation of power enterprise staff performance appraisal system based on Flex and J2EE.” In Computational and Information Sciences (ICCIS), 2012 Fourth International Conference on, (2012) 702-705.

J.P. Muczyk, and G. Myron "Managing Sales Performance through a Comprehensive Performance Appraisal System," Journal of Personal Selling & Sales Management, 7, 41-52, 1987

K. Venclová, S. Andrea and K. Gabriela. “Identification of employee performance appraisal methods in agricultural organizations.” Journal of Competitiveness 5(2), 20-36, June 2013

L. E. Daoanis “Performance Appraisal System: It’s Implication to Employee Performance.” International Journal of Economics and Management Sciences, 2(3), 55-62, 2012.

L.S. Gordon (2016) “Performance Appraisal - An important managerial Responsibility. Internet: [February 23, 2016].

M. Armstrong, and A. Baron. Managing performance: performance management in action. London: CIPD, 2005.

N. Arbaiy, and Z. Suradi. “Staff performance appraisal using fuzzy evaluation.” International Conference on Artificial Intelligence Applications and Innovations, 195-203. Springer, Boston, MA. 2007.

N. J. Adler and S. Bartholomew. “Managing globally competent people.” The Executive, 6(3), 52-65, 1992.

R. Cintron. “Performance Appraisal: A Supervision or Leadership Tool?” International Journal of Business and Social Science, 2(17), 29-37, 2011.

S. Yu, Z. Lisha and L.Chen . "A method on post-evaluation of whole staff performance management based on fuzzy partial ordering and rough sets." Emergency Management and Management Sciences (ICEMMS), 2nd IEEE International Conference on, pp. 391-394, 2011.


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