Open Access Open Access  Restricted Access Subscription Access

Employee Performance Appraisal System Using Fuzzy Logic


Affiliations
1 The Department of Electrical and Computer Engineering, The University of Michigan - Dearborn, MI, United States
2 Collage of Computer Science and Information Technology, Collage of Post Graduate, Sudan University of Science and technology, Sudan
 

Evaluation of employee performance is an important element in enhancing the quality of the work and improves employees' motivation to perform well. It also presents a basis for upgrading and enhancing of an organization. Periodical employees' performance evaluation in an organization assists management to recognize its strengths and weaknesses.

This paper presents a design and implementation of a performance appraisal system using the fuzzy logic. In addition to the normal process of performance evaluation modules, the system contains step by step inference engine processes. These processes demonstrate several calculation details in relations composition and aggregation methods such as min operator, algebraic product, sup-min and sup-product. The system has foundation to add-on analysis module to analyze and report the final result using various similarity measures. MS Access database was used to maintain the data, build the inference logic and develop all setting user interfaces.


Keywords

Employee Evaluation, Fuzz logic Controller, Performance Appraisal, Performance Criteria, Rating.
User
Notifications
Font Size

Abstract Views: 285

PDF Views: 216




  • Employee Performance Appraisal System Using Fuzzy Logic

Abstract Views: 285  |  PDF Views: 216

Authors

Adnan Shaout
The Department of Electrical and Computer Engineering, The University of Michigan - Dearborn, MI, United States
Mohamed Khalid Yousif
Collage of Computer Science and Information Technology, Collage of Post Graduate, Sudan University of Science and technology, Sudan

Abstract


Evaluation of employee performance is an important element in enhancing the quality of the work and improves employees' motivation to perform well. It also presents a basis for upgrading and enhancing of an organization. Periodical employees' performance evaluation in an organization assists management to recognize its strengths and weaknesses.

This paper presents a design and implementation of a performance appraisal system using the fuzzy logic. In addition to the normal process of performance evaluation modules, the system contains step by step inference engine processes. These processes demonstrate several calculation details in relations composition and aggregation methods such as min operator, algebraic product, sup-min and sup-product. The system has foundation to add-on analysis module to analyze and report the final result using various similarity measures. MS Access database was used to maintain the data, build the inference logic and develop all setting user interfaces.


Keywords


Employee Evaluation, Fuzz logic Controller, Performance Appraisal, Performance Criteria, Rating.