EmployeesProfileViewer is my MSc final project. Consists of an application to represent the employees of an organization in a graphic map according to personal skills, using their evaluations on the different competences which the company needs.
This software generates a graphical representation of the employees in a 2D map of coordinates, that pojects each worker as a figure in the map. The geometric characteristics of each one of these shapes will tell us how are the skills of the employee represented, and it is shown in a simple and visual mode. Furthermore, each employee is placed according to his/her knowledge allowing thus an easy detection of groups with similar profiles segmenting heterogeneous groups and perceiving employees’ skills evolutions during a given period of time.
The principal contribution of this project is to allow the human resources manager use vague data, that is data associated with a degree of uncertain.
(More details on wiki page)
Features
- Fuzzy logic
- Data visualization
- Genetic algorithm
- MultiDimensional Scaling
- Data mining