Title :
Employee skills analysis using a hybrid neural network and expert system
Author :
Labate, Fran ; Medsker, Larry
Author_Institution :
American Univ., Washington, DC, USA
Abstract :
The integration of neural networks and expert systems creates the potential for systems that are more powerful than ones using either of the techniques alone. The project presented uses hybrid systems for analyzing corporate databases. In this amplification, a neural network is trained to recognize patterns of information in an employee database, and an expert system component combines those results with a rule-based analysis to recommend staffing for projects. Results are presented along with implementation details and recommendations for further work in this area
Keywords :
administrative data processing; database management systems; employment; expert systems; neural nets; corporate databases; employee database; expert system component; hybrid neural network; rule-based analysis; staffing; Data analysis; Databases; Expert systems; Geodynamics; Humans; Information analysis; Neural networks; Pattern analysis; Pattern recognition; Training data;
Conference_Titel :
Developing and Managing Intelligent System Projects, 1993., IEEE International Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-8186-3730-7
DOI :
10.1109/DMISP.1993.248616