Applying a Web Database Hybrid With Artificial Intelligence Techniques On New Employees
The Research aims at constructing a website specialized with
employment in Iraqi universities by using(Dreamweaver CS8).
The person who apply through this website are able to see the
advertisement of job vacancies in all Iraqi universities and know
the needed qualifications and documentations. all required
documents will be sent to the central Jobs Site. After an
interview with the applicant , The person in charge of the
interviews , starts to fill the rest of the information that depend
on the results of this interview. The stepwise regression method
was applied to sort variables and leave more influential variables
in the employment model. database was linked with the
(MATLAB version 8.1.0.604(R2013a)) through (Server) is
configured programmatically using the Toolbox databases in the
(MATLAB version 8.1.0.604(R2013a)) , which facilitates the
process of importing/Export the required data from/To the
database , which represents the stepwise regression inputs and
then to the hybrid neural network with expert system. The two
networks (NARX) and (BP) are used to be trained according to
pre-set rules and then choose the best network . the employment
Results are exported to the website to show the results
automatically. Finally all evaluation performance forms that are
accredited in the ministry of higher education and scientific
research in Iraq have been designed to evaluate the performance
of the teaching staff members. These forms will be filled by the
department manager in the college at the end of the year for the
purpose to installation or not.
Keywords: JDBC ,Web Database, Back Propagation, NARX, Expert Systems, Stepwise Regression
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ABOUT THE AUTHOR
Anhar Khairy Al-Deen
MIS Department, Mosul University , Mosul, Iraq
Anhar Khairy Al-Deen
MIS Department, Mosul University , Mosul, Iraq
