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2014 » Papers » Volume 3 » Dynamic: Hybrid case-based recommender system for assigning examination's rooms to supervisors 1. DYNAMIC: HYBRID CASE-BASED RECOMMENDER SYSTEM FOR ASSIGNING EXAMINATION'S ROOMS TO SUPERVISORS Authors: Ben Messaoud Montassar Volume 3 | DOI: 10.12753/2066-026X-14-147 | Pages: 50-58 | Download PDF | Abstract
The examination is the pivotal axis around which the educational system evolves and the success or failure of that process is an indicator of the quality of education that we provide to our youth. The Higher Institute of Commercial Studies in Carthage (IHEC-Tunisia), which is a public higher educational institution well equipped with necessary modern facilities and academic experience, has opted to provide a personalized examination's rooms recommendation system in order to curb the malpractices that threaten the integrity of the examination process and enter a new era in which growing number of e-transparency systems will be employed. The goal of this work is to explore all aspects of the examination problem and employ an intelligent system that can be more accurate and provide better recommendations to the examination's supervisors. The adopted strategy is based on a Case-Based Reasoning (CBR) mechanism by analyzing user's behaviors. The main reason for the choice of this technique is that examination management focuses particularly on the use of experience. A system largely relying on old cases that contain supervisor's preferences, previously recorded conflicts and presence states will enable obtaining more convenient recommendations and avoid making conflicting assignments. The recommender system, which we named "Dynamic" software, is already finished and it has been successfully tested by the IHEC examination's office. The Dynamic software created a competitive advantage, increased the job satisfaction and also inspired other tunisian higher institutes to adopt and replicate its model for their own administrative needs. | Keywords
Personalized recommendation system, Hybrid filtering, Examination's rooms assignment, Case-based reasoning. |
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