Veri madenciliği teknikleri kullanılarak akademik yayınlar için performans değerlendirme sistemi

Research areas at large universities with a student body of 30K+ often include a wide range of disciplines from Social Sciences, Natural and Applied Sciences, Health Sciences, Fine Arts to Athletics. Therefore, it is challenge to evaluate and compare the research performance of individual researchers and departments within the university. In this study, a software has been developed to evaluate performance, support research and collaboration at Akdeniz University. The data for this study is obtained from the database of HR, Web of Science (Wos) and InCites. The data has been analyzed by data mining techniques and evaluated according to research areas. In this study, an original software for the evaluation of academic publication performance was implemented for the Higher Education Institutes. Research performance for an academic unit or staff may be accessible in real time. As publication performance is a good indicator of quality of research and impact, it can be used to determine the effectiveness of academicians and universities.