• Icon to change language to english
  • Icon to change language to english

USING DATA MINING PREDICTIVE MODELS AND ALGORITHMS FOR STUDENT RELATIONSHIP MANAGEMENT IN HIGHER EDUCATION

Authors

Keywords
data mining, predictive modeling, analytical student relationship management

Summary
The goal of all higher educational institutions is quality assurance in education. One way to reach this goal is by improving the decision-making procedures on the basis of predictive models that give knowledge and understanding of the various administrative and educational processes. Usually this meaningful knowledge is hidden among the educational database.

The current research is focused on the examination of the possibilities to adapt the industrial data mining technology to customer relationship management and administration in higher education. Based on data mining predictive algorithms, a model for analytical student relationship management is designed and implemented in real world higher educational institution (Tsenov Academy of Economics).

JEL: -
Pages: 45
Price: 3 Points

More titles

  • IMPROVEMENT METHODS IN THE SPHERE OF EDUCATION IN BUSINESS ANALYSIS UNDER THE CONDITIONS OF NEW REALITIES

    The reaching of European standards of education and convertibility of the educational product are quite serious arguments for the search of opportunities for improving education. The approaches for structuring the analysis, as well as its modern trends are examined with reference to the new realities. The information sources are evaluated ...

  • ECONOMIC EFFECTS OF THE KYOTO PROTOCOL ON THE FDI ATTRACTIVENESS OF THE NATIONAL ECONOMY

    In this study we investigate the economic consequences of environmental policy and in particular the impact of the Kyoto Protocol on the attractiveness of the national economy for FDI. We propose several alternative indicators for evaluation the strictness of environmental policy. The indicators are used in specifying an econometric model. We use ...

  • DEVELOPMENT AND APPLICATION OF STRATEGIES FOR CUSTOMER RELATIONSHIP MANAGEMENT(CRM)

    The application of the strategies for management of relationships with customers gives a possibility for the enterprises to increase their incomes through: realising of products and servies on the market, that correspond to the consumption needs of the customers; improvement of service and working with customers; optimizing the process of ...