dc.description.abstract | ABSTRACT
With the reform in Taiwan educational system and the implementation of Multiple Entrance Program, there are four channels to enter the high school - open admission, admission by recommendation and screening, admission by application, and admission by registration and placement. However, for the past decade, the birth rate declines constantly. This brings impact on various dimensions. Many schools have to decrease the number of classes, especially in private high school. In order to confront the situation, all of the high schools try hard to establish their feature and raise student’s level.
The case study is conducted by analyzing students’ background and grade with business intelligence and providing the meaningful reference in student recruitment and counseling. Then, we build the warehouse system according to our data, which consist of the freshmen’s personal information from 2002 - 2006 of school A, and analysis it by olap and association rule respectively.
The study aims to achieve the following purposes:
1. To build up a complete data warehouse by integrating all the students’ data.
2. To analyze student’s background and grades by business intelligence and provide the reference for student recruitment
3. Take Department of Data Processing for example, to find the relationship between the grades of core subjects and offer the information for student recruitment and counseling.
Finally, the research provides five suggestions to school according to the result. Besides, we expect that school can offer students assistance by the use of IT and construct a win-win situation.
Keywords: Business Intelligence, Data warehouse, OLAP, Data mining, Association Rule
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