Perancangan Data Warehouse dan Penerapan Data Mining Di Bidang Akademik Pada Institut Informatika Dan Bisnis Darmajaya
Abstract: Higher education
institution must be able to well perform processes of evaluation, planning and
management in order to win the competition in this globalization era. To
support any effort of the aforementioned, the institution needs qualified and
sufficient information supports so that it can probe and predict any potential
strength which existed.
Development data warehouse and data mining is kinds of solution
alternatives which can be done to help organization in finding and
understanding hidden patterns from the data provided. Data warehouse is a
collection of integrated databases which is used to support the process of
decision making. Data mining is a kind of analysis tool which is used to
extract any information provided in the data warehouse.
The research discussed a problem in designing data warehouse and applying
data mining to support the academic system at IBI Darmajaya in representing
potential information required for better academic services to learners. The
first executed steps was establishing the data warehouse of IBI Darmajaya, then
an analysis was conducted towards all saved data in the data warehouse by using
data mining techniques.
The results of this research is a data warehouse that can represent
information to support the evaluation process and acceptance of new students
campaign planning to the potential areas and school, advertising media that
will be used, monitoring of students’ academic status, evaluation and planning
of students’ study plans, and performance evaluation of study program within
the aspects of alumni quality and length of study. In addition, this research also result the
application of data mining for finding the rules that used to driving and
directing the students enthusiast and study program selection for prospective
new students.
Penulis: Sutedi
Kode Jurnal: jptinformatikadd100289
