ANALISA DAN PEMANFAATAN ALGORITMA K-MEANS CLUSTERING PADA DATA NILAI SISWA SEBAGI PENENTUAN PENERIMA BEASISWA

ABSTRACT
Education can be said is one of the key formation of qualified human resources. But in fact,
there are various problems that exist in the world of education this country. The existence Scholarship is
one of the form. Scholarship in question is a scholarship for further education to university level
measurement using a favorite with the data value or achievement of students in the school. But not easy
to measure these students to be able to obtain a scholarship. One way to measure the value of data on
student achievement levels of students. Value is  an important component in student learning in the
school system, because the value of the student to be one measure of student mastery of the subject
matter. Students also become a reference value for decision making. Data values students need to be
grouped to distinguish good and bad value with a range of groups of a certain value. The result of
grouping these values can be used to create a school policy to provide scholarships. To solve the
problems in the above explanation is the utilization of the K-Means Clustering algorithm. K-Means
algorithm is the simplest clustering algorithm over other clustering algorithms. This algorithm has the
advantages of easy to implement and run, relatively fast, easy to adapt, and the most widely practiced in
the data mining tasks. Expected results with k-means clustering method is to determine the data value
corresponding student to get a scholarship to college recommendation by using some variables, such as
the data rate of students from grade 1 to grade 2 and the data on parental income. The end result is that
there is good value group (who will get scholarships) and low grades (which failed).

keywords : algorithms, clustering, k-means, scholarships

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