SISTEM PENCARIAN POTENSI BIDANG MINAT REKAYASA PERANGKAT LUNAK DAN SISTEM CERDAS MENGGUNAKAN K-HARMONIC MEANS
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Institusion
Universitas Muhammadiyah Gresik
Author
MUDAWAMAH, SYARIFATUL
Subject
Informatics Engineering
Datestamp
2019-07-02 08:22:50
Abstract :
Muhammadiyah University of Gresik as one of the academic community institution that has Informatics Major is expected to detect trend of the potential of every students. The problem is most of college students are less aware of their capabilities so we need a search sy stem of potential college students. This research is expected to recognize the college student potential earlier so as to facilitate college students to develop their potential, facilitate college students in making the topic of the final project, and to produce qualified graduates college students in the field who are able to apply their knowledge in the community. System testing is done by taking the value of supporting courses Field of Software Engineering and Intelligent Systems. The data used for testing is the lecture value of the Informatics Engineering Major of UMG ?s 2010 students. Determination of K values have largerly influence validity of the system. Based on the test results with the v alue K = 2 clusters obtained the best validity value is 0.928 for the Field of Software Engineering and 0.96 for Intelligent Systems.
Muhammadiyah University of Gresik as one of the academic community institution that has Informatics Major is expected to detect trend of the potential of every students. The problem is most of college students are less aware of their capabilities so we need a search sy stem of potential college students. This research is expected to recognize the college student potential earlier so as to facilitate college students to develop their potential, facilitate college students in making the topic of the final project, and to produce qualified graduates college students in the field who are able to apply their knowledge in the community. System testing is done by taking the value of supporting courses Field of Software Engineering and Intelligent Systems. The data used for testing is the lecture value of the Informatics Engineering Major of UMG ?s 2010 students. Determination of K values have largerly influence validity of the system. Based on the test results with the v alue K = 2 clusters obtained the best validity value is 0.928 for the Field of Software Engineering and 0.96 for Intelligent Systems.
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