| Nowday, this world competition was going rapidly, so we need competent human resources which can work well. Competence resources can be seen from its education. Especially before someone going to work and so entering the University. Most of Universities in Indonesia were established whether its private or nation, one of the private university that is Atma Jaya University. Atma Jaya University has its own wish to build a better education. Atma Jaya University wants to build a new building in the area of BSD City. This is done by Atma Jaya because it still need quite mature consideration and preparation. Because Atma Jaya itself want to provide the best for students. New students coming from difference high school. High school students being adapt to the interests and desires of each individual. From these issues, Atma Jaya Catholic University should prepare appropriately the building for new coming students. To determine the rank attribute preferences analysis for high school students in choosing a college and by grouping into several clusters with K-Means clustering method. Results from the study is that there are three attributes that affect the cluster for high school students to choose a college that Cluster 1 is the reputation of a good college, Prompts family, have good employment prospects, accreditation is good and affordable tuition fees. Cluster 2 is a complete facility, scholarships offered, the quality of lectures, university reputation, and access to public transport. As for Cluster 3 is the quality of lecturers, the suggestion of a teacher, access to public transportation, the suggestion of a friend and the convenience offered by colleges. About the expectations of high school students to the facilities provided seperated become 3 cluster too, there are cluster 1 is a chapel, discussion rooms, library, computer room and help search for dorm. Cluster 2 is Sporthall, banquet facilities, comfortable dormitories, market store, and Wi-Fi. While cluster 3 is a photocopy, chapel, cafeteria, laboratories and discussion rooms. |