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All Journal Jurnal Accounting Information System (AIMS) INTERNAL (Information System Journal)
Habiby, Mohammad Erdda
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Computer Science & IT Economics, Econometrics & Finance Education Other

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Segmentasi Kinerja Akademik Mahasiswa Menggunakan Algoritma K-Means Harmaji, Lilik; Asaury, Akhmad Sufyan; Wijana, Miki; Habiby, Mohammad Erdda
Jurnal Accounting Information System (AIMS) Vol. 7 No. 2 (2024)
Publisher : Ma'soem University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32627/aims.v7i2.1092

Abstract

With the abundance of universities scattered across various regions in the country, they should be able to shape human characteristics and improve the quality of education in Indonesia. Sapta Mandiri Institute of Technology is a private higher education institution Where in learning it is required to be more innovative and creative in producing graduates and responsive to workforce needs. In this study, a group of high- and low-achieving students was carried out with the aim of classifying student efficiency and performance. By combining two techniques, namely the k-means algorithm and elbow clustering, so that the performance results will be more accurate in analyzing and evaluating the progress of student performance. The results show that the application of the Elbow method in this study produces the best number of clusters into 3 clusters. The results of this cluster are useful for the program in analyzing student academic performance based on the cluster formed.
Sistem Informasi Manajemen Data Penduduk Berbasis Website M. Sarusu, Armansyah; Akmila, Dyna; Wijana, Miki; Habiby, Mohammad Erdda
INTERNAL (Information System Journal) Vol. 6 No. 2 (2023)
Publisher : Masoem University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32627/internal.v6i2.859

Abstract

Management is the process of planning, coordinating, directing, and controlling resources to a set goal. Population data is an important asset in planning and decision-making. Website-based information systems can increase government transparency and involve the public in the management of population data, facilitating computerized data processing so that it becomes more efficient and efficient. Research methods use qualitative methods to understand and explain phenomena in a good context. Data collection techniques include interviews, observations, documentation, library studies, and implementation. Use case and class diagrams are used to identify and describe functions or interactions between actors and systems. In running the system use three actors namely IT staff, admin and head of the hamlet. The purpose of the website is that users can obtain relevant information, make transactions, communicate, interact with administrators and other users globally and in real time. The results showed that with the creation of an information system of population deposition management in Nagreg villages can improve the efficiency in the deposition process and reduce human error, easier to obtain and update information on population data.
Co-Authors Akmila, Dyna Asaury, Akhmad Sufyan Harmaji, Lilik M. Sarusu, Armansyah Wijana, Miki