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All Journal Journal of Computer Networks, Architecture and High Performance Computing Jurnal Informatika Teknologi dan Sains (Jinteks)
Ahmad Faisol
Institut Teknologi Nasional Malang
Computer Science & IT Control & Systems Engineering Education

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Researchers Productivity Level Clustering Based On H-Index and Citation Using The Fuzzy C-Means Algorithm Mira Orisa; Ahmad Faisol
Journal of Computer Networks, Architecture and High Performance Computing Vol. 5 No. 1 (2023): Article Research Volume 5 Issue 1, January 2023
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/cnahpc.v5i1.1984

Abstract

The fuzzy C-Means algorithm is a partition-based clustering algorithm.Fuzzy C-Means is very helpful in modeling data whose distribution has outliers. Outliers are where there is a data object that is far apart from the existing clusters. Fuzzy C-Means groups data by minimizing the membership function of a data set. so that each piece of data can be a member of more than one group. In this study, the dataset used was the paper citation vs. H-index dataset in the Kaggle.com repository. This dataset is known to have outliers in fuzzy C-Means and has better performance compared to the K-Means and K-Medoid algorithms in modeling datasets that have outliers.
PERANCANGAN WEBSITE COMPANY PROFILE MENGGUNAKAN DESIGN SCIENCE RESEARCH METHODOLOGY (DSRM) Mira Orisa; Ahmad Faisol; Mochammad Ibrahim Ashari
Jurnal Informatika Teknologi dan Sains (Jinteks) Vol 5 No 1 (2023): EDISI 15
Publisher : Program Studi Informatika Universitas Teknologi Sumbawa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51401/jinteks.v5i1.2576

Abstract

The development of software and hardware in the field of information technology makes access to information unlimited. A website is an internet application that can be accessed by almost all people today. The benefit of a contractor company like PT. Dinamika Indonesia Presisi using the company profile website is that it notifies service users of the company's existence while also increasing the company's attractiveness to potential users.The company profile website contains a menu about us, clients, services, a portfolio, and a contact us menu. Information system design uses the design science research methodology (DSRM) method. This method combines principles, practices, and procedures so that it can make it easier for researchers to focus on solutions to problems that exist at PT. Dinamika Indonesia Presisi and help design the creation of the company profile web application for the company. Web applications are built using the HTML and CSS programming languages to make the website look more attractive.
Co-Authors Mira Orisa Mochammad Ibrahim Ashari