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All Journal Jurnal Syntax Transformation Journal of Science and Technology Jurnal Informatika Dan Tekonologi Komputer (JITEK) Formosa Journal of Applied Sciences (FJAS)
Bayu Mukti
Universitas Surakarta
Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Education Engineering Environmental Science Law, Crime, Criminology & Criminal Justice Mathematics Social Sciences Other

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IMPLEMENTASI ALGORITME NAIVE BAYES UNTUK MENENTUKAN KELAYAKAN CALON PENERIMA BEASISWA Hendri Noviyanto; Bayu Mukti
Jurnal Informatika Dan Tekonologi Komputer (JITEK) Vol. 1 No. 2 (2021): Juli : Jurnal Informatika dan Teknologi Komputer
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jitek.v1i2.378

Abstract

Scholarships are a form of assistance given to students who have good academic abilities or to their parents who cannot afford to pay for their education. In its application, the selection process for prospective scholarship recipients is carried out manually by comparing the applicant files. This form of selection is very time-consuming and therefore ineffective and inefficient. Another obstacle is that the decision maker has difficulty in deciding who will get the scholarship, and there are many other obstacles faced. The purpose of this study is to assist decision-makers in the selection process for prospective scholarship recipients easily and quickly. The dataset in this study uses eight attributes with 100 instances. The classification method used is the Naïve Bayes Algorithm. The validation process uses the split test technique. This method is compared with other methods such as C4.5 and KNN. The results of this research process, the proposed method can predict prospective scholarship recipients correctly as evidenced by an accuracy value of 90%. However, other algorithms also get the same accuracy value in the 80:20 split test, the accuracy obtained is different when the 70:30 split test score with nave Baye is ranked first. Seeing the results obtained, the Naïve Bayes algorithm can be applied to a decision support system to determine prospective scholarship recipients properly.
Prediksi Kesiapan Kerja Mahasiswa menggunakan Algoritme K-Means dan C4.5 Hendri Noviyanto; Bayu Mukti
Journal of Science and Technology Vol 2, No 2: September 2022
Publisher : UIN Imam Bonjol Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15548/jostech.v2i2.4422

Abstract

Student work readiness is quite influential on the existence of a university. The waiting time required by students to get a job can affect the mentality of students and the value of higher education from the assumptions of society. This will greatly affect the interest of parents or prospective students to continue their education at universities that have a bad image. Therefore, predictions of student work readiness before graduation are needed for consideration by higher education institutions to overcome the problem of waiting time for student work after graduation. The source of this research data is obtained from the Surakarta University database by utilizing alumni data from tracer studies as train data and 6-semester active student data as test data. The initial step taken is preprocessing to eliminate noise that can interfere with or affect the final result. The research method that will be used is to implement the K-Means and C4.5 algorithms for grouping and prediction processes. The data train used is 150 data and the testing data is 59 data. The results obtained by the K-Means algorithm can cluster 143 data correctly by comparing with the original data. The best cluster value obtained is K = 3. 
Komunikasi Digital Pada Organisasi Masjid Sebagai Pengembangan Daerah Jeratallah Aram Dani; Bayu Mukti
Jurnal Syntax Transformation Vol 4 No 2 (2023): Jurnal Syntax Transformation
Publisher : CV. Syntax Corporation Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46799/jst.v4i2.697

Abstract

Digital communication is very necessary for today's organizations, which support even the needs that need to be carefully prepared. Digital here is not all robot automation, but is operated by humans to optimize media systems that are adjusted to segmentation. Organizations in mosques are also needed to provide information about Islam and guidelines that apply to Muslims, as well as provide knowledge and enrichment in daily activities in mosques to worship and increase faith in Allah SWT and Prophet Muhammad SAW. Mosques are one of the parameters in the development of certain cities or areas, where the productivity of prospering mosques will have a positive impact and benefit the community, especially Muslims. The research method carried out uses a qualitative approach, by conducting observations and direct interviews with several mosque takmirs. The result of this study is to provide information about the truth of mosque buildings and their management making the area iconic for migrants to come to certain areas because they want to worship and visit the mosque
Media Convergence in Technology and Content Aspects in the Digital Communication Era Bayu Mukti
Formosa Journal of Applied Sciences Vol. 2 No. 10 (2023): October 2023
Publisher : PT FORMOSA CENDEKIA GLOBAL

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55927/fjas.v2i10.6292

Abstract

This research is motivated by technological advances resulting in media convergence. This research aims to examine the existence of media convergence in technological and content aspects in the digital communication era. This media convergence is supported by technological developments so that media can be used digitally. This research was conducted using qualitative research methods and data collection using literature study. The results and discussion of this research are that technological developments and media convergence have an impact on people's lives. This innovation towards media convergence shows that there is an increase in the quality of human resources who are the subject of communicating and running communication media. It can be concluded that media convergence in this digital communication era, which is supported by internet technology, can help the development of communication media in today's society.
Co-Authors hendri noviyanto Jeratallah Aram Dani