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All Journal MATICS : Jurnal Ilmu Komputer dan Teknologi Informasi (Journal of Computer Science and Information Technology) SITEKIN: Jurnal Sains, Teknologi dan Industri Semesta Teknika ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika Sinkron : Jurnal dan Penelitian Teknik Informatika REKA ELKOMIKA: Jurnal Pengabdian kepada Masyarakat Journal of Applied Smart Electrical Network and System (JASENS) Emerging Information Science and Technology Journal of Internet and Software Engineering Emitor: Jurnal Teknik Elektro Jurnal Abdimas JuTISI (Jurnal Teknik Informatika dan Sistem Informasi)
Ronald Adrian, Ronald
Universitas Muhammadiyah Yogyakarta
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Social Sciences Other

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Journal : emerging information science and technology

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Applying the Naive Bayes Algorithm to Predict the Student Final Grade Adrian, Ronald; Perdana, Muhammad Aldi Joko Satria; Asroni, Asroni; Riyadi, Slamet
Emerging Information Science and Technology Vol. 1 No. 2: May 2020
Publisher : Universitas Muhammadiyah Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/eist.127

Abstract

The teaching and learning process of the Faculty of Engineering of Universitas Muhammadiyah Yogyakarta has used e-learning intensively. One of the benchmarks in determining students’ final grade is to take the values in e-learning. This study aims to predict students’ final grades by utilizing the data mining process and the Naive Bayes algorithm. This study provides students and lecturers information to enhance the teaching and learning process to improve students’ final grades and maintain satisfactory final grades until the lecture is complete. The research began with the literature study, data collection, data selection, data cleaning, data transformation and implementation with rapidminer and conclusion drawing. Based on the prediction of students’ final grades, one course obtained many unsatisfactory grades with an accuracy rate of 93.75%. Thus, the higher the accuracy value, the closer the predicted final value to the actual value. 
Evaluating the Hybrid Multi-Protocol Label Switching (MPLS) on the Enhanced Interior Gateway Routing Protocol (EIGRP) Novradinata, Ridho; Riyadi, Slamet; Adrian, Ronald
Emerging Information Science and Technology Vol. 3 No. 2 (2022): November
Publisher : Universitas Muhammadiyah Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/eist.v3i2.16865

Abstract

The development of technology and communication is expanding rapidly. In this case, the internet has become a vital necessity in globalization. Technological innovations are required to create a seamless, fast, and secure communication system. This research aims to evaluate the Enhanced Interior Gateway Routing Protocol (EIGRP) implementation by applying the Multiprotocol Label Switching (MPLS) technology. This study adhered to several stages in the Network Development Life Cycle (NDLC) method. The results of the two technology combinations, EIGRP and MPLS, demonstrated MPLS network simulation testing in several dynamic routing systems: EIGRP and OSPF, identified through the Quality of Service (QoS) value. It revealed that the best performance was EIGRP with a throughput of 2152.5 bps, delay of 335.6 ms, and jitter of 411 ms. Furthermore, MPLS and EIGRP network redundancy was better applied in the mesh topology with a multi or backup link than in the linear topology with a single link.
Co-Authors Alam, Sahirul Alif Subardono, Alif Amalyris, Waffiyah Asroni, Asroni Didin Wahyudin Dzulfikar Fahmizal, Fahmizal Fauziyyah, Anni Karimatul Iwan Kustiawan Kusumadewi, Rismanda Lukman Hakim, Dadang Mandasari, R Deasy Mandasari, R. Deasy Mayub, Afrizal Muhammad Arrofiq Nida, Hanifatun Novradinata, Ridho Oktiawati, Unan Yusmaniar Perdana, Muhammad Aldi Joko Satria Pratiwi, Dheni Yulia Dinda Rosyid, Nur Rohman Santoso, Ardhi Wicaksono Saputra, Yuris Mulya Slamet Riyadi Tika Erna Putri