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Prediksi Kelulusan Mahasiswa menggunakan Algoritma Naive Bayes (Studi Kasus 5 PTS di Banda Aceh) Munawir Munawir; Taufiq Iqbal
Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) Vol 3 No 2 (2019): JULY-DECEMBER 2019
Publisher : KITA Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/jtik.v3i2.77


The e-questionnaire application that researchers built using CodeIgniter and React-Js This study aims to data mining by using rapidminer tools to collect student data from the Feeder application page from the class of 2010-2014 which is assumed that the student class has been declared graduated in 2018. The data was collected from 5 (five) Private Universities in the City Banda Aceh. then by observing the graduation level using data mining can bring a considerable contribution to educational institutions, in an effort to improve curriculum competency in Higher Education, it is expected that the results of data mining can make reference to curriculum standards as a form of graduate competency improvement. The research method uses the Cross-Industry Standard Process for Data Mining (CRISP-DM) which is used as a standard data mining process as well as a research method with stages starting from Business understanding, data understanding, data preparation, modeling, evaluation, and deployment. The results showed that the data mining algorithm for graduation prediction based on the selected pass accuracy attribute revealed that the prediction level was uniform with the algorithm used, Naïve Bayes, prediction accuracy was 84%. The data attributes that were found to have significantly influenced the classification process were the GPA and Study Length. The results obtained that students who graduated by 60% are students who are educated in ASM Nusantara and AMIK Indonesia, while in Banda Aceh STIES and Serambi University Mecca the prediction of graduation is 52%. Another thing is different from STIA Iskandar Thani where the prediction of graduating is only 48% and not passing on time is 52%. The results of this prediction can reveal and become a recommendation for prospective students or academics to increase the quantity of graduates and increase student confidence in tertiary institutions.
IbM Pelatihan, Pembinaan dan Pendampingan Penggunaan Aplikasi Management Stock Control Muhammad Wali; Ismail; Taufiq Iqbal; Jhony Syafwandhinata
AJAD : Jurnal Pengabdian kepada Masyarakat Vol. 1 No. 1 (2021): MAY 2021
Publisher : Research Division Lembaga Mitra Solusi Teknologi Informasi (L-MSTI)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ajad.v1i1.3


The purpose of this service activity is to provide Training, Coaching, and Assistance for Stock Control Management Applications and it is hoped that the participants can; 1) Understand the strategy for the supply of goods, 2) Understand and be able to control spare parts, 3) Be able to provide the goods needed in the remodeling process, 4) Be able to manage spare parts efficiently and be able to apply methods Determine the level of reordering and minimum inventory for inventory optimization, and 5) Evaluating the material planning system that has been running so that we can find out the core of the problems faced and how to solve them. The method of implementing the program to be carried out is; 1) Presentation, 2) Experience Sharing Discussion, 3) Training (Training for Users), and 4) Further assistance in the use of the application. This Community Service Implementation Activity was held for 4 (four) months from early December 2019 to the end of March 2020. This activity was attended by all personnel of Gober Indo's local business partners. Based on the results of the activities that have been carried out, several conclusions can be drawn, namely; 1) The development of a web-based Stock Control Management application has been successfully built, 2) Assistance and training activities for the use of the appropriate Stock Control Management Application and can help partners, 3) Service activities that are followed very enthusiastically, It can be seen that many members and owners have attended the training, and 4) Supporting activities for the Stock Control Management Application are expected to continue with the development of partner business finances.
Recreational Game Socialization Using PowerPoint as a Practical Media Syafrinal; Taufiq Iqbal; Imilda; Fauzan Putraga Albahri; Alfina; Rizaldi Akbar
AJAD : Jurnal Pengabdian kepada Masyarakat Vol. 2 No. 2 (2022): OCTOBER 2022
Publisher : Lembaga Mitra Solusi Teknologi Informasi (L-MSTI)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ajad.v2i2.74


This activity is a form of training for teachers and lecturers in Banda Aceh City, where the use of Microsoft Powerpoint can be adapted to make a simple game. We chose games Hidden Picture Games, Matching Game, Telepathy Game, Top Five quiz, Mystery Box, and Lucky Box. The implementation method consists of three stages, namely introduction, practice, and demonstration. The results of this activity have become a concept and collaborative learning model through recreational game media that can be used at universities in Indonesia in making service activities in utilizing Microsoft PowerPoint practical media to create innovations and develop an educational game as well as improve the ability of teachers and lecturers to utilize instructional Media.