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All Journal Jurnal Media Infotama Jurnal Informatika Upgris JURNAL PETIK JURNAL PENDIDIKAN TAMBUSAI Jurnal Pendidikan Teknologi Informasi dan Vokasional JATI (Jurnal Mahasiswa Teknik Informatika) Jurnal PTI (Jurnal Pendidikan Teknologi Informasi) Education Achievement: Journal of Science and Research INVENTION: Journal Research and Education Studies Jurnal Sistem Informasi Bisnis (JUNSIBI) Journal of Computer Science and Informatics Engineering Jurnal Educative: Journal of Educational Studies Knowbase : International Journal of Knowledge in Database Jurnal Dedikasia : Jurnal Pengabdian Masyarakat Jurnal Mahasiswa Ilmu Komputer Jurnal Inovasi Pendidikan dan Teknologi Informasi (JIPTI) Intellect : Indonesian Journal of Learning and Technological Innovation Journal of Educational Management and Strategy JPLED Journal of Visionary Sharia Economy (JOVISHE)
Darmawati, Gusnita
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Religion Humanities Computer Science & IT Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Languange, Linguistic, Communication & Media Mathematics Social Sciences Other

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PENGEMBANGAN MEDIA PEMBELAJARAN BERBASIS AUDIO VISUAL DENGAN MENGGUNAKAN APLIKASI POWER DIRECTOR Holip, Zulahmad; Darmawati, Gusnita; Yuspita, Yulifda Elin; Annas, Firdaus
Jurnal Inovasi Pendidikan dan Teknologi Informasi (JIPTI) Vol. 6 No. 1 (2025): Jurnal Inovasi Pendidikan dan Teknologi Informasi (JIPTI)
Publisher : Information Technology Education Department

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52060/jipti.v6i1.2616

Abstract

Learning media plays an important role as a tool in facilitating the teaching and learning process. The use of learning media is essential in simplifying complex concepts, such as electrical energy circuits, to increase students' engagement and interest in science subjects. This study uses a Research and Development (R&D) methodology that aims to design and produce audiovisual-based learning media for integrated science subjects on the topic of “electrical energy circuits” for grade VI students at SDN 20 Limo Balai. The developed learning media is designed to improve the efficiency and effectiveness of the learning process in science education in elementary schools. The research findings show that the audiovisual-based learning media significantly supports teachers and students in the teaching and learning process. The media achieved a validity score of 0.56, categorized as valid, a practicality score of 0.87, indicating that the media is very practical, and an effectiveness score of 0.77, which is categorized as effective. These results indicate the high feasibility and suitability of the developed media as a science learning aid in elementary schools.
IMPLEMENTASI SISTEM PENDUKUNG KEPUTUSAN DALAM MENENTUKAN PESERTA PERTUKARAN PELAJAR DI SMAN 1 PADANG PANJANG DENGAN METODE AHP Fadhilah, Habibatul; Yuspita, Yulifda Elin; Annas, Firdaus; Darmawati, Gusnita
Jurnal Inovasi Pendidikan dan Teknologi Informasi (JIPTI) Vol. 6 No. 2 (2025): Jurnal Inovasi Pendidikan dan Teknologi Informasi (JIPTI)
Publisher : Information Technology Education Department

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52060/jipti.v6i2.3633

Abstract

The purpose of this study is to implement a Decision Support System (DSS) based on the Analytical Hierarchy Process (AHP) method to support the selection process of student exchange program participants in an objective and measurable manner. The background of this research is based on problems in the selection process, which are still subjective and lack transparency, causing confusion and dissatisfaction among students and parents. The system is designed to structure the hierarchy of criteria and alternatives, as well as calculate the priority weight of each student using the AHP method. Data processing was carried out through two approaches, namely manual calculation and the use of the Super Decisions application to compare the consistency of the results. The findings show that both approaches produced identical weights and rankings. Therefore, the AHP-based DSS is considered capable of providing accurate and efficient results, and is feasible to be implemented as a solution to improve objectivity, transparency, and efficiency in the selection process of student exchange program participants in the school environment.
Implementasi Metode SAW dalam Sistem Pendukung Keputusan Pemilihan Mata Pelajaran Kurikulum Merdeka Rahmadani, Nessa; Yuspita, Yulifda Elin; Darmawati, Gusnita; Annas, Firdaus
Intellect : Indonesian Journal of Learning and Technological Innovation Vol. 4 No. 02 (2025): Intellect : Indonesian Journal of Learning and Technological Innovation
Publisher : Yayasan Lembaga Studi Makwa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57255/intellect.v4i02.1459

Abstract

This study aims to implement the Simple Additive Weighting (SAW) method as a decision support system for determining elective subjects under the Merdeka Curriculum at SMAN 1 Harau. The study is motivated by the high level of uncertainty experienced by Grade X students in selecting elective subjects. Although the school provides nine elective options and has conducted socialization programs for students and parents, questionnaire results indicate that 83.7% of students remain uncertain in making their choices. This uncertainty is primarily influenced by peer pressure, recommendations from senior students, and students’ lack of confidence in identifying their own interests and academic abilities. The research employs the Simple Additive Weighting (SAW) method, which involves determining criteria and alternatives, assigning weights to each criterion, constructing and normalizing the decision matrix, calculating preference values (Vi), and ranking the alternatives, where the alternative with the highest Vi is selected as the primary recommendation. The results show that the SAW method achieves a sensitivity value of 0.0011 and an accuracy rate of 98.85%, indicating a high level of stability and reliability. Based on the sensitivity and accuracy tests, it can be concluded that the SAW method is effective and feasible for determining elective subjects. This study contributes by providing an objective, measurable, and transparent decision-making approach, with practical implications for improving academic guidance and decision support services in secondary education. Abstrak Penelitian ini bertujuan untuk mengimplementasikan metode Simple Additive Weighting (SAW) sebagai sistem pendukung keputusan dalam menentukan mata pelajaran pilihan Kurikulum Merdeka di SMAN 1 Harau. Latar belakang penelitian ini didasarkan pada tingginya tingkat keraguan siswa kelas X dalam memilih mata pelajaran pilihan. Meskipun sekolah telah menyediakan sembilan mata pelajaran pilihan serta melakukan sosialisasi kepada siswa dan orang tua, hasil angket menunjukkan bahwa 83,7% siswa masih mengalami kebingungan dalam pengambilan keputusan. Faktor utama yang memengaruhi kondisi tersebut meliputi pengaruh teman sebaya, rekomendasi senior, serta ketidakpastian siswa terhadap minat dan kemampuan diri. Metode penelitian yang digunakan adalah Simple Additive Weighting (SAW), yang meliputi penentuan kriteria dan alternatif, pemberian bobot kriteria, penyusunan dan normalisasi matriks keputusan, perhitungan nilai preferensi (Vi), serta proses perangkingan alternatif. Alternatif dengan nilai Vi tertinggi ditetapkan sebagai rekomendasi utama. Hasil penelitian menunjukkan bahwa metode SAW memiliki tingkat sensitivitas sebesar 0,0011 dan tingkat akurasi sebesar 98,85%, yang mengindikasikan stabilitas dan keandalan metode dalam menghasilkan rekomendasi. Berdasarkan hasil uji sensitivitas dan akurasi, dapat disimpulkan bahwa metode SAW layak dan efektif digunakan dalam menentukan mata pelajaran pilihan. Kontribusi penelitian ini terletak pada penyediaan pendekatan pengambilan keputusan yang objektif, terukur, dan transparan, serta berimplikasi pada peningkatan kualitas layanan bimbingan akademik di sekolah.
Pengembangan Media Pembelajaran IPA Berbasis Augmented Reality Menggunakan Unity Untuk Siswa Kelas VII Oktrio, Jihan; Darmawati, Gusnita; Yuspita, Yulifda Elin; Annas, Firdaus; Zahara, Valentina
Intellect : Indonesian Journal of Learning and Technological Innovation Vol. 4 No. 02 (2025): Intellect : Indonesian Journal of Learning and Technological Innovation
Publisher : Yayasan Lembaga Studi Makwa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57255/intellect.v4i02.1521

Abstract

Science instruction at MTsN 6 Lima Puluh Kota was still dominated by lectures and textbooks, resulting in students’ limited understanding of abstract scientific concepts. This study aimed to develop a Unity-based Augmented Reality (AR) learning medium and to examine its validity, practicality, and effectiveness in science learning. The study employed a Research and Development method using the ADDIE model, which consists of Analysis, Design, Development, Implementation, and Evaluation stages. The participants involved media experts, subject matter experts, teachers, and students. The results showed that the developed media achieved a validity score of 0.89, a practicality score of 0.92, and an effectiveness score of 0.90, all of which were categorized as very high. These findings indicate that the Unity-based AR learning media is feasible for use in science instruction and has the potential to support students’ understanding of abstract concepts. Abstrak Pembelajaran IPA di MTsN 6 Lima Puluh Kota masih didominasi metode ceramah dan penggunaan buku teks, yang menyebabkan rendahnya pemahaman siswa terhadap konsep-konsep abstrak. Penelitian ini bertujuan untuk mengembangkan media pembelajaran Augmented Reality (AR) berbasis Unity serta menilai validitas, praktikalitas, dan efektivitasnya dalam pembelajaran IPA. Penelitian ini menggunakan metode Research and Development dengan model ADDIE yang meliputi Analysis, Design, Development, Implementation, dan Evaluation. Subjek penelitian melibatkan ahli media, ahli materi, guru, dan siswa. Hasil penelitian menunjukkan bahwa media yang dikembangkan memperoleh skor validitas 0,89, praktikalitas 0,92, dan efektivitas 0,90, yang seluruhnya berada pada kategori sangat tinggi. Temuan ini menunjukkan bahwa media pembelajaran AR berbasis Unity layak digunakan dalam pembelajaran IPA dan berpotensi mendukung pemahaman siswa terhadap konsep-konsep abstrak.
Implementation of TOPSIS Method in Determining UKK and UKM Interests Among Students at UIN Bukittinggi Furqon, Jamaluddin Effendi; Annas, Firdaus; Yuspita, Yulifda Elin; Darmawati, Gusnita
Journal of Computer Science and Informatics Engineering Vol 5 No 2 (2026): April
Publisher : Ali Institute of Research and Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55537/cosie.v5i2.1644

Abstract

This study is motivated by the declining level of student interest in UKM and UKK organizations on campus over the years. One of the main issues is that many students feel mismatched with the UKK/UKM they selected after joining. Therefore, a decision support system is proposed to address this problem. The objective of this research is to analyze the implementation of a Decision Support System (DSS) using the TOPSIS method in determining students’ preferences for UKK/UKM at UIN Sjech M. Djamil Djambek Bukittinggi. This study applies an applied research approach with TOPSIS as the data analysis method. The evaluation includes accuracy testing between manual calculations and system results, as well as sensitivity testing using the SAW method. The results show that the TOPSIS-based DSS utilizes eight benefit criteria: interest, talent, UKK/UKM description, activity division, activity schedule, recruitment system, membership requirements, and flagship programs. The alternatives include all UKK/UKM at UIN SMDD Bukittinggi. The accuracy test produced a score of 73.23% from 1,188 student data samples, indicating that the system is feasible. Furthermore, the sensitivity test shows a comparison value of 0.13% for SAW and 15.58% for TOPSIS, indicating that TOPSIS is more relevant for this case.
Football Player Position Decision Support System Using MOORA Hamidah, Huwanda; Musril, Hari Antoni; Zakir, Supratman; Darmawati, Gusnita
Journal of Computer Science and Informatics Engineering Vol 5 No 2 (2026): April
Publisher : Ali Institute of Research and Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55537/cosie.v5i2.1663

Abstract

This study aims to design a decision support system to determine football player positions objectively in extracurricular activities at SMA N 1 Matur. The main problem is that player positioning is still determined subjectively based on the coach’s observations, resulting in less optimal placement. This research used the Research and Development (R&D) method with the Agile development model. The system was developed as a web-based application using PHP and MySQL, while the MOORA method was applied to calculate and determine player positions based on several assessment criteria. System testing referred to the ISO/IEC 25010 standard, including functional suitability, compatibility, and usability aspects. The testing results showed that functional suitability and compatibility achieved 100%, while usability obtained a score of 0.928 in the very feasible category. The system validity result reached an average score of 0.938, and the system calculation results were consistent with manual calculations. The novelty of this study lies in the implementation of the MOORA method in a web-based decision support system to determine football player positions more objectively and systematically.
ANALISIS DATA MINING DALAM DALAM MENENTUKAN DATA KELAYAKAN KARYAWAN DI RSUD BUKITTINGGI MENGUNAKAN ALGORITMA C 4.5 Ridho, Muhammad; Kurnia, Dona; Darmawati, Gusnita
Jurnal Informatika UPGRIS Vol 12, No 1: Juni 2026
Publisher : Universitas PGRI Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26877/jiu.v12i1.27243

Abstract

Bukittinggi Regional Hospital has a lot of employee data that can be analyzed to determine employee eligibility levels based on certain performance and criteria. This research aims to apply the C4.5 algorithm in determining the suitability of employees at Bukittinggi Regional Hospital. Data mining methods are used to explore patterns and knowledge from historical employee data such as attendance, work discipline, achievements and superior evaluation results. The research process includes data collection, preprocessing, decision tree formation using the C4.5 algorithm, and evaluation of model results. The results of the research based on a decision tree based on high school education level, less suitable, 8.02.0, suitable, 12.0.0, and D3 and Bachelor's education levels, suitable, 28.07.0, less suitable, 16.05.0, show that the C4.5 algorithm is able to produce a classification model with a good level of accuracy in determining employee eligibility categories, namely suitable and unsuitable. It is hoped that the application of this method will help the management of Bukittinggi Regional Hospital in making more objective and efficient decisions regarding employee suitability.
Co-Authors Abadi Simanjuntak, Rahmat Alfandi, M Raihan Angelie, Feby Anggraini, Siti Rahma Annas, Firdaus Annisa, Firdaus Anwar, Artesia Armei, Fernanda Putra Ayuri, Arthi Borotan, Nella Lestari Chan, Fajri Rinaldi Citra Purnama, Wawan dona kurnia, dona Dwi Alda, Restika Efriyanti, Liza Elin, Yulifda Fadhilah, Habibatul Fenny Ayu Monia Firdaus Annas Firmanda, Anggia Fitri, Ainil Furqon, Jamaluddin Effendi Hamidah, Huwanda Hari Antoni Musril Hawani, Siti Holip, Zulahmad Imam Hanafi Indrianti, Zulka Irsan, M Jama Hendra, Risil Jasmienti, Jasmienti Johni, Musthari Annisa Khairuddin - Khairunnisa Khairunnisa Khomarudin, Agus Nur Mariani, Asmida Marsela, Mutiara Irce Marzura, Wiwi Masturoh, Wanda Sari Muhammad Ridho Oktrio, Jihan Poyan, Hafri Saldi Putri, Rizka Raffiedi, Rahmattia Rahayu Kurniati Rahayu, Della Sri Rahmadani, Nessa Rahmadani, Rahmi Rina Novita Riri Okra Risda Izzati, Hafzi Sanjaya, Intan Sarwo Derta Shafitri, Fadila Solly Aryza Syahrul R, Syahrul Tanjung, Muhammad Ridho Tanjung, Rahmatin Nikmah Valentina, Felia Widya Wahyuni Wulandari, Lara Yanti, Rahma Yulifda Elin Yuspita Zahara, Valentina Zakir, Supratman