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All Journal JMM (Jurnal Masyarakat Mandiri) JURIKOM (Jurnal Riset Komputer) JTP - Jurnal Teknologi Pendidikan Kasuari: Physics Education Journal (KPEJ) Bubungan Tinggi: Jurnal Pengabdian Masyarakat Jurnal Abdimas Prakasa Dakara Computing and Education Technology Journal kawanad Jurnal Sistem Informasi dan Teknologi Informasi
Saputra, Novan Alkaf Bahraini
Pendidikan Komputer, Universitas Lambung Mangkurat
Aerospace Engineering Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Physics Social Sciences Other

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Implementasi Algoritma K-means untuk Prediksi Potensi Waktu Kelulusan Mahasiswa Berdasarkan Hasil Akademik Di Jurusan Pendidikan MIPA FKIP ULM Muhammad Ibnu Alkautsar; Harja Santana Purba; Novan Alkaf Bahraini Saputra; Nuruddin Wiranda; Rizky Pamuji
Computing and Education Technology Journal Vol 4, No 1 (2024): APRIL
Publisher : Pendidikan Komputer FKIP Universitas Lambung Mangkurat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20527/cetj.v4i1.12328

Abstract

Manajemen pendidikan tinggi yang kompleks memerlukan inovasi untuk meningkatkan efisiensi waktu kelulusan mahasiswa. Permasalahan yang ada pada Jurusan Pendidikan MIPA FKIP ULM dalam memahami keterlambatan waktu kelulusan mahasiswa adalah belum adanya sistem dan metode yang efisien dalam memecahkan masalah keterlambatan ini. Sehingga dalam penelitian ini metode machine learning dengan algoritma klastering K-Means diusulkan untuk memecahkan masalah keterlambatan. Jenis data yang digunakan dalam penelitian adalah IPK dan SKS mahasiswa angkatan 2016 sampai 2019 dari semester 1 sampai 5. Dalam penggunaannya data tersebut harus di preprocessing terlebih dahulu agar, bisa diinputkan ke dalam algoritma K-Means. Output yang dihasilkan adalah klaster mahasiswa berdasarkan hasil akademik, dengan label klaster Tepat Waktu Cumlaude, Tepat Waktu Sangat Memuaskan, Tidak Tepat Waktu Sangat Memuaskan, dan Tidak Tepat Waktu Memuaskan. Dalam hasil evaluasi algoritmanya, K-means dinyatakan tidak dapat memecahkan permasalahan keterlambatan waktu kelulusan mahasiswa. Evaluasi dilakukan dengan menggunakan metode Davies-Bouldien Index yang menghasilkan skor sebesar 0,67 (tidak memuaskan). Lalu Adjusted Rand Index sebesar 0,17 (buruk). Namun dengan menggunakan metode Calinski-Harabasz Index, K-means memperoleh skor sebesar 338,28 yang berarti bahwa K-means cocok digunakan untuk klastering data hasil akademik. Hasil penelitian memberikan informasi tentang distibusi jumlah data mahasiswa, tren Indeks Prestasi Kumulatif Mahasiswa, daftar mahasiswa setiap klaster potensi waktu kelulusannya.
Utilizing Electromagnetic Radiation in Remote Sensing for Vegetation Health Analysis Using NDVI Approach with Sentinel-2 Imagery Pamuji, Rizky; Mahardika, Andi Ichsan; Wiranda, Nuruddin; Saputra, Novan Alkaf Bahraini; Adini, Muhammad Hifdzi; Pramatasari, Delsika
Kasuari: Physics Education Journal (KPEJ) Vol 6, No 2 (2023): December 2023
Publisher : Universitas Papua, Jurusan Pendidikan Fisika FKIP Unipa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37891/kpej.v6i2.486

Abstract

The process of utilizing electromagnetic radiation from the radiometric values (Near-Infrared/NIR) and RED in the Normalized Difference Vegetation Index (NDVI) on Sentinel-2 imagery involves measuring light reflection at specific wavelengths reflected by vegetation. NDVI is computed by taking the difference between NIR and RED reflectance, then dividing it by their sum. In-depth analysis of electromagnetic wave interaction and plant spectral characteristics, such as NIR light reflection in healthy leaves, enables mapping vegetation health levels. The research aims to process image data and create a model visualizing vegetation health in the Sentinel-2 research area. Across the total area of 601,971,281.26 m2, 30.37% is healthy vegetation, 12.52% is moderate, and 53.33% is low or unhealthy. The least healthy area has an NDVI of -0.2006, while the healthiest area has a value of 0.6043.
Workshop on Strengthening and Implementing STEM-Based Coding with ARTEC Japan-WOW Singapore - PPSTEMI: School Dissemination Syahmani, Syahmani; Mahardika, Andi Ichsan; Winarti, Atiek; Khairunnisa, Yasmine; Prasetyo, Yogo Dwi; Wiranda, Nurruddin; Dewantara, Dewi; Rusmansyah, Rusmansyah; Wati, Mustika; Putra, Aminuddin Prahatama; Purba, Harja Santana; Salam, Abdul; Fajriah, Noor; Saputra, Novan Alkaf Bahraini; Pamuji, Rizky; Khair, Muhammad Sa’duddien; Febriyanti, Emma Rosana; Alfianti, Dewi
Bubungan Tinggi: Jurnal Pengabdian Masyarakat Vol 7, No 1 (2025)
Publisher : Universitas Lambung Mangkurat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20527/btjpm.v7i1.12520

Abstract

Based on initial questionnaire data filled out by Mathematics and Natural Sciences teachers in Barito Kuala (Batola) Regency and Banjarmasin City, it was found that understanding and application of STEM Coding in schools is still low, so it is necessary to hold a STEM Coding community service workshop. This community service project aims to help participants develop critical thinking, creative, collaborative, and STEM literacy (4C) skills. The four stages of the community service method are planning, implementation, observation, and evaluation. A total of 127 teachers participated in the workshops. Speakers from PPSTEMI, Artec Japan, and WOW Singapore presented in the hybrid format event. The material consists of three modules: STEM-based learning, STEM Coding programming with Arduino Basic (Stop and Go), and Intermediate (Controlling a Motorized Car). Activities were evaluated using a response questionnaire, to which 127 people responded. The findings revealed that, on average, 95.47% of participants thought favorably of this STEM Coding exercise.Critical thinking, creativity, collaboration, and STEM literacy are among the skills that workshop attendees can acquire—wrapped up this STEM Coding workshop to help them become more STEM literate. Based on initial questionnaire data filled out by Mathematics and Natural Sciences teachers in Barito Kuala (Batola) Regency and Banjarmasin City, it was found that understanding and application of STEM Coding in schools is still low, so it is necessary to hold a STEM Coding community service workshop. This community service project aims to help participants develop critical thinking, creative, collaborative, and STEM literacy (4C) skills. The four stages of the community service method are planning, implementation, observation, and evaluation. A total of 127 teachers participated in the workshops. Speakers from PPSTEMI, Artec Japan, and WOW Singapore presented in the hybrid format event. The material consists of three modules: STEM-based learning, STEM Coding programming with Arduino Basic (Stop and Go), and Intermediate (Controlling a Motorized Car). Activities were evaluated using a response questionnaire, to which 127 people responded. The findings revealed that, on average, 95.47% of participants thought favorably of this STEM Coding exercise.Critical thinking, creativity, collaboration, and STEM literacy are among the skills that workshop attendees can acquire—wrapped up this STEM Coding workshop to help them become more STEM literate. 
Developing High School Mathematics Teacher Competence Through Computational Thinking Integration Workshop Sari, Delsika Pramata; Pamuji, Rizky; Purba, Harja Santana; Adini, Muhammad Hifdzi; Saputra, Novan Alkaf Bahraini; Sukmawati, R Ati; Wiranda, Nuruddin; Mahardika, Andi Ichsan; Alizhafya, Nova Nor; Ardhabilly, Muchammad
Bubungan Tinggi: Jurnal Pengabdian Masyarakat Vol 7, No 2 (2025)
Publisher : Universitas Lambung Mangkurat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20527/btjpm.v7i2.13561

Abstract

This community service (CS) aimed to develop the competence of high school mathematics teachers through workshops integrating computational thinking in Barito Kuala Regency. The implementation method of this consisted of preparation, activity implementation and mentoring, and evaluation stages. In the preparation stage, a computational thinking workshop module was developed for mathematics material and distributed to participants during the training activities. Community service with a Participatory Action Research (PAR) approach is oriented towards community empowerment so the community can become an actor of change. Community service activities facilitate bridging mathematics teachers to develop CT in this case. This CS activity was conducted over two face-to-face meetings from August to September 2024. This CS activity was implemented in the Global Islamic Boarding School (GIBS) computer laboratory in Barito Kuala Regency. The participants who attended were 54 high school mathematics teachers from the region. The evaluation instrument used for data collection was a questionnaire filled out by participants via Google Forms. After the workshop, The evaluation showed that most teachers understood that CT was related to problem-solving through a systematic, logical, and algorithm-based approach. The high average score indicated that the training provided successfully introduced and effectively explained the CT concept. The involvement and active participation of teachers were very evident in this activity. Furthermore, an interesting finding was that teachers expressed 89.8% agreement that computational thinking needed to be taught to students. This was because CT could help students think critically and logically and build mental resilience, thereby increasing their readiness for the world of work in the future.
Development of Wetland Contextual Interactive Learning Media with Student Activity Monitoring Harja Santana Purba; Delsika Pramata Sari; Novan Alkaf Bahraini Saputra; Syahril Hanla Azis; R. Ati Sukmawati
JTP - Jurnal Teknologi Pendidikan Vol. 25 No. 2 (2023): Jurnal Teknologi Pendidikan
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat, Universitas Negeri Jakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21009/jtp.v25i2.37498

Abstract

The purpose of this study was to develop a web-based interactive learning multimedia for statistics material for 8th grade. The material was presented with a contextual approach so that students could connect material concepts with real-life problems to instill an understanding of the material. Nothing that excels in this learning media was monitoring student activities while studying, such as student progress in learning the material, activities that have been and have not been carried out in the learning series, and monitoring of keyboard and mouse activities. Learning media was developed using the Research and Development (R&D) method with the ADDIE model (Analysis, Design, Development, Evaluation). The learning media functionality was tested using the Black Box method. Based on the results of testing all features, it could be concluded that the developed learning media application can function well with very high validity. Where the results of media validation were 90.3% and material validation was 87.5%. Furthermore, the developed interactive learning media is suggested to be able to display monitoring of activities that have been done by students in their respective accounts.
Analisis Kualitas Perangkat Lunak SIBISA FKIP ULM menggunakan Komponen ISO 9126 Hasanah, Julita; Lestari, Putri Tari; Husna, Risalatul; Wiranda, Nuruddin; Saputra, Novan Alkhaf Bahraini
e-Jurnal JUSITI (Jurnal Sistem Informasi dan Teknologi Informasi) Vol. 14 No. 1 (2025): e-Jurnal JUSITI
Publisher : Universitas Dipa Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36774/jusiti.v14i1.1710

Abstract

Pengelolaan administrasi dan manajemen kegiatan Merdeka Belajar Kampus Merdeka (MBKM) di FKIP Universitas Lambung Mangkurat menghadapi kendala berupa lambatnya aliran informasi dan minimnya sistem digital terintegrasi yang mendukung kelancaran proses tersebut. Untuk mengatasi hal ini, dikembangkan SIBISA, sebuah platform website yang dirancang untuk mempercepat, mempermudah, dan memusatkan pengelolaan administrasi MBKM. Penelitian ini menilai kualitas perangkat lunak SIBISA menggunakan enam atribut dari standar ISO 9126, yaitu fungsionalitas, kemudahan penggunaan, reliabilitas, portabilitas, dan efisiensi. Metode yang digunakan adalah deskriptif kuantitatif dengan pengumpulan data melalui wawancara, observasi bersama tim ICT FKIP ULM, dan kuesioner kepada pengguna, khususnya mahasiswa angkatan 2020 dari berbagai program studi. Hasil evaluasi menunjukkan bahwa SIBISA memperoleh skor 1183 dari rentang 1126-1500, yang mengindikasikan kualitas “Sangat Baik”. Temuan ini menegaskan efektivitas SIBISA dalam mendukung administrasi MBKM sekaligus memberikan kontribusi baru dalam pengembangan sistem informasi pendidikan tinggi yang handal dan efisien.
Co-Authors Abdul Rasyied Adini, Muhammad Hifdzi Ahmad Riduan Alizhafya, Nova Nor Aminuddin Prahatama Putra Amirul Azis Ansari Muda Andi Ichsan Mahardika Ardhabilly, Muchammad Atiek Winarti Delsika Pramata Sari Delsika Pramata Sari Dewi Alfianti Dewi Dewantara, Dewi Emma Rosana Febriyanti Esty Hairina Harja Santana Purba Hasanah, Julita Husna, Risalatul Jamaludin Jamaludin Khair, Muhammad Sa'duddien Lestari, Putri Tari M. Andry Gunawan Mitra Pramita Mitra Pramita Muhammad Agi Sahriza Daan Nur Muhammad Ibnu Alkautsar Muhammad Iman Rizqullah Mustika Wati, Mustika Nabila Najmi Nana Sophia Lazuardi Nana Sophia Luzuardi Noor Fajriah, Noor Nurmalinda Nurmalinda Nurmalinda Nuruddin Wiranda Pamuji, Rizky Pramatasari, Delsika R. Ati Sukmawati R. Ati Sukmawati Rizky Pamuji Rusmansyah Rusmansyah, Rusmansyah Santana Purba, Harja Sugeng, Santoso Sukmawati, R Ati Syahmani Syahmani Syahril Hanla Azis Wiranda, Nurruddin Wiranda, Nuruddin Yasmine Khairunnisa Yogie Prayoga Yogo Dwi Prasetyo