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All Journal Tekno : Jurnal Teknologi Elektro dan Kejuruan Teknologi dan Kejuruan: Jurnal teknologi, Kejuruan dan Pengajarannya Jurnal Teknologi Informasi dan Ilmu Komputer International Journal of Advances in Intelligent Informatics Proceeding of the Electrical Engineering Computer Science and Informatics Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan Briliant: Jurnal Riset dan Konseptual JOIV : International Journal on Informatics Visualization Journal of Information Technology and Computer Science Knowledge Engineering and Data Science JURNAL DINAMIKA VOKASIONAL TEKNIK MESIN PEDAGOGIA Pendas : Jurnah Ilmiah Pendidikan Dasar ILKOM Jurnal Ilmiah SENTIA 2017 JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) EDUKATIF : JURNAL ILMU PENDIDIKAN Jutisi: Jurnal Ilmiah Teknik Informatika dan Sistem Informasi Jurnal Pengabdian Kepada Masyarakat (Mediteg) SCAFFOLDING: Jurnal Pendidikan Islam dan Multikulturalisme Buletin Ilmiah Sarjana Teknik Elektro IJECA (International Journal of Education and Curriculum Application) Letters in Information Technology Education (LITE) Journal of Electrical Vocational Education and Technology Ideguru: Jurnal Karya Ilmiah Guru Didaktika: Jurnal Kependidikan International Journal of Robotics and Control Systems Jurnal Pengabdian Kepada Masyarakat Jurnal Nasional Teknik Elektro dan Teknologi Informasi JURNAL PENGABDIAN PENDIDIKAN MASYARAKAT (JPPM) Khidmatuna: Journal of Research and Community Service Jurnal Inovasi Teknologi dan Edukasi Teknik Bulletin of Social Informatics Theory and Application Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia ABDI UNISAP: Jurnal Pengabdian Kepada Masyarakat Journal of Innovation and Teacher Professionalism Journal of Education and Computer Applications IRDH International Journal of Technology, Agriculture and Natural Sciences (IRDH IJTANS) Lembaran Ilmu Kependidikan
Heru Wahyu Herwanto
Universitas Negeri Malang
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Nursing Public Health Social Sciences Veterinary Other

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Analysis of the Ensemble Method Classifier's Performance on Handwritten Arabic Characters Dataset Manga', Abdul Rachman; Handayani, Anik Nur; Herwanto, Heru Wahyu; Asmara, Rosa Andrie; Sulistya, Yudha Islami; Kasmira, Kasmira
ILKOM Jurnal Ilmiah Vol 15, No 1 (2023)
Publisher : Prodi Teknik Informatika FIK Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v15i1.1357.186-192

Abstract

Arabic character handwriting is one of the patterns and characteristics of each person's writing. This characteristic makes Arabic writing more challenging if the letter recognition process is based on a dataset of Arabic scripts. This Arabic script has been presented in a dataset totaling 16800, each representing a class of hijaiyah letters starting from alif to yes, consisting of 600 data for each class. The accuracy of the data used can be increased using the ensemble method. By using multiple algorithms at simultaneously, the ensemble technique can raise the level or result of a score in machine learning. This study's primary goal is to evaluate the ensemble method classifier's performance on datasets of handwritten Arabic characters. The classifier uses the ensemble method by applying the proposed soft voting to provide a multiclass classification of three machine learning algorithms, namely, SVM, Random Forest, and Decision Tree for classification. This research process produces an accuracy value for the voting classifier of 0.988 and several other SVM algorithms with an accuracy of 0.103, a random forest with an accuracy of 1.0, and a decision tree with an accuracy of 0.134. The test results used the confusion matrix evaluation model, including accuracy, precision, recall, and f1-score of 0.99.
Peningkatan Kualitas Air Bersih Melalui Optimalisasi Filter Guna Mengatasi Air Keruh dan Berbau di TPQ Nurul Huda Heru Wahyu Herwanto; Sujito, Sujito; Triyanna Widyaningtyas; Abdullah Iskandar Syah; Muhammad Fazlur Rahman Addakhil
PaKMas: Jurnal Pengabdian Kepada Masyarakat Vol 6 No 1 (2026): Mei 2026
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/pakmas.v6i1.5348

Abstract

TPQ Nurul Huda, located in Mayong Village, Karangbinangun Subdistrict, Lamongan Regency, is a religious educational institution that plays an important role in nurturing the younger generation through social and religious activities. This TPQ faces serious problems related to the availability of clean water. The well water used tends to be cloudy, discoloured, and smelly, causing discomfort for residents in meeting their household needs and worshipping. This community service activity aims to overcome these problems through the application of appropriate technology in the form of water filters. The methods used include surveying water conditions, designing and installing filters, training in operation, and maintenance of equipment, as well as testing and evaluating the filtration results together with the community. The results show a significant improvement in water quality, where water that was originally cloudy, discoloured, and odorous has become clear, odourless, and suitable for daily use. In addition, the community's skills in operating and maintaining the filters have also improved, so that this technology can be utilised independently and sustainably, while also contributing significantly to the comfort of worship and the health of the community.
Inovasi Articulate Storyline: Tingkatkan Keterampilan UI/UX Figma dan Pembelajaran Kreatif Khusnul Muttaqiyah; Heru Wahyu Herwanto; Didik Dwi Prasetya; Amir Rofiudin
Ideguru: Jurnal Karya Ilmiah Guru Vol. 10 No. 3 (2025): September 2025 Edition
Publisher : Dinas Pendidikan, Pemuda dan Olahraga Daerah Istimewa Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51169/ideguru.v10i3.2030

Abstract

This study aims to develop interactive learning media based on Project-Based Learning (PjBL) using Articulate Storyline to enhance students’ learning outcomes and creativity in the UI/UX Graphic Design subject using Figma at Islamic boarding school–based vocational schools. The research employed a Research and Development (R&D) method using the ADDIE model, which includes systematic stages of analysis, design, development, implementation, and evaluation. Validation by material and media experts indicated high validity, confirming that the developed media met the standards of content feasibility, visual design, navigation, and pedagogical effectiveness. The trial was conducted in three vocational schools over two learning cycles involving 169 students. The results revealed a significant improvement in learning achievement, with an average N-Gain score of 0.69 (moderate–high category). Moreover, 82.84% of students were categorized as creative and highly creative, based on fluency, flexibility, originality, and elaboration aspects. These findings confirm that integrating interactive digital media with a project-based approach effectively enhances students’ competencies, creativity, and mastery of digital design skills in vocational learning contexts.
Co-Authors A.N. Afandi Abdullah Iskandar Syah Adim Firmansah Afifah, Hesti Nur Aji Prasetya Wibawa Amir Rofiudin Amir Rofiudin Ananda, Sagita Regina Putri Anik Nur Handayani Aripriharta - Ary Agung Wibowo Arya Kusumawardana Asfani, Khoirudin Ashshiddiqi, Dimas Jundan Azizah, Ambar Isna Chusna, Chufadatul Dendi Mukti Putranto Denny Martin Devita, Riri Nada Dewayani, Mifta Didik Dwi Prasetya Didik Nurhadi Dila Umnia Soraya Dimas Jundan A Eddy Triswanto Setyoadi Eka Rakhmawati Wardhani Erlitasari, Mita Eva Yulia Safitri, Eva Yulia Fauzi, Rochmad Firdaus, Rizal Firman Syahputra, Yohanes Dhimas Fitri, Shofiana Hadi, Sholihul Hakkun Elmunsyah Haqiqi, Ahmad Faiz Risvan Harits Ar Rosyid Hartarto Junaedi Hendra Susanto Hofifah, Hofifah I Made Wirawan Indonesia, Anggirda Permata Indriana, Poppy Irva Widiyawati Jayanti, Ratna Dwi Jodi, Kristian Joumil Aidil Saifuddin Joyo, Achmad Darmo Kartika Candra Kirana Kasmira, Kasmira Katya Lindi Chandrika Khusnul Muttaqiyah Khusnul Muttaqiyah Kohei Arai Kohei Arai Kornelius Kamargo/Irawan Dwi Wahyono Kornelius Kamargo Lilis Widayanti Luhur Adi Prasetya Made Ayu Dusea Widyadara - Universitas Nusantara Kediri, Made Ayu Dusea Widyadara Manga', Abdul Rachman Maskuri, Muhammad Naja Maulana, Afiko Ilham Akbar Mawahib, Agus Mochammad Taufik Hidayat Muhamad Luqmanul Hakim Muhammad Afnan Habibi Muhammad Aris Ichwanto Muhammad Fazlur Rahman Addakhil Muis Muhtadi Mukti Putranto, Dendi Muladi Mulya, Marga Asta Jaya Mutyara Whening Aniendya Ningrum, Gres Dyah Kusuma Nugroho, Andhik Catur Nunung Nurjanah Nur Aliyah Rohma Nur Amalinda Peggy Gilang Pratama Poppy Indriana Prasetya, Luhur Adi Putra, Adhi Pramana Estiawanda Putri, Maghfiro Nuzula Fidinda Ramadhan, Minggar Putra Dhea Ratnasari, Heny Dwita Ratnasari, Heny Dwita Resty Wulanningrum Rian Syahmulloh Hendranawan Rizal Fauzi, M. Syamsul Rizalnur Firdaus Rizka Rahmania Ameilia Rofiudin, Amir Rosa Andrie Asmara Rudi Trianto, Rudi Salsabila Thifal Nabil Haq Samodra, Joko Satia Nur Maharani Sa’diyah, Ulfatus Setiadi Cahyono Putro Shandy Krisnawan Shofiana Fitri Sholihul Hadi Siti Sendari Slamet Wahyudi Slamet Wibawanto Suhendri Sujito Sujito Sunaryono Syaad Patmanthara Titasari Rahmawati Tri Atmadji Sutikno Triyanna Widiyaningtyas Triyanna Widyaningtyas Vivi Aida Fitria Wahyu Gunawan Irianto Wahyu Sakti Gunawan Irianto Wardhani, Eka Rakhmawati Widayanti, Erma Widiyanti Widiyanti, Widiyanti Winda Cahyaning W Yosi Kristian Yoto Yoto Yoto Yoto Yoto, Yoto Yu, Tony Yudha Islami Sulistya Yuliana Melita Pranoto Yuni Rahmawati Zustina Zustina Zustina