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All Journal Jurnal Sains Dan Teknologi (SAINTEKBU) Jumat Informatika: Jurnal Pengabdian Masyarakat Jumat Keagamaan: Jurnal Pengabdian Masyarakat
Achmad Agus Athok Miftachuddin
Universitas KH. A. Wahab Hasbullah
Religion Computer Science & IT Control & Systems Engineering Education Library & Information Science Social Sciences Other

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Prediksi Tingkat Keberhasilan Studi Kinerja Santri Menggunakan Algoritma C 5.0 Achmad Agus Athok Miftachuddin; Kusrini Kusrini; Emha Taufiq Luthfi
SAINTEKBU Vol. 13 No. 01 (2021): Vol. 13 No. 01 Januari 2021
Publisher : KH. A. Wahab Hasbullah University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32764/saintekbu.v13i01.2523

Abstract

The success of pesantren education institutions can be measured by the success of their students. By predicting the possible outcomes of the learning process based on prediction results can help an Islamic boarding school, by adjusting the factors that contribute and influence the success rate of students' performance studies. And by utilizing data mining techniques that can be used to increase the level of success and reduce the failure of students. this can greatly help pesantren educational institutions to improve their graduates 'skills, because data mining is the best solution to find hidden patterns and can predict the success of students' performance studies. This research presents a model based on decision tree classification algorithm C 5.0 used in this model with alumni tracer study filled by santri alumni. In this study also used the k-folds cross validation test scenario with k values of 2,3,6,10 and 15 with a total of 300 alumni data and 84 data used for validation tests without cross validation. Determination of the criteria for the classification results using a confusion matrix form the measurement of the classification results obtained, namely the highest value in this study is 95% resulting from 15 folds the scenario 1. And form the results of testing the validation data without cross validation, the corresponding results are 73.81%, when compared to the k-folds, there was an increase of 21.19% and it can be ignored that the C 5.0 algorithm is able to classify well. So that pesantren educational institutional can provide a foundation in the arrangement for their students in deciding the right school choice.
Pelatihan Tajwid untuk Pengajar dan Santri TPQ di Desa Turipinggir Sujono Sujono; Achmad Agus Athok Miftachuddin; M. Malik Fajar Amrullah; Bima Imansyah; Rizka Wulan Rahmadianti; M. Abdul Jalil
Jumat Keagamaan: Jurnal Pengabdian Masyarakat Vol. 5 No. 1 (2024): April
Publisher : LPPM Universitas KH. A. Wahab Hasbullah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32764/abdimasagama.v5i1.4224

Abstract

Santri santri TPQ di Desa Turipinggir banyak yang mengalami Kesulitan dalam menerapka ilmu tajwid dalam membaca Al-Qur'an. Pelatihan ini bertujuan untuk meningkatkan pemahaman dan keterampilan pengajar TPQ dalam mengajarkan tajwid kepada santri, sekaligus meningkatkan kemampuan santri dalam membaca Al-Quran dengan benar sesuai dengan prinsip tajwid. Hasil penelitian menunjukkan bahwa pelatihan tajwid memiliki dampak positif yang signifikan pada pemahaman dan keterampilan pengajar dalam mengajarkan tajwid kepada para santri. Selain itu, santri TPQ di Desa Turipinggir juga mengalami peningkatan yang berarti dalam kemampuan mereka membaca Al-Quran dengan benar. Hasil ini mengindikasikan bahwa pelatihan tajwid berperan penting dalam meningkatkan kualitas pendidikan agama Islam di desa tersebut.
Implementasi Teknologi Tepat Guna Alat Penyiraman Otomatis Sebagai Penunjang Ketahanan Pangan Keluarga Berbasis Pertanian Urban Anggi Indah Yuliana; Achmad Agus Athok Miftachuddin; Rohmat Hidayat; Rindhi Dwi Fibrianti; Erfan Nur Huda; Ziyyana Fitra; Yoga Firmansya
Jumat Informatika: Jurnal Pengabdian Masyarakat Vol. 5 No. 1 (2024): April
Publisher : LPPM Universitas KH. A. Wahab Hasbullah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32764/abdimasif.v5i1.4142

Abstract

Urban farming is a rapidly evolving concept in communities where families in residential areas are beginning to play a role in local food production. The implementation of appropriate technology proves to be a highly relevant solution to support urban farming. The goal of this program is not only to provide concrete solutions to the issues faced by partners but also to enhance the benefits of existing assets and potential in the Murukan village community, focusing on improving urban farming productivity, resource conservation, and providing education and empowerment to partners. The Asset-Based Community Development (ABCD) method is the approach used in the implementation of this community service program, with stages including: (1) Identifying community needs and potentials, (2) Designing an automatic watering tool, (3) Manufacturing and testing the tool, (4) Training, implementation, and (5) Joint evaluation. The results of this program show an increase in basic knowledge, reaching a 50% improvement from previously limited levels. The practical abilities of partners, which were previously very limited, progressed by 60%, indicating that partners can follow team instructions better. Technical skills of partners also showed significant improvement with a 70% percentage increase. Partner confidence and previously low productivity improved by 40% and 55%, respectively, after participating in this program. The efficiency of tool usage became more effective, with a 65% percentage increase. There was a 55% increase in productivity from the previously low category. Overall, the percentage progress after participating in this program indicates that the program is acceptable and runs well.
Co-Authors Anggi Indah Yuliana Bima Imansyah Emha Taufiq Luthfi Erfan Nur Huda Kusrini Kusrini M. Abdul Jalil M. Malik Fajar Amrullah Rindhi Dwi Fibrianti Rizka Wulan Rahmadianti Rohmat Hidayat Sujono Sujono Yoga Firmansya Ziyyana Fitra