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All Journal Jurnal Sains Dan Teknologi (SAINTEKBU) Jumat Informatika: Jurnal Pengabdian Masyarakat Jumat Pendidikan: Jurnal Pengabdian Masyarakat Jumat Keagamaan: Jurnal Pengabdian Masyarakat Newton : Networking And Information Technology
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.
Peningkatan Literasi Melalui Sinergi Guru & Orang Tua Menuju Pendidikan yang Berkualitas di ‎MI Sunan Giri Ngampel Jombang: MI Sunan Giri Ngampel Jombang achmad agus athok miftachuddin; Faisol Hidayatulloh; Nafa Rihhadatul Aisy; Harnum Dini Lestari
Jumat Pendidikan: Jurnal Pengabdian Masyarakat Vol. 6 No. 3 (2025): Desember
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat UNWAHA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32764/abdimaspen.v6i3.5664

Abstract

Madrasah Ibtidaiyah Sunan Giri di Desa Ngampel, Kecamatan Ngusikan, Kabupaten Jombang, menghadapi masalah rendahnya minat siswa terhadap aktivitas membaca dan menulis. Kondisi ini menunjukkan perlunya upaya terpadu untuk meningkatkan literasi sebagai fondasi pendidikan berkualitas. Fokus pengabdian masyarakat ini adalah membangun sinergi antara guru dan orang tua untuk mengatasi tantangan literasi di sekolah tersebut. Program ini bertujuan untuk meningkatkan kemampuan membaca, menulis, dan berpikir kritis siswa guna mencapai pendidikan yang bermakna dan berkualitas tinggi. Pendekatan yang diterapkan meliputi pelatihan literasi bagi guru dan orang tua, pembentukan forum komunikasi rutin, serta penyediaan kegiatan membaca dan menulis yang menarik bagi siswa. Strategi ini dirancang untuk menciptakan kerja sama yang kuat, dukungan berkelanjutan, dan pemahaman bersama tentang kebutuhan belajar siswa. Hasil pengabdian menunjukkan peningkatan minat siswa terhadap literasi, terlihat dari keterlibatan mereka dalam aktivitas membaca dan kemampuan menulis yang lebih kreatif. Sinergi antara guru dan orang tua juga memperkuat ekosistem pendidikan di Madrasah Ibtidaiyah Sunan Giri, sehingga mendukung proses pembelajaran yang berkelanjutan dan berkualitas. Upaya ini berkontribusi pada pembentukan generasi muda yang memiliki keterampilan literasi unggul untuk masa depan
PERANCANGAN SISTEM INFORMASI DESA (SID) DALAM MENINGKATKAN KUALITAS PELAYANAN PUBLIK DI DESA NGAMPEL: Pengabdian Masyarakat Berbasis Teknologi Tepat Guna Achmad Agus Athok Miftachuddin; Moh. Anshori Aris Widya; Dani Huwaidi Mushlih; Asri Sobirin
Jumat Informatika: Jurnal Pengabdian Masyarakat Vol. 6 No. 1 (2025): April
Publisher : LPPM Universitas KH. A. Wahab Hasbullah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32764/abdimasif.v6i1.5644

Abstract

The limited understanding of village officials in Ngampel Village, Ngusikan District, Jombang Regency, regarding the development and utilization of the Village Information System (SID) is caused by limited human resource support and minimal facilities and infrastructure available. This condition has an impact on the low awareness of village officials regarding the importance of utilizing the village website as a tool for disseminating information. Until now, the knowledge of village officials regarding the creation and management of websites is still very limited, so that the dissemination of information through this platform has not been optimal. In this community service activity, a research team from KH. A. Wahab Hasbulloh University also designed a website for Ngampel Village and provided training to village officials to improve their ability to manage the Village Information System (SID) effectively. The main objective of this activity is to increase accessibility and socialization of village programs and information. The approach used involves the application of appropriate technology through training and management of the SID website. The results of this activity include the creation of the Village Information System (SID) website and a significant increase in the skills of village officials in managing the website.
Sentiment Analysis of Online Game Clash of Clans Reviews Using the K-Nearest Neighbor Method Andika Prastyo; Achmad Agus Athok Miftachuddin
NEWTON: Networking and Information Technology Vol. 4 No. 3 (2025): February
Publisher : LPPM Universitas KH. A. Wahab Hasbullah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32764/newton.v4i3.5099

Abstract

Clash of Clans is a popular strategy game with millions of players worldwide. User reviews for this game are available on various online platforms. Sentiment analysis of these reviews can provide valuable insights into players' experiences and opinions. In this study, the researchers used the K-Nearest Neighbor (KNN) algorithm to classify the sentiment of Clash of Clans player reviews collected from the Google Play Store. Experimental results show that with a 60:40 training and testing data split, the KNN model was able to classify review sentiment with an accuracy of 64.52%, a precision value of 68.4%, a recall value of 88%, and an F1-score of 76.97%. The application of TF-IDF word weighting produced high accuracy at k-2 with an accuracy of 95.55%, precision of 96.16%, recall of 95.55%, and F1-score of 95.59%. These results indicate that KNN can be an efficient tool for analyzing player sentiment towards the Clash of Clans game.
Co-Authors Andika Prastyo Anggi Indah Yuliana Asri Sobirin Bima Imansyah Dani Huwaidi Mushlih Emha Taufiq Luthfi Erfan Nur Huda Faisol Hidayatulloh Harnum Dini Lestari Kusrini M. Abdul Jalil M. Malik Fajar Amrullah Moh. Anshori Aris Widya Nafa Rihhadatul Aisy Rindhi Dwi Fibrianti Rizka Wulan Rahmadianti Rohmat Hidayat Sujono Sujono Yoga Firmansya Ziyyana Fitra