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Jurnal Pengabdian Masyarakat dan Riset Pendidikan
Published by Universitas Pahlawan Tuanku Tambusai
ISSN : 29619890     EISSN : 29619890     DOI : https://doi.org/10.31004/jerkin.v1i1
Core Subject : Humanities, Education,
Humanities Education Languange, Linguistic, Communication & Media Mathematics Other
Jurnal Pengabdian Masyarakat dan Riset Pendidikan is a journal on Faculty of Education. Jurnal JERKIN: Jurnal Pengabdian Masyarakat dan Riset Pendidikan is under the auspices of the Faculty of Education, Universitas Pahlawan Tuanku Tambusai. The journal is registered with E-ISSN: 2961-9890. Jurnal Pengabdian Masyarakat dan Riset Pendidikan is published four times a year in September, December, March and June. Jurnal Pengabdian Masyarakat dan Riset Pendidikan receives 50 articles per issue. The journal publishes articles in mathematics education including teaching and learning, instruction, curriculum development, learning environments, teacher education, educational technology, educational developments, from many kinds of research such as survey, research and development, experimental research, classroom action research, etc.
Arjuna Subject : Ilmu Sosial - Pendidikan
Articles 3,563 Documents
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Implementasi Teknik Data Mining untuk Prediksi Kanker Paru – Paru Menggunakan Algoritma Decision Tree C4.5 : Penelitian Rudhiyanto, Angela Putri; Damayanti, Najla; Anggita, Esthi Ayu; Maharani, Ananda Putri; Juanda, Amanda Chickita Aprilia
Jurnal Pengabdian Masyarakat dan Riset Pendidikan Vol. 4 No. 3 (2026): Jurnal Pengabdian Masyarakat dan Riset Pendidikan Volume 4 Nomor 3 (Januari 202
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jerkin.v4i3.4976

Abstract

This study aims to implement data mining techniques to predict lung cancer using the Decision Tree C4.5 algorithm. The dataset used in this research is the Lung Cancer Dataset, consisting of 309 records and 16 attributes covering demographic factors, lifestyle habits, and clinical symptoms of patients. The research process was conducted using RapidMiner software through several stages, including data collection, data preprocessing, model construction, and model evaluation. The C4.5 algorithm generates a decision tree based on the Gain Ratio criterion to identify the most influential attributes in lung cancer classification.The results show that the Decision Tree C4.5 algorithm achieved excellent classification performance with an accuracy of 96.76%, a classification error of 3.24%, a Kappa value of 0.844, a weighted mean recall of 89.86%, and a weighted mean precision of 94.93%. The generated decision tree indicates that the ALLERGY attribute is the most dominant factor in classifying lung cancer, followed by other attributes such as Yellow_Finger, Peer_Pressure, and Swallowing_Difficulty. These findings indicate that the Decision Tree C4.5 algorithm is effective and highly interpretable for lung cancer prediction and has strong potential as an early decision-support tool in medical diagnosis.
Penerapan Data Mining Menggunakan Algoritma pada Sistem Informasi Deteksi dini Parkinson Diseas Berbasis Rapidminer : Penelitian Taufiqurohman, Taufiqurohman; Febriyan, Adani; Aulia, Firman Nasty; Bogo, Hezron Perez Gelu; Basra, Muhamad Sadam; Rohim, Syahrul Abdul
Jurnal Pengabdian Masyarakat dan Riset Pendidikan Vol. 4 No. 3 (2026): Jurnal Pengabdian Masyarakat dan Riset Pendidikan Volume 4 Nomor 3 (Januari 202
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jerkin.v4i3.4977

Abstract

This study utilized a 20-sample dataset with 23 acoustic attributes reflecting the patient's vocal characteristics, including parameters such as MDVP:Fo(Hz), MDVP:Fhi(Hz), MDVP:Flo(Hz), jitter, shimmer, and harmonic values. The target attribute used was status, which indicates whether the patient is indicated as having Parkinson's (1) or not (0). The study aimed to build a data mining-based prediction model using RapidMiner to support an information system for early detection of Parkinson's Disease. The analysis stages followed the CRISP-DM framework, which includes data understanding, preprocessing, modeling, and evaluation. The algorithms tested included Support Vector Machine, Random Forest, and Naïve Bayes using a cross-validation scheme. The experimental results showed that Random Forest provided the most consistent performance on this small dataset with more stable accuracy and prediction confidence values ​​compared to other algorithms. These findings confirm that acoustic features of voice can serve as effective early indicators for detecting Parkinson's, while strengthening RapidMiner's role as an efficient analytical platform in data-driven medical research.
Perancangan Kearsipan Digital pada Sistem Administrasi Sekolah: Penelitian Oktarina, Viola; Riana, Dwi; Astarina, Yesita; Leisthari, Fepi; Anjani Safitri, Ratri; Anabilla, Syifa
Jurnal Pengabdian Masyarakat dan Riset Pendidikan Vol. 4 No. 3 (2026): Jurnal Pengabdian Masyarakat dan Riset Pendidikan Volume 4 Nomor 3 (Januari 202
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jerkin.v4i3.4980

Abstract

Well-organized archive management plays an important role in supporting the smooth running of administrative activities in a school environment. At SD Negeri 10 Talang Kelapa, the filing system for incoming and outgoing letters is still carried out manually, by recording them in an agenda book and storing the documents in binder folders. This method causes the archive retrieval process to take a considerable amount of time and poses a risk of document damage. To address this issue, this study aims to design an electronic archive storage system by utilizing Microsoft Access 2013 to improve the overall archive management. The study uses a system development approach through the ADDIE model (Analysis, Design, Development, Implementation, and Evaluation). The system is designed to include user login features, input forms for incoming and outgoing letters, archive data search, and the creation of digital archive reports. The design results show that the developed system can assist the process of recording, storing, and retrieving archives more easily and quickly. With the implementation of this system, it is expected that administrative activities at SD Negeri 10 Talang Kelapa can run more smoothly and in an orderly manner. In addition, the system also provides support in maintaining the completeness and security of archived documents so they can be accessed again when needed.
Kolaborasi Dosen-Mahasiswa Dalam Pelatihan Literasi Digital Bagi Masyarakat Desa: Pengabdian A. Istiqlal Assaad; Eva Syafaah Hasanah; Emilda; Samsidar; Wiwit Agustina
Jurnal Pengabdian Masyarakat dan Riset Pendidikan Vol. 4 No. 3 (2026): Jurnal Pengabdian Masyarakat dan Riset Pendidikan Volume 4 Nomor 3 (Januari 202
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jerkin.v4i3.4981

Abstract

Kegiatan pelatihan literasi digital bagi masyarakat desa melalui kolaborasi dosen-mahasiswa bertujuan untuk meningkatkan pemahaman, keterampilan, serta kesadaran masyarakat dalam memanfaatkan teknologi digital secara bijak dan produktif. Pelaksanaan kegiatan dilakukan melalui beberapa tahapan, meliputi tahap perencanaan dan analisis kebutuhan, pembentukan tim kolaborasi dosen dan mahasiswa, penyusunan kurikulum dan materi pelatihan, sosialisasi dan koordinasi, pelatihan, pendampingan dan praktik lapangan berkelanjutan, monitoring dan evaluasi, serta pelaporan dan diseminasi hasil kegiatan. Hasil kegiatan menunjukkan adanya peningkatan yang signifikan pada tingkat literasi digital masyarakat desa, baik dari aspek pengetahuan teknis, sikap, maupun pola pikir terhadap penggunaan teknologi. Masyarakat tidak hanya mampu menggunakan perangkat digital secara mandiri, tetapi juga menjadi lebih kritis dalam mengakses informasi serta lebih sadar akan pentingnya keamanan dan etika digital. Selain itu, pelatihan ini mendorong pemanfaatan teknologi digital untuk kegiatan produktif di bidang ekonomi, pendidikan, dan layanan sosial. Pendekatan kolaboratif, kontekstual, dan aplikatif dalam pelatihan ini terbukti mampu memberikan dampak positif yang berkelanjutan serta berkontribusi pada peningkatan kualitas sumber daya manusia masyarakat desa dalam menghadapi tantangan era digital.
Pemanfaatan Media Digital dalam Sosialisasi Pencegahan Pernikahan Dini: Pengabdian Darmawan, Femas Agusta Regi; Yustiono, Yustiono; Niswah, Asna Mufidatun; Hafizah, Inesia Fais; Lutfiyah, Vera; Paraswati, Yunia Putri; Shodikin, Moh.; Toyib, Madini Alfi; Andrean, Muhammad; Saputri, Febby Bella; Mega Hardijanti Suryani; Fitrianingtyas, Rizki
Jurnal Pengabdian Masyarakat dan Riset Pendidikan Vol. 4 No. 3 (2026): Jurnal Pengabdian Masyarakat dan Riset Pendidikan Volume 4 Nomor 3 (Januari 202
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jerkin.v4i3.4982

Abstract

Stunting and early marriage are crucial issues that impact the quality of human resources in Indonesia, including in Klungkung Village. Prevention requires an innovative and adaptive approach, especially for the younger generation who are familiar with digital technology. This community service activity aims to increase awareness and understanding of the dangers of stunting and early marriage among adolescents and parents in Klungkung Village through digital media in the form of educational videos and interactive QR code banners. The methods used included developing research-based materials, producing videos, installing banners in strategic locations, and evaluating community response. The results showed that interactive digital media effectively attracted attention, facilitated access to information, and increased public understanding, thus becoming an effective and sustainable means of delivering health and social messages in rural areas.
Pengembangan Trainer Pembelajaran Smart Switch pada Mata Pelajaran Instalasi Penerangan Listrik di SMK N 1 Magelang: Penelitian Zamtinah, Zamtinah; Aziz, Muchtar Abdul; Wardhana, Alex Sandria Jaya; Damarwan, Eko Swi
Jurnal Pengabdian Masyarakat dan Riset Pendidikan Vol. 3 No. 4 (2025): Jurnal Pengabdian Masyarakat dan Riset Pendidikan Volume 3 Nomor 4 (April 2025
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jerkin.v3i4.4983

Abstract

This study aims to produce a smart switch trainer learning media that is suitable for use in the Electrical Lighting Installation subject. The study uses the Research and Development (RnD) method with the ADDIE model which includes the stages of analysis, design, development, implementation, and evaluation. The research subjects consisted of 2 media experts, 2 material experts, and 47 grade XI students of SMK N 1 Magelang. Data collection was carried out through observation, interviews, and Likert scale questionnaires, with quantitative descriptive data analysis. The results of the development are in the form of a hardcase suitcase trainer equipped with a guidebook. The feasibility test showed that the smart switch trainer was declared suitable for use, with the validation results of material experts at 85% (very suitable), media experts 79% (suitable), and user responses 87% (very satisfactory).
Pengadaan Barang dan Jasa Pupuk Pertanian Mendukung Agroeduekotourism Desa Tumpatan Nibung: Pengabdian Fery Tanjung, Ahmad; Nurhayati; Dirhamsyah; Nurdiansyah, Hafiz; Hasudungan Sianturi, Ronald; Cai Cen, Cia; Khairunnisa, Liandra
Jurnal Pengabdian Masyarakat dan Riset Pendidikan Vol. 4 No. 3 (2026): Jurnal Pengabdian Masyarakat dan Riset Pendidikan Volume 4 Nomor 3 (Januari 202
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jerkin.v4i3.4984

Abstract

agroeduekotourism melalui pengadaan barang dan jasa berupa pupuk pertanian yang tepat guna dan ramah lingkungan di Desa Tumpatan Nibung. Desa ini memiliki potensi pertanian dan wisata edukatif yang besar, namun masih menghadapi keterbatasan sarana produksi pertanian, khususnya pupuk yang berkualitas dan berkelanjutan. Metode pelaksanaan kegiatan meliputi tahapan identifikasi kebutuhan petani, perencanaan dan pengadaan pupuk, distribusi pupuk kepada kelompok tani, serta pendampingan penggunaan pupuk ramah lingkungan. Kegiatan ini melibatkan kelompok tani dan perangkat desa sebagai mitra utama. Hasil kegiatan menunjukkan bahwa pengadaan pupuk yang terencana mampu meningkatkan produktivitas dan kualitas hasil pertanian, meningkatkan efisiensi biaya produksi, serta memperbaiki pengelolaan lahan pertanian. Selain itu, kegiatan pendampingan meningkatkan pemahaman dan kesadaran petani terhadap praktik pertanian berkelanjutan. Peningkatan kualitas lahan dan tanaman juga memberikan nilai tambah sebagai sarana edukasi dan daya tarik wisata berbasis pertanian, sehingga mendukung pengembangan agroeduekotourism. Program pengabdian ini diharapkan dapat menjadi model sinergi antara sektor pertanian dan pariwisata edukatif dalam meningkatkan kesejahteraan masyarakat desa secara berkelanjutan.
Pengadaan Barang dan Jasa Melalui Swakelola untuk Mendukung Desa Tumpatan Nibung sebagai Desa Agroekoedutorism: Pengabdian Hasudungan Sianturi, Ronald; Haykal, Ridha; Nurhayati; Sitepu, Elisabeth; Nurdiansyah, Hafiz; Feri Tanjung, Ahmad; Rizwan, Muhammad; Khairunnisa, Liandra; Joko Wibowo, Satrio
Jurnal Pengabdian Masyarakat dan Riset Pendidikan Vol. 4 No. 3 (2026): Jurnal Pengabdian Masyarakat dan Riset Pendidikan Volume 4 Nomor 3 (Januari 202
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jerkin.v4i3.4985

Abstract

Kegiatan pengabdian kepada masyarakat ini bertujuan untuk mendukung pengembangan Desa Tumpatan Nibung sebagai desa Agroekoedutorism melalui mekanisme pengadaan barang dan jasa secara swakelola. Pendekatan swakelola dipilih untuk mendorong partisipasi aktif masyarakat, khususnya kelompok tani, dalam proses perencanaan dan pelaksanaan pembangunan desa. Kegiatan ini dilaksanakan pada bulan Oktober 2025 di Desa Tumpatan Nibung dengan melibatkan Kelompok Tani Agro Saka Milenial sebagai peserta utama serta didukung oleh Yayasan Cendekia Hijau Indonesia. Metode pelaksanaan meliputi perencanaan kebutuhan, pelaksanaan pengadaan berbasis masyarakat, pendampingan teknis dan administratif, serta kegiatan monitoring dan evaluasi. Hasil kegiatan menunjukkan bahwa pengadaan melalui swakelola mampu meningkatkan kapasitas kelompok tani, memperkuat rasa memiliki masyarakat terhadap program pembangunan, serta menyediakan sarana pendukung pertanian, edukasi, dan wisata agro yang berkelanjutan. Kegiatan ini memberikan kontribusi positif terhadap pemberdayaan masyarakat dan dapat menjadi model pengadaan partisipatif yang dapat diterapkan di wilayah pedesaan lainnya.
Menentukan Kebutuhan Desain Organisasi Berdasarkan Analisis Strategi Dan Lingkungan Bisnis: Penelitian Rahmafathi, Dini; Hamzah, Muhamad; Nur Azizah, Nadya; Edward Utama, ⁠Rony
Jurnal Pengabdian Masyarakat dan Riset Pendidikan Vol. 4 No. 3 (2026): Jurnal Pengabdian Masyarakat dan Riset Pendidikan Volume 4 Nomor 3 (Januari 202
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jerkin.v4i3.4986

Abstract

Organizational design is a fundamental bridge between organization strategy and operational implementation. This research aims to analyze how organizations determine their design needs based on strategic analysis and business environment through three case studies. The method used is descriptive qualitative on PT Telkom Indonesia, SAP Malaysia Consulting Firm, and Social Institutions (GNG, Dompet Dhuafa, Rumah Zakat). The results show that each organization carries out a design transformation from a rigid structure to a more agile, digital, and collaboration-based model. Adjusting the structure following the strategy proved crucial in facing complex environments to achieve competitive advantage.
Utilization of the Goodnight Application as a Media for English Speaking Practice : Penelitian Yugi Diraga Prawiyata; Lidya Marshanda; Deliana Putri
Jurnal Pengabdian Masyarakat dan Riset Pendidikan Vol. 4 No. 3 (2026): Jurnal Pengabdian Masyarakat dan Riset Pendidikan Volume 4 Nomor 3 (Januari 202
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jerkin.v4i3.4987

Abstract

Speaking is a productive skill involving the use of grammar, vocabulary, pronunciation, and intonation to express ideas orally. This study employs the Goodnight application as a medium for English speaking practice among fifth-semester English Education students. The research aims to explore students' perceptions of the application use and to describe its effectiveness in enhancing speaking ability and self-confidence. A qualitative descriptive method was applied, with data collected through open-ended questionnaires and analyzed via thematic analysis supplemented by data triangulation for validity. Findings reveal that the Goodnight app effectively reduces speaking anxiety while improving fluency, vocabulary, and responsiveness in English conversations, despite challenges such as initial limited vocabulary. This study underscores the role of interactive digital media in supporting authentic and contextual language learning.

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