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All Journal Al-Zahra : Journal for Islamic and Arabic Studies KOMUNITAS: INTERNATIONAL JOURNAL OF INDONESIAN SOCIETY AND CULTURE Lembaran Ilmu Kependidikan Jurnal Informatika dan Teknik Elektro Terapan Jurnal Komunikasi Jurnal Administrasi dan Manajemen Pendidikan Dinamisia: Jurnal Pengabdian Kepada Masyarakat JTAM (Jurnal Teori dan Aplikasi Matematika) ORBITA: Jurnal Pendidikan dan Ilmu Fisika Paedagoria : Jurnal Kajian, Penelitian dan Pengembangan Kependidikan JCES (Journal of Character Education Society) SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan CIVICUS : Pendidikan-Penelitian-Pengabdian Pendidikan Pancasila dan Kewarganegaraan Scientific Journal of Reflection : Economic, Accounting, Management and Business Jurnal Sisfokom (Sistem Informasi dan Komputer) Jurnal Riset Teknologi dan Inovasi Pendidikan (Jartika) Jurnal Pendidikan Sejarah dan Riset Sosial Humaniora (KAGANGA) Journal of Education and Instruction (JOEAI) BIOEDUSAINS: Jurnal Pendidikan Biologi dan Sains Jurnal Pendidikan Matematika (JUDIKA EDUCATION) LUGAS Jurnal Komunikasi WIDYA LAKSANA Jurnal SPORTIF : Jurnal Penelitian Pembelajaran FONDATIA Jurnal Penelitian dan Pengkajian Ilmu Pendidikan: e-Saintika PERSPEKTIF Dinasti International Journal of Education Management and Social Science Jurnal Informatika dan Rekayasa Perangkat Lunak JATI (Jurnal Mahasiswa Teknik Informatika) JAMP : Jurnal Administrasi dan Manajemen Pendidikan Abdi Masyarakat Journal of Elementary School (JOES) Jurnal PORKES AS-SABIQUN: Jurnal Pendidikan Islam Anak Usia Dini MURHUM : JURNAL PENDIDIKAN ANAK USIA DINI Jurnal Nuansa Akademik: Jurnal Pembangunan Masyarakat Jurnal Kependidikan: Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran dan Pembelajaran Jurnal Pendidikan dan Pembelajaran Indonesia (JPPI) Bima Abdi: Jurnal Pengabdian Masyarakat Jurnal Pengabdian Masyarakat Formosa (JPMF) Prosiding Seminar Nasional Sisfotek (Sistem Informasi dan Teknologi Informasi) Cessie : Jurnal Ilmiah Hukum VOKAL: Jurnal Ilmiah Bahasa dan Sastra Indonesia Jurnal Indonesia Sosial Sains Journal of Software Engineering and Information System (SEIS) Jurnal Informasi Pengabdian Masyarakat Abdimas Mandalika Abdinesia: Jurnal Pengabdian Kepada Masyarakat Jurnal Inovasi Global Jurnal Penelitian dan Pengkajian Ilmiah Bima Journal of Elementary Education Jurnal Ilmiah Sistem Informasi Nusantara Mengabdi kepada Negeri EduBase: Journal of Basic Education Bumi: Jurnal Hasil Kegiatan Sosialisasi Pengabdian Kepada Masyarakat Jurnal Pendidikan Dasar dan PAUD
Khaerul Anam
Universitas Terbuka
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Biochemistry, Genetics & Molecular Biology Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Energy Engineering Environmental Science Health Professions Immunology & microbiology Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Other

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Pengembangan Media Pembelajaran Leap Motion Materi Pengenalan Hewan untuk Meningkatkan Motorik Anak Usia Dini Esti Kurniawati Mahardika; Gunawan Wiradharma; Mario Aditya Prasetyo; Khaerul Anam; Muktia Pramitasari
BIOEDUSAINS:Jurnal Pendidikan Biologi dan Sains Vol. 8 No. 5 (2025): Bioedusains: Jurnal Pendidikan Biologi dan Sains
Publisher : Institut Penelitian Matematika, Komputer, Keperawatan, Pendidikan dan Ekonomi (IPM2KPE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31539/veph3n31

Abstract

This study aims to develop an interactive learning medium based on Leap Motion, namely LeapZoo: Zoo-Based Educational Game, which is designed to improve early childhood motor skills through virtual animal recognition. The method used was research and development (R&D) with the ADDIE model, focusing on the design and development stages. Validation was carried out by media, language, and early childhood education experts to assess technical and pedagogical feasibility. The results showed that LeapZoo is feasible to be used as a learning medium in early childhood education. In conclusion, gesture-based interactions such as stroking and feeding animals can stimulate children’s fine and gross motor coordination and align with Vygotsky’s theory, which emphasizes the role of social interaction and digital scaffolding in the zone of proximal development.  Keywords: Early Childhood, Gesture-Based Learning, Leap Motion, Learning Media, Motor Skills, Animal Recognition
MODEL PREDIKSI PENERIMA BANTUAN SOSIAL BERBASIS ALGORITMA RANDOM FOREST Sukma, Siti Hatmara; Suarna, Nana; Bahtiar, Agus; Marta, Puji Pramudya; Anam, Khaerul
Jurnal Rekayasa Perangkat Lunak dan Sistem Informasi Vol. 6 No. 1 (2026)
Publisher : Department of Information System Muhammadiyah University of Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37859/seis.v6i1.10526

Abstract

Inaccurate targeting of social assistance beneficiaries remains a critical issue at the village level due to subjective and inconsistent manual verification processes. This study aims to develop a predictive model for determining social assistance eligibility using the Random Forest algorithm based on 2021 SDGs Village microdata from Cibeureum Village. The research involves data preprocessing, model training, and hyperparameter optimization, with performance evaluation using accuracy, precision, recall, and F1-score metrics. The proposed model achieved an accuracy of 94.34%, indicating strong and stable classification performance. Feature importance analysis shows that housing conditions, access to clean water, and asset ownership are the most influential socioeconomic indicators. These findings demonstrate that Random Forest can effectively support data-driven decision-making and improve the accuracy of social assistance distribution at the village level.
Development of MOOCs on Halal Management: Principles, Leadership, and Industry Development in the Global Market Rahmaddian, Rahmaddian; Koesanto, Stefani Made Ayu Artharini; Wiradharma, Gunawan; Prasetyo, Mario Adittya; Anam, Khaerul
Dinasti International Journal of Education Management and Social Science Vol. 7 No. 3 (2025): Dinasti International Journal of Education Management and Social Science (Febru
Publisher : Dinasti Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.38035/dijemss.v7i3.5625

Abstract

This study aims to develop a Massive Open Online Course (MOOC) on Halal Management as an online learning solution to enhance halal literacy and managerial competencies relevant to the dynamics of the global market. Using the ADDIE model (Analysis, Design, Development, Implementation, Evaluation), the study produced an LMS-based MOOC consisting of eight learning sessions covering halal principles, leadership, communication, and halal product development. The analysis stage was conducted through expert interviews to ensure the relevance of the content to the needs of the halal industry. The feasibility test results indicate that this MOOC meets the “Excellent” criteria in terms of media (84.9%), language (80.7%), and content (84.7%). The course was designed using a self-paced instruction approach and is equipped with animated videos, case studies, and automated assessments. The findings show that this MOOC provides flexible and contextual learning access for industry practitioners and the wider community. Thus, the MOOC is expected to serve as a strategic alternative to strengthening the competitiveness of the sharia economy and producing halal leaders and innovators at the global level.
Determinants of Student Research Quality in Madrasah Aliyah: Student Characteristics, School Environment, and Learning Process Iqbal, Muhammad; Irfan, Ahmad Zainul; Muzakkir, Muzakkir; Anam, Khaerul
Jurnal Penelitian dan Pengkajian Ilmu Pendidikan: e-Saintika Vol. 10 No. 1 (2026): March
Publisher : Lembaga Penelitian dan Pemberdayaan Masyarakat (LITPAM)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36312/e-saintika.v10i1.4224

Abstract

Student research programs in Madrasah Aliyah (MA) have been developed to strengthen scientific literacy and higher-order thinking skills, yet the quality of student research outputs remains uneven. This study examined the effects of student characteristics, school environment, and learning process on perceived student research quality, while also testing the mediating role of learning process. A quantitative associative-predictive design was employed involving 67 students from MAN IC Lombok Timur who had conducted research. Data were collected through a five-point Likert questionnaire and analyzed using PLS-SEM. The results showed that student characteristics had the strongest positive effect on perceived research quality (β = 0.611; p < 0.001), followed by school environment (β = 0.310; p = 0.018). School environment also significantly predicted learning process (β = 0.673; p < 0.001), whereas learning process did not significantly affect perceived research quality (β = −0.001; p = 0.994) and did not mediate the effects of the two predictors. These findings indicate that students’ academic self-efficacy, intrinsic motivation, self-regulation, and supportive school climate are associated with higher perceived research quality. At the same time, the non-significant role of learning process suggests that general classroom practices may not adequately capture the research-specific mentoring needed to support student research. The findings should be interpreted in light of the study’s self-reported and cross-sectional design.
PENERAPAN BUSINESS INTELLIGENCE DALAM EVALUASI EFISIENSI PENGELOLAAN STOK BUKU DI TOKO BUKU TOHA PUTRA CIREBON Fadillah, Nafla; Astuti, Rini; Anam, Khaerul; Wiguna Marthanu, Indra; Kaslani
Jurnal Ilmiah Sistem Informasi (JISI) Vol. 5 No. 1 (2026): MARET
Publisher : Universitas Muhammadiyah Metro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24127/jisi.v5i1.10626

Abstract

Penelitian ini bertujuan menganalisis efektivitas penerapan Business Intelligence (BI) dalam meningkatkan efisiensi pengelolaan stok pada Toko Buku Toha Putra Cirebon, yang masih menggunakan pencatatan manual dan sering mengalami ketidaktepatan informasi, overstock, dan stockout. Metode yang digunakan adalah pendekatan kuantitatif deskriptif dengan memanfaatkan data operasional penjualan, pembelian, dan persediaan yang kemudian diproses melalui tahapan ETL dan integrasi ke dalam data warehouse sebelum dianalisis menggunakan dashboard interaktif. Hasil penelitian menunjukkan bahwa penerapan BI meningkatkan nilai stock turnover dari 2,1 kali menjadi 3,4 kali, serta menurunkan days of inventory dari 62 hari menjadi 41 hari. Selain itu, tingkat stockout berkurang sebesar 18% setelah penerapan BI. Temuan ini menunjukkan bahwa BI mampu menyediakan informasi yang lebih akurat, mempercepat analisis, dan meningkatkan kualitas keputusan pemesanan. Secara keseluruhan, penelitian ini memberikan kontribusi praktis bagi ritel buku dalam optimalisasi persediaan dan kontribusi teoretis berupa model implementasi BI untuk usaha skala menengah.
Analisis Sentimen Ulasan Pengguna Aplikasi E-Commerce Toco Menggunakan Algoritma Naive Bayes Purnamasari, Adinda; Astuti, Rini; Anam, Khaerul; Gifthera Dwilestari; Mulyawan
Jurnal Ilmiah Sistem Informasi (JISI) Vol. 5 No. 1 (2026): MARET
Publisher : Universitas Muhammadiyah Metro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24127/jisi.v5i1.10627

Abstract

This study aims to analyze the sentiment of user reviews of the Toco e-commerce application using the Naïve Bayes Multinomial algorithm. The dataset consists of 1425 reviews with an unbalanced distribution between positive and negative classes. Review data was collected from the Google Play Store platform, then processed automatically through the stages of case folding, normalization, stopword removal, and stemming. Modeling was carried out by dividing the data into training and test data, and classifying sentiment using the Naïve Bayes approach. From the evaluation results, the model's accuracy in sentiment classification reached 88%, with higher performance achieved in the majority class (positive) compared to the minority class (negative), as reflected in the low precision and recall values. This study emphasizes the need to handle unbalanced data so that the analysis results reflect the diverse perceptions of users. This research provides a baseline for sentiment analysis for local e-commerce applications and contributes to the development of automated analytics systems to support decision-making in the Indonesian e-commerce industry.
Co-Authors -, Ibrahim - Adamy, Zulham Adi Apriadi Adiansha Aditya Prasetyo, Mario Agung, Amin Hidayatullah Agus Herianto Agus Herianto Ahmad Faqih Ahmad Muzanni, Ahmad Aini, Hizratun Ainun Jariah Al Munawar, Said Agil Husin Ali Mutafi Aliahardi Winata Alpin Herman Saputra Andayani ANDAYANI ANDAYANI Andayani Andayani Annisa, Azizah Mujahidah arina rubyasih, arina Arofah, Zianul Arpan Islami Bilal Arpan Islami Bilal Asep Sumantri Asmahul Husnah As’ad, Muhammad Aufa, Azhar Azhar Fikri, Lalu Muhammad Baehaqi Baiq Sarlita Kartiani, Baiq Sarlita Kartiani Baiq Yuliatin Ihsani Bani Nurhakim Cicilia Clara Devi Anggraini Cicilia Clara Devi Anggraini, Cicilia Clara Devi Dadang Sudrajat Dede Kurniyawan Denni Pratama Deviana Mayasari Dewi, Danar Kristiana Dikananda, Fatihanursari Dwi Desi Yayi Tarina Eka Fitriani Esti Kurniawati Mahardika Fadillah, Nafla Faizah Faizah Faizah, Fitriatul Festy Maharani, Jessica Fiani, Isma Dwi Firdaus, Zakiyah Fujiaturrahman, Sukron Gani, Ramlah AH Gani, Ramlah H. A. Gifthera Dwilestari Haeruni Haeruni Haifaturrahmah, Haifaturrahmah Hardi, Rahmat Sulhan Hardiyanti, Lesha Hasbi hasbi hasbi Hery Susanto Hulaifi Hulaifi, Hulaifi I Nyoman Nugraha Ardana Putra Ibrahim Ibrahim Ibrahim Ibrahim Imansyah, Yadi Indra Wiguna Marthanu Irfan, Ahmad Zainul Irma Setiawan, Irma Isma Dwi Fiani Ismunandar Jariah, Dian Ainun Karina Pramita Ningrum Kaslani Khosiah Khosiah Khosiah Khosiah Khosiah Khosiah, Khosiah Koesanto, Stefani M. A. A. Koesanto, Stefani Made Ayu Artharini Kukuh Tri Admaja Kurniawati Mahardika, Esti Kurniyawan, Dede Lalu Mariawan Alfarizi Lalu Moh Yudha Isnaini Lalu Parhanuddin Larasati, Ratih Lasimin Lilik Evitamala Linda Ayu Darmurtika Mahsup Mahsup Mahsup, Mahsup Mario Aditya Prasetyo Mario Aditya Prasetyo Mario Aditya Prasetyo Mariyati, Yuni Mariyati, Yuni Marta, Puji Pramudya Martanto Mas’ad, Mas’ad Mayasari, Deviana Ma’arif, Samsul Meirani Harsasi Melisa Arisanty Miftahunnisa' Igiriza Milandari, Baiq Desi Mohamad Hariyono Monika Handayani, Monika Mubarok, Imam Subhi Muhammad Iqbal Muhammad Iqbal Mujiburrahman Mujiburrahman Mukti Amini Muktia Pramitasari Mulyawan Mutiara Magta Muzakkir Muzakkir Nanang Diana Ni Made Santi Pratiwi Niken Harsanti Nining Suryani Nining Suryani Nur Farida Nurdiansyah, Aulia Nurdin Nurdin Nurdin Nurhidayat, Yustisiana Kusuma Hapsari Nurjannah Nurjannah Nurmanita, Tiara Sevi Nurul Hidayanti Nurwahidah Nurwahidah Pramitasari, Muktia Prasetyo, Mario Adittya Prasetyo, Mario Aditya Prihandoyo, Windi Baskoro Priono, Mochamad Puji Pramudya Marta Purnamasari, Adinda Raden Sudarwo Rahmaddian, Rahmaddian Rahman, Nanang Ramadhania, Aini Rani Darojah Rhamadanti, Anisa Riady, Yasir Rifa'i, Ahmad Rini Astuti Rizal Rusyana Rizky Fitri Robiansyah, Anton Rohiani, Dewi Rohmah, Dewi Wardah Mazidatur Romadhona, Farid Rudi Kurniawan Sabaryati, Johri Saeful Anwar SAPUTRA, ANGGUN ANGGITA Sari, Novitalia Ablinda Sevi Nurmanita, Tiara Shafwatul, Rif’at Sintayana Muhardini Siti Aisyah Siti Sanisah Sri Tatminingsih Stefani Made Ayu Suarna, Nana Subaegi, Angga Sudarwo Sudarwo Sudarwo, Raden Sudarwo, Raden Sudarwon, Raden Sukma, Siti Hatmara Suko, Imelda Paulina Suparti Suparti Suprapto Suprapto Suryo Prabowo, Suryo Susi Susanti Susilawati Susilawati Syarifuddin Syarifuddin Syinta, Irhamny Maya Sylvana Yaka Saputra Tiara Sevi Nurmanita Unggul Utan Sufandi Wahidah, Ananda Wahyuni, Ayu Nur Widiyanto Wiguna Marthanu, Indra Windi Baskoro Prihandoyo Windi Baskoro Prihandoyo Winengan Winengan Wiradharma, Gunawan Wiwik Handayani Yadi Imansyah Yasir Riady Yulia, Irla Zacky Muhammad Dinata Zainul Irfan, Ahmad Zul Fahmi