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All Journal Sodality: Jurnal Sosiologi Pedesaan Jurnal Ecosolum Jurnal Pendidikan Indonesia JTSL (Jurnal Tanah dan Sumberdaya Lahan) Naturalis : Jurnal Penelitian Pengelolaan Sumberdaya Alam dan Lingkungan Indonesian Journal of Tropical and Infectious Disease MUSLIM HERITAGE: JURNAL DIALOG ISLAM DENGAN REALITAS JURNAL GALUNG TROPIKA Jurnal Geografi, Edukasi dan Lingkungan JOURNAL OF APPLIED INFORMATICS AND COMPUTING Jurnal Agroqua: Media Informasi Agronomi dan Budidaya Perairan Pendas : Jurnah Ilmiah Pendidikan Dasar Gema Kampus IISIP YAPIS Biak Jurnal Penelitian Agrosamudra AL-ADABIYA: Jurnal Kebudayaan dan Keagamaan JURNAL GIZI DAN KESEHATAN Britain International of Humanities and Social Sciences (BIoHS) Journal Formosa Journal of Multidisciplinary Research (FJMR) PERTANIAN TROPIK Jurnal Pengabdian dan Pengembangan Masyarakat Indonesia TADRIS AL-ARABIYAT: Jurnal Kajian Ilmu Pendidikan Bahasa Arab JUDGE: Jurnal Hukum Muslim Heritage EKKLESIA: Jurnal Teologi Dan Pendidikan Kristiani Jurnal Kesehatan Jurnal Masyarakat Berdikari dan Berkarya (MARDIKA) ROCE : Jurnal Pertanian Terapan Journal of International Islamic Law, Human Right and Public Policy Jurnal Riseta Naturafarm
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Implementasi Media Pembelajaran di Pendidikan Agama Kristen untuk Peningkatan Kerohanian Peserta Didik Iswahyudi; Manik, Novida Dwici Yuanri; Santoso, Juli
EKKLESIA: Jurnal Teologi dan Pendidikan Kristiani Vol. 1 No. 1 (2022): November 2022
Publisher : STT Ekklesia Pontianak

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (821.873 KB) | DOI: 10.63576/ekklesia.v1i1.12

Abstract

Abstract: The purpose of this study was to determine objectively about the effectiveness of the performance of the administrative staff were seen monitoring and performance measurement. This study uses a qualitative approach to case study type. The data sources are: Chairman of the school of theology as a key informant who supported other sources. While collecting the data collection techniques, through interviews, observation, and documentation. The technique of data analysis through the model of Miles and Huberman. Based on research, it can be concluded that: (1) The increase in administrative staff performance through the implementation of monitoring and measurement of performance. (2) While the measurement of performance through measurement to communicate aspects of work, and taking the measurements to communicate aspects of the work, and aspects of measurement to define priorities for action; (3) Beside all that aspects, to increase the administrative staff performance through work standard, actual performance, based on policy, usefull of performance, problem and solution of performance, and the effort to increase administrative staff performance.Abstrak: Media Pembelajaran adalah salah satu alat bantu dalam mengajar bagi guru untuk meningkatkan kreativitas dan perhatian siswa dalam proses pembelajaran. Dengan media pembelajaran siswa akan lebih termotivasi, imajinasi siswa dirangsang, perasaannya disentuh, dan kesan mendalam diperoleh siswa dan selanjutnya meningkatkan minat belajar siswa. Penggunaan media pembelajaran dapat meningkatkan perhatian siswa terhadap materi pelajaran, sehingga mempengaruhi hasil belajar siswa menjadi lebih baik. Itulah sebabnya, dalam pengajaran Pendidikan Agama Kristen dengan menerapkan media pembelajaran pada siswa sekolah Dasar menjadi topik yang sangat penting untuk dibahas. Dalam pengajaran Pendidikan Agama Kristen, pemanfaatan media pembelajaran sebenarnya bukan hal yang baru, jika dilihat pada masa Perjanjian Lama, sudah memakai media sekalipun masih sangat terbatas. Dalam Perjanjian Baru, sebagai guru Tuhan Yesus selalu mencari dan menemukan berbagai cara dalam menghadapi situasi pendengar-Nya baik dengan menggunakan istilah, perumpamaan dan media alat peraga sekalipun untuk menyampaikan maksud pengajaran-Nya, sehingga lebih menarik dan lebih mudah untuk dipahami dengan baik oleh para pendengarnya. Pada umumnya, keberadaan media muncul karena keterbatasan kata-kata, waktu, ruang, dan tenaga. Dalam pemanfaatan mendia pembelajaran secara umum memiliki kegunaan yaitu memperjelas pesan, menguasai keterbatasan ruang, waktu, pancaindra serta menimbulkan gairah/minat belajar dan berdampak pada hasil belajar siswa.
Efektivitas Arang Karbon Aktif Dari Limbah Bahan Pertanian Dalam Menurunkan Polusi Mikroplastik Garfansa, Marchel Putra; Holifah, Siti; Iswahyudi; Ekalaturrahmah, Yenni Arista Cipta
Jurnal Geografi, Edukasi dan Lingkungan (JGEL) Vol. 10 No. 1 (2026): Edisi Bulan Januari
Publisher : Pendidikan Geografi Universitas Muhammadiyah Prof. Dr. Hamka

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22236/jgel.v10i1.19270

Abstract

Polusi mikroplastik (MPs) semakin meningkat setiap tahun dan hamper dijumpai di lingkungan sekitar terutama perairan. Tujuan penelitian ini adalah untuk mengevaluasi potensi arang karbon aktif berbasis limbah pertanian dalam mengurangi tingkat mikroplastik pada air irigasi pertanian. Penelitian ini menggunakan teknik filtrasi kolom, di mana berbagai bahan baku arang seperti sekam padi, kayu, dan tempurung kelapa diolah dan diuji dalam proses aktivasi untuk menghasilkan karbon aktif. Efektivitas karbon aktif dalam mengurangi mikroplastik diuji dengan menggunakan empat jenis mikroplastik yang berbeda dalam ukuran dan bentuk, dan pengukuran efisiensi dilakukan secara gravimetrik. Hasil penelitian menunjukkan bahwa arang karbon aktif yang diaktivasi, terutama yang berasal dari kayu (AKK), mampu menghilangkan mikroplastik hingga 98,79%, lebih tinggi dibandingkan arang yang tidak diaktivasi. Proses aktivasi meningkatkan kapasitas adsorpsi karbon aktif, yang terbukti lebih efektif dalam menangani mikroplastik, terutama yang lebih besar dan tidak teratur. Kesimpulannya, arang karbon aktif berbasis limbah pertanian merupakan alternatif yang efektif dan ramah lingkungan dalam mengurangi polusi mikroplastik di sistem pertanian. Penelitian ini memberikan dampak yang signifikan dalam mengatasi polusi mikroplastik yang semakin meningkat di sektor pertanian dan dapat menjadi solusi berkelanjutan untuk pengelolaan air irigasi.
Addressing Extreme Class Imbalance in Multilingual Complaint Classification Using XLM-RoBERTa Ariyanto, Muhammad; Alzami, Farrikh; Sani, Ramadhan Rakhmat; Gamayanto, Indra; Naufal, Muhammad; Winarno, Sri; Iswahyudi
Journal of Applied Informatics and Computing Vol. 10 No. 1 (2026): February 2026
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v10i1.11606

Abstract

Government complaint management systems often suffer from extreme class imbalance, where a few public service categories accumulate most reports while many others remain under-represented. This research examines whether simple class weighting can improve fairness in multilingual transformer models for automatic routing of Indonesian citizen complaints on the LaporGub Central Java e-governance platform. The dataset comprises 53,877 Indonesian-language complaints spanning 18 service categories with an imbalance ratio of about 227:1 between the largest and smallest classes. After cleaning and deduplication, we stratify the data into training, validation, and test sets. We compare three approaches: (i) a linear support vector machine (SVM) with term frequency inverse document frequency (TF-IDF) unigram and bigram and class-balanced weights, (ii) a cross-lingual RoBERTa (XLM-RoBERTa-base) model without class weighting, and (iii) an XLM-RoBERTa-base model with a class-weighted cross-entropy loss. Fairness is operationalised as equal importance for categories and quantified primarily using the macro-averaged F1-score (Macro-F1), complemented by per-class F1, weighted F1, and accuracy. The unweighted XLM-RoBERTa model outperforms the SVM baseline in Macro-F1 (0.610 vs 0.561). The class-weighted variant attains similar Macro-F1 (0.608) while redistributing performance towards minority categories. Analysis shows that class weighting is most beneficial for categories with a few hundred to several thousand samples, whereas extremely rare categories with fewer than 200 complaints remain difficult for all models and require additional data-centric interventions. These findings demonstrate that multilingual transformer architectures combined with simple class weighting can provide a more balanced backbone for automated complaint routing in Indonesian e-government, particularly for low- and medium-frequency service categories.
IDENTIFICATION AND MAPPING OF CRITICAL LAND LEVELS IN THE KRUENG LANGSA WATERSHED USING GEOGRAPHIC INFORMATION SYSTEM: IDENTIFIKASI DAN PEMETAAN TINGKAT LAHAN KRITIS DI DAERAH ALIRAN SUNGAI KRUENG LANGSA MENGGUNAKAN SISTEM INFORMASI GEOGRAFIS Iswahyudi; Tampubolon, Elita Romei; Rosmiati
ROCE : Jurnal Pertanian Terapan Vol. 3 No. 1 (2026): JPT ROCE 5, 2026
Publisher : PT. ROCE WISDOM ACEH

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.71275/roce.v3i1.144

Abstract

Langsa City has a river that runs through the city, namely the Krueng Langsa. Critical land will disrupt the land’s ability to regulate water management, flood control, and sedimentation in downstream areas. The method used by GIS is a weighted scoring analysis: the weighted overlay method, the scoring method, and the weighted overlay.   The weighted overlay is a spatial analysis technique that overlays multiple maps related to the factors affecting the vulnerability assessment. The analytical tool used is the geographic information system (GIS). The search parameters were the sloping map, the erosion risk map, the land use map, and the land management map. The results for land importance in the Langsa River showed that it falls into three categories: not important, potentially important, and slightly important. The most predominant land type was unimportant, covering 13,269.23 ha (65.31%), followed by potentially important land, covering 7,030.22 ha (34.60%). These two land importance criteria were found in Langsa Baro District, Langsa West District, Langsa Lama District, Langsa East District, and Langsa City District. “The Slightly Critical class is the smallest class which is only found in Langsa Lama District, specifically in Pondok Factory Village and Petow Village, which are geographically located between 04◦ 42’ 23.99” N – 04◦ 44’ 68.91” N North Latitude and 97◦ 91’ 86.81” E – 97◦ 90’41, 99” N with an area of 15.12 ha (0.07%).
Co-Authors Abdul Azis Abdullah, Salsabilla Putri Kinanti Ade Novita Adnan Agusman Ahmad Rasyid Ainul Mardiyah Alfisyahrin, Alfisyahrin Almeida, Maria Alzami, Farrikh Anna Fitriani Arief Diana, Muhammad Ariyani, Putri Sukmawati ARIYANTO, MUHAMMAD Asmaul Husna, Bayu Andrian berutu, prekdisampangate Boy Riza Juanda Cita Rosita Sigit Prakoeswa Cut Mulyani Danar Hadisugelar Daniel Happy Putra Dea Musvita dea, Dea Musvita Dewie Anatasya Karno DINAR ADRIATY Erna Yayuk Fouzan A'zim Ganda Elsandro Tumanggor Garfansa, Marchel Putra Haria, Novi Gabriella Harsono Helmi Helmi Holifah, Siti Humairah, Jasri Fanny Husnul Hotima Indra Gamayanto Islamudin Ahmad Izaar, Ahmad Shohibul Juanda,, Boy Riza Khairan Khairan Laura Navika Yamani Layli Pitri Yani Maryam Jamila Arief MASRUHIM, MUHAMMAD AMIR Maulida Medhi Denisa Alinda, Medhi Denisa Michel Kasaf Muhammad Faisal Muhammad Khadafi Muhammad Naufal Muliyani Mulyani, Cut Nainggolan, Nurhayati Nasrullah, M Alaika Naurah, Gladdays Novermawati Novida Dwici Yuanri Manik Nur Zakiyah Darajat NURHALIMAH Pratiwi, Septi Dwi Puput Ade Wahyuningtyas Rahmayanti Ramadhan Rakhmat Sani Ratna Wahyuni Reji Maulana Azsari Risyad, Syukri Rizki Afandi Rosmaiti, Rosmaiti Rosmiati Safrizal Saiful Mahdi Salsabila Santoso, Juli Saputra, Iwan Saputra, Iwan Saragih , Yasmirah Mandasari Sembiring, Tamaulina Br. Siregar, Dolly S. Siregar, Maruli Sitanggang, Ferawati Siti Arieta Sri Winarno Sugiharto, Akip Sutarni Suyatmini Syukri Tampubolon, Elita Romei Tania, Putri Udin Safala Vina Maulidya Wijaya, Panca Dharma Yenni Arista Cipta Ekalaturrahmah Yenni Marnita