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All Journal JOIV : International Journal on Informatics Visualization Sinkron : Jurnal dan Penelitian Teknik Informatika ALMUJTAMAE: Jurnal Pengabdian Masyarakat
Ichsan Budiman
UIN Sunan Gunung Djati Bandung, 40614, Indonesia
Computer Science & IT Economics, Econometrics & Finance

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Exploring Classification Algorithms for Detecting Learning Loss in Islamic Religious Education: A Comparative Study Sapdi, Rohmat Mulyana; Maylawati, Dian Sa'adillah; Ramdania, Diena Rauda; Budiman, Ichsan; Al-Amin, Muhammad Insan; Fuadi, Mi'raj
JOIV : International Journal on Informatics Visualization Vol 8, No 2 (2024)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/joiv.8.2.1823

Abstract

This study investigates the detection of learning loss in Islamic religious education subjects in Indonesia. Focusing on the effectiveness of multiple classification algorithms, the research assesses learning loss across literacy, numeracy, writing, and science domains. While education traditionally involves knowledge transmission, it also seeks to instill values. Given Indonesia's predominantly Islamic demographic, Islamic Religious Education (IRE) is pivotal in disseminating moral and cultural values, encompassing teachings from the Koran, Hadith, Aqedah, morality, Fiqh, and Islamic history. The study's central aim is to discern learning loss in IRE in Islamic schools, utilizing the Gradient Boosting Classifier as its primary analytical tool. Various classification algorithms, including the Cat Boost Classifier, Light Gradient Boosting Machine, Extreme Gradient Boosting, and others, were tested. The study engaged a sample of 38,326 Islamic Elementary school students, 29,350 Islamic Junior High school students, and 13,474 Islamic High school students across Indonesia. The findings revealed that the Light Gradient Boosting Machine was the most effective model for Islamic Elementary and High school data, while the Cat Boost Classifier excelled for Islamic Junior High school data. These results highlight the extent of learning loss in IRE and offer invaluable perspectives for education stakeholders. Future studies are encouraged to further explore the root causes of this learning loss and devise specific interventions to tackle these issues effectively.
Analyzing PEGASUS Model Performance with ROUGE on Indonesian News Summarization Kartamanah, Fatih Fauzan; Atmadja, Aldy Rialdy; Budiman, Ichsan
Sinkron : jurnal dan penelitian teknik informatika Vol. 9 No. 1 (2025): Research Article, January 2025
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/sinkron.v9i1.14303

Abstract

Text summarization technology has been rapidly advancing, playing a vital role in improving information accessibility and reducing reading time within Natural Language Processing (NLP) research. There are two primary approaches to text summarization: extractive and abstractive. Extractive methods focus on selecting key sentences or phrases directly from the source text, while abstractive summarization generates new sentences that capture the essence of the content. Abstractive summarization, although more flexible, poses greater challenges in maintaining coherence and contextual relevance due to its complexity. This study aims to enhance automated abstractive summarization for Indonesian-language online news articles by employing the PEGASUS (Pre-training with Extracted Gap-sentences Sequences for Abstractive Summarization) model, which leverages an encoder-decoder architecture optimized for summarization tasks. The dataset utilized consists of 193,883 articles from Liputan6, a prominent Indonesian news platform. The model was fine-tuned and evaluated using the Recall-Oriented Understudy for Gisting Evaluation (ROUGE) metric, focusing on F-1 scores for ROUGE-1, ROUGE-2, and ROUGE-L. The results demonstrated the model's ability to generate coherent and informative summaries, achieving ROUGE-1, ROUGE-2, and ROUGE-L scores of 0.439, 0.183, and 0.406, respectively. These findings underscore the potential of the PEGASUS model in addressing the challenges of abstractive summarization for low-resource languages like Indonesian language, offering a significant contribution to summarization quality for online news content.
Peningkatan Literasi dan Inklusi Keuangan Syariah bagi Pelaku UMKM di Desa Cipicung Melalui Penyuluhan dan Konsultasi Zulfadilla, Siti Fauziah; Putri, Danis Anindita; Kanahaya, Deswita; Asyifa, Fatimah Nur; Sulifah, Fitrah; Budiman, Ichsan; Suci, Siti Nindi Wulan; Nurahma, Siti Selvia; Lutfiyati, Sofia; Amir, Fachrur Razi
ALMUJTAMAE: Jurnal Pengabdian Masyarakat Vol. 6 No. 1 (2026): April
Publisher : Universitas Djuanda Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30997/almujtamae.v6i1.21668

Abstract

Kegiatan pengabdian kepada masyarakat ini dilatarbelakangi oleh masih rendahnya pemahaman pelaku Usaha Mikro, Kecil, dan Menengah (UMKM) di Desa Cipicung terhadap konsep keuangan syariah serta keterbatasan akses terhadap pembiayaan formal. Oleh karena itu, kegiatan ini bertujuan untuk meningkatkan literasi dan inklusi keuangan syariah melalui penyuluhan dan konsultasi bersama Bank Pembiayaan Rakyat Syariah (BPRS). Metode pelaksanaan menggunakan pendekatan partisipatif yang meliputi tahapan identifikasi kebutuhan, penyuluhan interaktif, konsultasi, serta monitoring dan evaluasi, dengan instrumen berupa observasi dan wawancara untuk menilai perubahan sikap dan perilaku peserta. Hasil kegiatan menunjukkan adanya peningkatan signifikan dalam tingkat pemahaman pelaku UMKM. Secara kualitatif, peserta mengalami perubahan positif, antara lain kemampuan mencatat arus kas usaha, memisahkan keuangan pribadi dan usaha, serta meningkatnya minat dalam menggunakan produk keuangan syariah. Dengan demikian, kegiatan ini dinilai berhasil dalam meningkatkan literasi dan inklusi keuangan syariah bagi UMKM di Desa Cipicung melalui kolaborasi dengan BPRS.
Co-Authors Aldy Rialdy Atmadja Asyifa, Fatimah Nur Diena Rauda Ramdania Fachrur Razi Amir Gina Giftia Azmiana, Gina Giftia Kanahaya, Deswita Kartamanah, Fatih Fauzan Lutfiyati, Sofia Maisevli Harika Maylawati, Dian Sa'adillah Miraj Fuadi Muhammad Insan Al-Amin Nurahma, Siti Selvia Putri, Danis Anindita Rohmat Mulyana Sapdi Suci, Siti Nindi Wulan Sulifah, Fitrah Zulfadilla, Siti Fauziah