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All Journal EkoBis ( Ekonomi & Bisnis ) Jurnal Keperawatan Soedirman (The Soedirman Journal of Nursing) BAHASA DAN SASTRA InfoTekJar : Jurnal Nasional Informatika dan Teknologi Jaringan Edu Geography Journal of Energy, Mechanical, Material and Manufacturing Engineering Jurnal Dinamika Ekonomi dan Bisnis JURNAL MUQODDIMAH : Jurnal Ilmu Sosial, Politik dan Hummaniora Martabe : Jurnal Pengabdian Kepada Masyarakat NUSANTARA : Jurnal Ilmu Pengetahuan Sosial Jurnal Telematika Jesya (Jurnal Ekonomi dan Ekonomi Syariah) Ensiklopedia of Journal Jurnal Riset Informatika JURNAL ILMIAH HUKUM DIRGANTARA SeBaSa: Jurnal Pendidikan Bahasa dan Sastra Indonesia Edugama: Jurnal Kependidikan dan Sosial Keagamaan Jurnal Keperawatan Widya Gantari Indonesia Accounting Global Journal Jurnal Sains dan Teknologi Jurnal Tekinkom (Teknik Informasi dan Komputer) International Journal of Advances in Data and Information Systems Didaktik : Jurnal Ilmiah PGSD STKIP Subang JURNAL USM LAW REVIEW INCARE Lexeme : Journal of Linguistics and Applied Linguistics Lingua Rima: Jurnal Pendidikan Bahasa dan Sastra Indonesia Journal of Computer Networks, Architecture and High Performance Computing Jurnal Komposit : Jurnal Ilmu-Ilmu Teknik Sipil Journal of Economics and Business UBS Jurnal Sains Kebidanan Journal of English Language and Education Dynamic Management Journal Jurnal Abdimas Bina Bangsa Jurnal Pengabdian Masyarakat (ABDIRA) ADMA: Jurnal Pengabdian dan Pemberdayaan Masyarakat JURNAL ILMIAH GLOBAL EDUCATION IBLAM Law Review AJAD : Jurnal Pengabdian kepada Masyarakat COMSERVA: Jurnal Penelitian dan Pengabdian Masyarakat Jurnal Pengabdian kepada Masyarakat Politeknik Negeri Batam el-Jizya: Jurnal Ekonomi Islam Mabsya: Jurnal Manajemen Bisnis Syariah Volksgeist: Jurnal Ilmu Hukum dan Konstitusi Edumatica: Jurnal Pendidikan Matematika Journal of Learning Improvement and Lesson Study Data Sciences Indonesia (DSI) Jurnal Comparative : Ekonomi Dan Bisnis Economics and Business Journal Journal of Artificial Intelligence and Digital Business International Review of Humanities Studies Research Horizon IJLHE: International Journal of Language, Humanities, and Education Triwikrama: Jurnal Ilmu Sosial The Sociology of Islam Wealth: Journal of Islamic Banking and Finance Jurnal Info Kesehatan Edutik : Jurnal Pendidikan Teknologi Informasi dan Komunikasi Jurnal Pengabdian Masyarakat (Z-COVIS) Immortalis Journal of Interdisciplinary Studies Global Academy of Business Studies
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Development and Evaluation of Digital Image-Based Tomato Leaf Disease Classification Model Using Transfer Learning Rasyid, Muhammad; Riyadi, Sugeng; Daniel, Irwan
InfoTekJar : Jurnal Nasional Informatika dan Teknologi Jaringan Vol 10, No 1 (2025): InfoTekJar September
Publisher : Universitas Islam Sumatera Utara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30743/infotekjar.v10i1.11915

Abstract

Leaf diseases in tomato plants (Solanum lycopersicum), including Early Blight, Late Blight, and Leaf Mold, can cause substantial reductions in crop yield if not detected at an early stage. Conventional manual detection methods are constrained by limitations in speed, consistency, and accuracy, particularly under field conditions. This study proposes a tomato leaf disease classification framework leveraging a transfer learning approach, in which the Inception V3 architecture functions as a feature extractor and the Random Forest algorithm serves as the classifier. The dataset employed comprises four categories of tomato leaf images—Early Blight, Late Blight, Leaf Mold, and Healthy—which were stratified into training (80%) and testing (20%) subsets. All images were resized to 299×299 pixels, normalized, and subjected to optional data augmentation. Feature representations were extracted from the Global Average Pooling layer of Inception V3 pretrained on the ImageNet dataset and subsequently input into a Random Forest classifier with hyperparameters optimized via grid search. Experimental evaluation demonstrated that the proposed model achieved an accuracy of 94.3%, surpassing the performance of a conventional CNN (89.2%) and a Random Forest classifier without transfer learning (76.5%). The confusion matrix analysis revealed the highest classification performance for the Healthy and Late Blight categories, whereas the Leaf Mold category exhibited a higher misclassification rate due to its visual symptom similarity to Early Blight. The findings of this research indicate that a hybrid methodology combining deep learning-based feature extraction and classical machine learning algorithms is highly effective for agricultural image classification in scenarios with limited datasets. Furthermore, the proposed approach holds significant potential for integration into web- or mobile-based decision support systems, enabling rapid and accurate plant disease detection in practical agricultural settings.
Manajemen Humas dan Pemasaran Pendidikan Aprianto, Iwan; Mahdayeni, Mahdayeni; Riyadi, Sugeng; Wahyuni , Sri
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 4 No. 4 (2026): November - January
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v4i4.5285

Abstract

The education sector today faces increasingly complex and dynamic challenges driven by rapid global changes, digital technological advancements, and rising public expectations for high-quality education. Intense competition among educational institutions requires innovative and adaptive management strategies to build a positive image, strengthen public trust, and attract prospective students. In this context, public relations (PR) management and educational marketing play essential and mutually supportive roles in maintaining institutional reputation and sustainability. PR functions as a strategic connector between institutions and stakeholders through two-way communication, information transparency, media management, and crisis communication, all of which contribute to building a positive public image. Meanwhile, educational marketing focuses on identifying needs, creating value, and promoting institutional strengths such as academic achievements, facilities, and alumni success through both conventional and digital platforms. The integration of PR and marketing enables consistent, ethical, and data-driven communication strategies that translate public trust into increased student enrollment and competitive advantage. The effectiveness of these strategies is strongly influenced by external factors such as technological development and globalization, as well as internal factors including the competence of human resources. Therefore, the synergy between PR and educational marketing becomes a key strategy in improving institutional quality, reputation, competitiveness, and long-term sustainability in the rapidly evolving global education landscape.
Strategi Rekrutmen dan Seleksi Guru di Lembaga Pendidikan Islam: Pendekatan Analisis Pekerjaan dan Nilai-Nilai Islami Ansori, Ansori; Yusup, Muhammad; Riyadi, Sugeng; Ritonga, Nurhayani
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 4 No. 4 (2026): November - January
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v4i4.5377

Abstract

Job analysis is a fundamental component of human resource management, particularly in the recruitment and selection processes within Islamic educational institutions. It functions as a systematic approach to identifying and defining the duties, responsibilities, qualifications, and competencies required for specific positions, thereby ensuring alignment between institutional needs and individual capabilities. In the context of Islamic education, job analysis extends beyond technical and professional competencies to include moral integrity, spiritual commitment, and noble character as core requirements for educators. Clear and well-structured job descriptions and job specifications serve as essential instruments for attracting candidates who are not only competent in their fields but also committed to upholding Islamic values. Furthermore, the recruitment and selection process should be implemented objectively and transparently through appropriate methods such as competency-based testing, structured interviews, assessment centers, and fit and proper tests. These techniques are necessary to evaluate both professional qualifications and the suitability of candidates’ values with the vision and mission of Islamic educational institutions. In addition, the application of Islamic ethical principles—such as justice, trustworthiness, professionalism, transparency, and the rejection of nepotism—plays a crucial role in creating a fair, accountable, and credible recruitment system. Comprehensive job analysis combined with value-based selection processes is therefore strategic in producing educators who are professionally competent and morally exemplary, ultimately contributing to the enhancement of quality, integrity, and public trust in Islamic educational institutions.
Perencanaan SDM (Human Resource Planning) Riyadi, Sugeng; Firdaus, Ahmad Sofwan
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 4 No. 4 (2026): November - January
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v4i4.5859

Abstract

Human Resource Planning (HRP) plays a strategic role in ensuring the sustainability and quality of educational institutions, particularly within the context of Islamic education. This paper examines Human Resource Planning as a systematic, continuous, and future-oriented process aimed at ensuring the availability of competent, motivated, and goal-oriented human resources aligned with institutional objectives. HRP is not merely concerned with determining workforce quantity, but also emphasizes the development of human potential as a valuable organizational asset. Drawing on the perspectives of Mondy, Werther and Davis, Handoko, and Hasibuan, this study highlights HRP as an integrated activity encompassing workforce analysis, forecasting, recruitment, development, and evaluation. The discussion further elaborates on planning the future needs of teachers, educational staff, and educational leadership. Teachers are positioned as key agents of change who must possess pedagogical competence, adaptability to technological developments, and strong moral character. Educational staff are recognized as essential supporters of institutional effectiveness, requiring technical skills, professionalism, and ethical commitment. Leadership planning is emphasized as a long-term process involving succession planning, continuous leadership development, and value-based leadership, especially within Islamic educational institutions. Moreover, this paper underscores the importance of designing job descriptions and job specifications that reflect Islamic values. In Islamic education institutions, these instruments function not only as administrative guidelines but also as moral frameworks that integrate professionalism with spirituality. Through effective HRP, educational institutions can become adaptive, ethical, and sustainable.
Linguistik Terapan dalam Studi Bahasa Arab: Teori, Metodologi, dan Aplikasi Pedagogis Wiwin; Nisa, Khoirun; Mursalati 'Aini, Nancy; Riyadi, Sugeng; Susiawati, Iis
INCARE, International Journal of Educational Resources Vol. 6 No. 4 (2025): December 2025
Publisher : FKDP (Forum Komunikasi Dosen Peneliti)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59689/incare.v6i4.1297

Abstract

This article discusses the role of applied linguistics (Ilmu Lughah al-Ta?b?q?) in the study of the Arabic language, focusing on its theoretical foundations, methodologies, and pedagogical applications. The study emphasizes how applied linguistics provides tools for bridging language theory and practical teaching. By exploring approaches such as contrastive analysis, error analysis, discourse analysis, and communicative competence, this paper highlights the significance of applied linguistics in addressing real problems in Arabic teaching and learning. Methodologically, this research adopts a qualitative-descriptive approach, reviewing classical and modern perspectives to show the evolution of Arabic linguistics from a traditional grammatical orientation to contemporary communicative pedagogy. Findings reveal that applied linguistics enables educators to design curricula, teaching strategies, and assessments that are more relevant to the learners’ needs. It also underlines the importance of integrating modern technologies, corpora, and second-language acquisition theories into Arabic pedagogy. The study concludes that applied linguistics is indispensable in modernizing Arabic language education while maintaining its classical depth and cultural identity.
Analogi Morfologi, Sintaksis, dan Semantik sebagai Pilar Linguistik Arab serta Implikasinya terhadap Pedagogi Modern Wiwin; Nisa, Khoirun; 'Aini, Nancy Mursalati; Riyadi, Sugeng; Susiawati, Iis
INCARE, International Journal of Educational Resources Vol. 6 No. 4 (2025): December 2025
Publisher : FKDP (Forum Komunikasi Dosen Peneliti)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59689/incare.v6i4.1298

Abstract

This article explores the interrelation between morphology (?arf), linguistic synthesis (na?wu), and semantics (dal?lah) within the framework of Fiqh Lughah as the pillars of Arabic linguistics. Using qualitative and analytical methods, it highlights how classical Arabic linguistics provides analogies that are still relevant for modern pedagogy. Morphology is conceptualized as the organic structure of language, synthesis as its systemic architecture, and semantics as its vital energy. These analogies not only illustrate the depth of classical Arabic linguistic thought but also offer a foundation for developing integrative teaching methods in contemporary classrooms. Findings show that traditional pedagogy often focuses excessively on rote memorization of patterns without connecting them to communicative use. By integrating morphology, syntax, and semantics in a holistic manner, modern pedagogy can foster more effective and meaningful Arabic learning. This research contributes to bridging classical scholarship and 21st-century educational needs, especially in the digital era where language learning requires contextual, communicative, and technology-enhanced approaches.
The Role of Digital Evidence in Criminal Law Enforcement: Challenges of Authentication and Admissibility in Court Chamim, Mochammad; Widodo, Kusno; Riyadi, Sugeng; Achyarsyah, Padri; Faisal, Faisal
Research Horizon Vol. 5 No. 6 (2025): Research Horizon - December 2025
Publisher : LifeSciFi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54518/rh.5.6.2025.950

Abstract

Digital evidence has become a crucial element in modern criminal law enforcement in Indonesia, particularly in addressing cybercrimes such as online gambling, online fraud, and data theft. This study aims to analyze the legal standing of digital evidence, the challenges of its authentication and admissibility in court, and strategies to ensure its reliability in the judicial process. The study uses a normative juridical method with descriptive analysis through statutory and conceptual approaches, based on a study of legal regulations, court decisions, academic literature, and digital forensic guidelines. The results show that digital evidence has been legally recognized through the Criminal Procedure Code (KUHAP), the ITE Law, and Supreme Court regulations, as long as its authenticity and integrity can be proven. However, major challenges remain, including the potential for data manipulation, limited infrastructure, and a lack of competent human resources. Efforts to ensure the reliability of digital evidence include the implementation of standard forensic procedures, capacity building of law enforcement officers, cross-agency collaboration, the use of advanced technology, and strengthening an adaptive legal framework to support effective law enforcement and public trust.
The effect of financial performance targets and financial stability on financial report fraud practices with independent commissioners as moderating variables (Empirical study on companies’ sector consumer goods industry period 2018 - 2022) Suwardi, Arif Darmawan; Riyadi, Sugeng
Global Academy of Business Studies Vol. 1 No. 1 (2024): July
Publisher : Goodwood Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35912/gabs.v1i1.3575

Abstract

Purpose: This study examines the influence of setting financial performance targets and the condition of a company's financial stability on financial statement fraud practices, with the presence of an independent board of commissioners as a moderating variable. Research Methodology: A quantitative approach was applied using secondary data from 33 firms, yielding 165 observations. Panel data regression and Moderated Regression Analysis (MRA) with EViews software were used to test the hypotheses. Results: The findings show that financial performance targets and financial stability do not significantly affect financial statement fraud. The independent board of commissioners cannot moderate these relationships. However, independent commissioners have a significant negative effect, helping to reduce fraudulent practices. Conclusions: The study concludes that financial targets and stability are not decisive in fraud practices, while independent commissioners play a preventive role but not as moderating variables. Limitations: The scope is limited to consumer goods companies, profitability indicators, and the 2018–2022 period, without considering the broader external factors. Contribution: This study provides empirical evidence for corporate governance studies in Indonesia and highlights the importance of strengthening the role of independent commissioners to enhance oversight and reduce fraud risk.
Rekayasa Nilai dalam Tahap Reviu Perencanaan Konstruksi (Studi Kasus: Pelabuhan Perikanan Terintegrasi di PPN Pengembangan Bali) Riyadi, Sugeng; Priyambodo, Bambang; Naibaho, Pio Ranap Tua; Sembiring, Kristina
Jurnal Komposit: Jurnal Ilmu-ilmu Teknik Sipil Vol. 10 No. 1 (2026)
Publisher : Universitas Ibn Khaldun

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32832/komposit.v10i1.20677

Abstract

The ongoing construction of the project requires a fairly large allocation of funds, and it is necessary to reconsider whether the design used is optimal. This can be done by reviewing the project planning design so that it is possible to make cost savings by identifying and reducing unnecessary costs without reducing the level of quality, reliability and function of the project itself. Carrying out value engineering techniques, namely carrying out cost analyzes by comparing the costs per item with the details of each job from the contractor's offer to find the cheapest price up to the negotiation stage for cost savings and efficiency. The AHP (Analytic Hierarchy Process) method can be used as a solution to problems in finding decisions, and for assessment using a Likert scale questionnaire. Value engineering in the planning review by taking a case study of an ongoing project in the Pengambengan area of ​​Bali, namely the integrated fishing port project. There are 3 alternatives compared to the planning budget, namely breakdown analysis techniques (Work Breakdown Structure), cost modeling techniques (Cost modeling techniques), and Delphi techniques (Delphi Teqhnique). In value engineering, you can see the price comparison for each work item for planning reviews. The results for the final review based on value engineering RAB planning estimate Rp. 1,626,877,637,500. The stages in the AHP method analysis are determining the objective of the analysis, namely value engineering in selecting contractors, determining the analysis criteria: Cost Budget Plan, Detailed Drawings, Technical Specifications, and Implementation Time, as well as determining alternative options
Nahdlatul Ulama dan Negara Kesatuan Republik Indonesia: Landasan Ideologis, Historis, dan Keagamaan Riyadi, Sugeng; Amalia, Khikmatun
Jurnal Ilmiah Muqoddimah: Jurnal Ilmu Sosial, Politik dan Hummaniora Vol 10, No 1 (2026): Februari 2026
Publisher : Universitas Muhammadiyah Tapanuli Selatan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31604/jim.v10i1.2026.95-104

Abstract

Di tengah dinamika pemikiran keislaman dan kebangsaan serta menguatnya wacana pendirian negara Islam dan khilafah, posisi dan sikap organisasi Islam arus utama menjadi penting dalam memperkuat fondasi kehidupan berbangsa dan bernegara. Tujuan penelitian ini adalah untuk mengkaji dan menganalisis dasar pemikiran Nahdlatul Ulama (NU) dalam menerima Pancasila dan UUD 1945 sebagai dasar dan konstitusi negara melalui pendekatan studi literatur. Subjek penelitian ini adalah Nahdlatul Ulama sebagai organisasi keagamaan, sedangkan objek penelitiannya berupa pandangan, sikap, dan keputusan-keputusan resmi NU terkait negara dan pemerintahan. Penelitian ini menggunakan pendekatan kualitatif dengan jenis penelitian kepustakaan (studi literatur), di mana teknik pengumpulan data dilakukan melalui studi dokumentasi terhadap sumber primer berupa Q?n?n As?s?, AD/ART NU, keputusan Muktamar dan Munas Alim Ulama, serta hasil bahtsul mas?’il, dan sumber sekunder berupa literatur klasik dan kontemporer yang relevan. Teknik analisis data dilakukan secara kualitatif dengan pendekatan historis untuk menelusuri konteks sosial-politik lahirnya sikap NU, serta pendekatan hermeneutika dan fenomenologi untuk menafsirkan teks dan memahami makna di balik keputusan-keputusan NU. Hasil penelitian menunjukkan bahwa NU memandang negara sebagai wasilah untuk mewujudkan kemaslahatan umat, menerima Pancasila sebagai ideologi yang selaras dengan nilai-nilai Islam, serta menolak konsep khilafah dan Negara Islam Indonesia karena dinilai tidak relevan dengan realitas negara-bangsa modern.
Co-Authors 'Aini, Nancy Mursalati Abdul Rosyid Abdur Rahim, Abdur Ade Susanti Adeng Hudaya Aditya, Gebyar Cahya Afzal, Ridha Akmal, Najmuddin Al-Rosyid, Rizky Syarif Ali Fathoni Amalia, Khikmatun Andini, Prita Anggiana Rinjani, Audra ansori ansori Arief, Dharmawan Arif Rachman Putra Asep Budiman Asrin Awatif, Awatif Badaruddin Badaruddin Bahrudin Bahrudin Bakti, Ilham Teruna Bambang Priyambodo, Bambang Banac, John Paul Bongsoikrama, Justin Bratasena, I Gede Nyoman Brillianto, Ananta Giga Carkid, Carkid Chamim, Mochammad Daniel, Irwan Dewanti, Tri Mustika Dewi Leisnoor S, Dewi Leisnoor Didit Darmawan Dwi Widayanti, Esti Eni Yulianti Evan Kolef Manulang, Daniel Fadhila Muhammad Libasut Taqwa Fahmi, Faisal Faisal Faisal Fajar Triasih Firdaus, Ahmad Sofwan Fuad, Raja Nasrul Giftia, Shofa Hilwa Haetami , Ahmad Haetami, Ahmad Hamdan Hamdan Hamdan Hanissa, Nevifah Bella Hapsari, Vinandri Hardy, Syaifoel Harun, Hariwiyawan Herry Prasetyo Hilyatin, Dewi Laela Ichsan, Aulia Idamatussilmi, Idamatussilmi Iis Susiawati Ikhwanuddin Al Rosyid, Muhammad Indah Sari, Yuli Indra Raya, Lanang Islamia, Fadlia Nurul Isnandi, Yedi Isu, Mutimah Nursabilah Iwan Aprianto Khayru, Rafadi Khan Khoirun Nisa Komala, Oktia Tri Krisna Wicaksana, Muhammad Kurniawan, Ervin La Jumu, La Laela Kurniawati, Laela Lestari, Fitha Dieni Puja Lukman Hakim Mahdayeni, Mahdayeni Mahmudah, Sofia Maqom Al Manlian Ronald A. Mansur Mansur Mardani, Afdhalul Margolang, Khairul Fadhli Martunis Maskhur Dwi Saputra Mufidah, Salsabila Muhammad Fauzan Muhammad Ikhlash Muhammad Jainuri Muhammad Rasyid, Muhammad Muhammad Yusup Muhammad Zaenuddin Mujiarto, Mujiarto Mukhtar Latif Munawar, Kholil Al Mursalati 'Aini, Nancy Nanik Lestari Nasution, Iqbal Reza Nisrina, Risa Nur Syamsiah, Nur Nursida Arif Otistaviany, Heluny Padri Achyarsyah Pakpahan, Novritsar Hasitongan Pamekas, Hansyah Faisal Pardede, Doughlas Pio Ranap Tua Naibaho Pramestia , Selpia Pudjileksani, Tri Mulatsih Puji Hastuti Putri Junisya, Bania Rasiban Ratnawati, Elfrida Reza Setiawan Rijal, Ahlan Khoir Syah Rika Rosnelly, Rika Riri Zelmiyanti, Riri Ritonga, Nurhayani Rizal Aziz, Rizal Rochani Istiawan Rommy Hardyansah Sabillah, Miftah Safi'i, Imam Salam, Shoffan Abdus Samsul Arifin Sandy Mulya, Ali Sari, Yuli Indah Sembiring, Kristina Serlinika, Cipi Seroja, Dienni Ratna Setaji, Yogi Shofi, Ahmad Sigit Al Fajar, Galih Sinaga, Novendra Adisaputra Sinarti, Sinarti Siti Khoirunnisa, Siti Siti Mulidah Sohardono, Herry Sri Suci Suryawati Subandiyo Subandiyo, Subandiyo Sugino Sugino SUGITO Sukatemin, Sukatemin Sukrilah, Ulfah Agus Sulistyani, Anjar suratman Suwardi, Arif Darmawan Syufaat Teruna Bakti, Ilham Triswantoro, Fery Tuti Haryanti, Tuti Udjari, Hendrianto ulfah agus sukrillah Utama, Doni Putra Wahyuni , Sri Walin Walin Wanayumini Widhyasti, Sasti Anjana Widodo, Kusno Wijaya, Kurnia Wiwin Wulandari, Army Ardiani Wulandari, Eko Yennizar.N, Yennizar.N Yuniarso, Yudi Budi Zahra, Fathima Zahrani Alaya, Yovita