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All Journal At-Taradhi: Jurnal Studi Ekonomi YUDISIA : Jurnal Pemikiran Hukum dan Hukum Islam Al Fikra : Jurnal Ilmiah Keislaman Profetika Jurnal Ilmiah Ekonomi Islam Li Falah: Jurnal Studi Ekonomi dan Bisnis Islam Jurnal Penelitian Pendidikan IPA (JPPIPA) Muaddib : Studi Kependidikan dan Keislaman JOURNAL OF APPLIED ACCOUNTING AND TAXATION Journal of Islamic Economic Laws NISBAH: JURNAL PERBANKAN SYARIAH Jurnal At-Tarbiyat (Jurnal Pendidikan Islam) Iqtishoduna: Jurnal Ekonomi Islam Jurnal PAI Raden Fatah Journal of Islamic Monetary Economics and Finance Indonesian Journal of Islamic Education Studies (IJIES) Jurnal Pengabdian kepada Masyarakat Nusantara Al-Mazaahib: Jurnal Perbandingan Hukum Munaddhomah: Jurnal Manajemen Pendidikan Islam Invest Journal of Sharia & Economic Law Etihad: Journal of Islamic Banking and Finance AJAD : Jurnal Pengabdian kepada Masyarakat Cakrawala: Jurnal Studi Islam QiST: Journal of Quran and Tafseer Studies Proceeding ISETH (International Summit on Science, Technology, and Humanity) Prosiding University Research Colloquium Al-Istinbath: Jurnal Hukum Islam Tadris: Jurnal Pendidikan Islam Ekonomi dan Bisnis: Berkala Publikasi Gagasan Konseptual, Hasil Penelitian, Kajian, dan Terapan Teori Journal of Educational Management and Strategy Demak Universal Journal of Islam and Sharia Solo International Collaboration and Publication of Social Sciences and Humanities Equilibrium: Jurnal Ekonomi Syariah Bulletin of Social Informatics Theory and Application Multicultural Islamic Education Review IIJSE International Journal of Humanities and Social Science Studies Indonesian Journal of Islamic Education Studies (IJIES) Suhuf: International Journal of Islamic Studies Jurnal Pedagogy Journal of Research on Community Engagement Journal of Islamic Economic Laws Journal of Islamic Education Profetika: Jurnal Studi Islam Tawazun: Journal of Sharia Economic Law
Muhamad Subhi Apriantoro
Universitas Muhammadiyah Surakarta
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Engineering Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Medicine & Pharmacology Physics Social Sciences Other

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Islamic Education in Forming an Education System: Bibliometric Inquiry Vika Ayu Rahmadhani; Muhamad Wildan Shohib; Muhamad Subhi Apriantoro; Afief El Ashfahany; Azam Othman
JIE (Journal of Islamic Education) Vol. 8 No. 2 (2023): JIE: (Journal of Islamic Education) Nop
Publisher : Yayasan Letiges Konsultan Sosial

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35723/jie.v8i2.321

Abstract

This study aims to reflect on the improvement and course of research on the Islamic religious education system in publications indexed by the Scopus database. This study uses bibliometric analysis techniques to examine all Islamic education and learning publications indexed in the Scopus database from 1972 to 2023. The obtained data were analysed using Microsoft Excel and R/R Studio. Visually analyse keyword occurrence and document citation using VOSviewer. The author found 695 matching publications with specified features, topics, and criteria. The most relevant authors are those whose work is successfully published and indexed by Scopus. The author with the highest influence is indicated by the author with the highest bar, namely Majdzadeh, R., and the author with the least influence is indicated by the author with the lowest bar, such as Chamsine, C., Larijani, B., Lubis, M.A, etc. The limitation of this study is that only data sets or metadata are extracted from Scopus-indexed publications. Other national and international databases were not included in this study. This study provides an overview of the literature available to educational researchers and provides recommendations for future research.
Systematic Review of Shariah Stock Investments Globally: A Decade of Progress and Trends Analysis Sahara, Safira; Apriantoro, Muhamad Subhi; Rosyadhi, Rozi Irfan
TAWAZUN: Journal of Sharia Economic Law Vol 7, No 2 (2024): Tawazun: Journal of Sharia Economic Law
Publisher : Sharia Faculty Islamic Economic Law Study Department

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21043/tawazun.v7i2.29609

Abstract

This study aims to explore the global development of Sharia-compliant stock investment by examining renowned international journal publications. This study employs a methodical literature review approach to look for papers using the term “Islamic Stocks” utilizing the Scopus aggregator. The author reviewed 71 research publications on Islamic shares published between 2014 to 2023. Based on these findings, the diversification of Islamic stocks provides notable benefits as it considers economic groupings ranging from industrialized to emerging nations. Islamic investment principles and mood are significant factors in the dynamics of the financial market. The Islamic stock market is often less dangerous during times of extreme events. Despite the COVID-19 pandemic affecting the stability of the Sharia stock index, some stocks have demonstrated their ability to withstand changes in investor state of mind. Essentially, this literature aims to provide basic guidance for decision-makers in investing and risk management in Islamic financial markets. It covers topics such as the potential of Islamic markets, risk, exposure, and interactions with external factors.
Shari’ah Analytics of Arabic Currency Terms and Implications for Cryptocurrency Fahmi Ali Hudaefi; Muhammad Zakiy; Abdelkader Laallam; Fauzul Hanif Noor Athief; Muhamad Subhi Apriantoro
Journal of Islamic Monetary Economics and Finance Vol. 12 No. 1 (2026)
Publisher : Bank Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21098/jimf.v12i1.3328

Abstract

This study introduces Sharīʿah analytics, a novel methodological framework leveraging machine learning and big data analytics, to systematically analyze classical Islamic jurisprudential texts (furūʿ al-fiqh kitābs), and further assesses cryptocurrencies against the Islamic monetary principles. Sharīʿah analytics is done via computationally processing 55 texts across four Sunni and one Shia legal tradition, examining Arabic currency-related terms and their fundamentals to explain whether cryptocurrencies align with pre-modern juristic definitions rooted in physicality, standardization, and regional acceptance. Findings reveal that cryptocurrencies inherently diverge from classical criteria, e.g., weight-based valuation, intrinsic material purity, and communal consensus, interpreting them non-compliant with traditional Islamic currency frameworks. This approach advances Islamic monetary scholarship, offering a data-driven lens to reconcile ethical monetary principles with emerging digital economies. The study fills a gap in existing literature by systematically contextualizing cryptocurrency debates within primary juristic sources rather than relying on speculative analogies or fragmented scholarly opinions. Acknowledgment Fahmi Ali Hudaefi would like to thank Dr Haula Noor (Universitas Islam Internasional Indonesia) for introducing him to Islamicate Digital Humanities, which grounds the idea of Shariah analytics. This research received funding from the Deanship of Scientific Research, Vice Presidency for Graduate Studies and Scientific Research, King Faisal University, Saudi Arabia [KFU252890]. In addition, this research also received funding from Majelis Pendidikan Tinggi Penelitian dan Pengembangan (Diktilitbang) Muhammadiyah Risetmu Penelitian Reguler Batch IX [0259.1043/I.3/D/2025].  
Tracing The Footprints of Islamic Values Education: Bibliometric Expedition for Future Pathways Luthfi Syifa' Fauziyah; Nurul Latifatul Inayati; Muhamad Subhi Apriantoro; Afief El Ashfahany; Rozi Irfan Rosyadhi
TADRIS: Jurnal Pendidikan Islam Vol 18 No 2 (2023)
Publisher : State Islamic Institute of Madura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19105/tjpi.v18i2.10224

Abstract

The purpose of this study is to outline the trajectory and future directions of Islamic values education research as it appears in articles that the Scopus database has indexed. This study used bibliometric analysis techniques to identify all publications registered in the Scopus database on Islamic values ​​education from 1980 to 2023. The data obtained were then analyzed using Excel and either R or R-Studio. Meanwhile, to perform visual analysis related to keywords and citations simultaneously, researchers used VOSviewer. This research shows that the function, subject, and specified criteria were met by 257 papers that the author located on Scopus. In this research, the related topic has an annual growth rate of 3.56%, with the majority of articles coming out in 2020. The nation that has generated the greatest publications on the subject of teaching Islamic values is Indonesia, with Malaysia coming in second. Universiti Kebangsaan Malaysia and Universiti Malaya Malaysia are the Malaysian universities with the two highest connections, respectively. Meanwhile, the writer who is most active in researching the field of Islamic values ​​education is Nuryana, Z. The bibliometric analysis in this study was specifically taken from Scopus. This research provides a brief description of the literature that can be accessed by researchers in the field of Islamic values ​​education and can be used as a reference for relevant research in the future.
Digital Transformation and Institutional Governance in Sharia Investment Markets: A Computational Perspective on Emerging Financial Ecosystems Firmaningtyas, Renovalia Satya; Apriantoro, Muhamad Subhi
TAWAZUN: Journal of Sharia Economic Law Vol 9, No 1 (2026): Tawazun: Journal of Sharia Economic Law
Publisher : Sharia Faculty Islamic Economic Law Study Department

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21043/tawazun.v9i1.37836

Abstract

The rapid growth of the Islamic finance industry and the increasing use of digital platforms have encouraged the emergence of virtual academic events discussing Sharia investment. Webinars, online seminars, and panel discussions generate large volumes of unstructured digital data that can serve as valuable sources for understanding contemporary Sharia investment discourse. However, the utilization of such data in academic research remains limited. Therefore, this study aims to analyze the discourse on Sharia investment emerging from virtual academic events through a netnographic approach. The study employs netnography supported by text mining techniques to explore dominant themes and discussion patterns related to Sharia investment in digital environments. Data were purposively collected from six virtual academic events conducted between 2020 and 2025, involving nine Sharia investment experts from five countries. The dataset consists of 23,386 words obtained through automated speech-to-text transcription and manually verified for accuracy. The findings reveal that Sharia compliance, investment governance, business ethics, and digitalization are the dominant themes, reflecting the growing relevance of Sharia investment in the digital era.
Green Banking: A Bibliometric Analysis of Research Trends, Collaboration, and Future Opportunities Fatih Nurrochman; Muhamad Subhi Apriantoro
Etihad: Journal of Islamic Banking and Finance Vol. 5 No. 2 (2025)
Publisher : UIN Kiai Ageng Muhammad Besari Ponorogo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21154/etihad.v5i2.12400

Abstract

Introduction: This study aims to map the development, trends, and future research directions of Green Banking by analyzing all publications indexed in the Scopus database from 1933 to 2024. Research Methods:  A total of 1,252 documents were identified through a Boolean search, and after filtering for English-language journal articles, 698 documents were analyzed. Data were processed using Excel and RStudio, while visualization of keyword co-occurrence and citation networks was conducted using VOSviewer. Results: The findings reveal an annual publication growth rate of 5.2%, with a significant surge in 2022 (101 papers) and 2024 (175 papers). China emerged as the leading contributor with the highest number of publications, while Tsinghua University was the most prolific institution. Zhang B. was identified as the most productive author. Conclusion: This study provides a comprehensive overview of the evolution of Green Banking literature and can serve as a foundational reference for future research in sustainable finance.
Exploring Public Sentiments on Halal Food: A Social Network Analysis Nasya Tanasya; Muhamad Subhi Apriantoro
Proceeding ISETH (International Summit on Science, Technology, and Humanity) 2025: Proceeding ISETH (International Summit on Science, Technology, and Humanity)
Publisher : Universitas Muhammadiyah Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Purpose: This study aims to analyze public sentiment and discourse regarding halal food by utilizing social media analysis to understand how public perceptions and interest in halal food are formed and influenced. Methodology: The study employs a social media analytics approach grounded in social studies theory. Data were collected from multiple social media platforms between September 5 and September 11, 2024, using the Talkwalker Social Intelligence Platform. The analysis includes monitoring public opinion trends, thematic analysis of recurring discourse themes, and the application of Social Network Analysis (SNA) to examine interaction patterns. Results: The findings reveal significant trends in public reactions to halal food, including notable shifts in perceptions of key issues. The results highlight increasing global awareness of halal food and demonstrate the influential role of social media in shaping public opinion and disseminating halal-related information. Applications/Originality/Value: This study contributes original insights to the literature on halal studies and social research by demonstrating the effectiveness of social media analysis and SNA in capturing public sentiment. The findings provide practical implications for policymakers, halal industry stakeholders, and researchers in developing effective communication strategies and enhancing public understanding of halal food within contemporary social contexts.
A Review on Literature of Islamic Economic Indonesia: Form 2014-2024: Lesson for Practitioners and Future Directions Arsilan Nafi Hidayat; Muhamad Subhi Apriantoro
Proceeding ISETH (International Summit on Science, Technology, and Humanity) 2025: Proceeding ISETH (International Summit on Science, Technology, and Humanity)
Publisher : Universitas Muhammadiyah Surakarta

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Abstract

Purpose: This review aims to synthesize existing literature on Islamic economics in Indonesia from 2014 to 2024 by highlighting key findings, research trends, and practical implications for practitioners. It captures the dynamic development of Islamic economic thought and practice in Indonesia, particularly in areas such as Islamic finance, micro-business development, and economic policies grounded in Islamic values. Methodology: This study adopts a systematic literature review approach to collect and analyze relevant publications on Islamic economics in Indonesia during the 2014-2024 period. Relevant articles, reports, and academic documents were identified through comprehensive searches of academic databases and reputable journals using predefined inclusion criteria to ensure quality and relevance. A qualitative thematic analysis was then applied to code and categorize the literature into key themes, including Islamic finance, micro-business development, and Islamic-based economic policies, in order to identify recurring patterns, trends, and research directions. Results: The review reveals significant growth and diversification in Islamic economics research in Indonesia over the past decade. The literature shows a strong emphasis on the development of Islamic finance institutions, the role of Islamic microfinance in supporting small and micro enterprises, and the increasing integration of Islamic values into national and regional economic policies. The findings also indicate a growing alignment between academic research and practical implementation in the Islamic economic sector. Applications/Originality/Value: This review provides a comprehensive and structured overview of Islamic economics research in Indonesia, offering valuable insights for policymakers, practitioners, and scholars. Its originality lies in systematically mapping a decade of literature to identify dominant themes, practical lessons, and research gaps. The study serves as a reference for future research and supports evidence-based decision-making in the development and implementation of Islamic economic practices in Indonesia.
Global Research Trend of Islamic Banking Window: A Bibliometric Analysis Shofina Firdausi; Muhamad Subhi Apriantoro
Proceeding ISETH (International Summit on Science, Technology, and Humanity) 2025: Proceeding ISETH (International Summit on Science, Technology, and Humanity)
Publisher : Universitas Muhammadiyah Surakarta

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Abstract

Purpose: To examine the development, contribution, and intellectual structure of research on Islamic banking windows through a comprehensive bibliometric analysis of publications indexed in Scopus. Methodology: This study employs a bibliometric approach using Scopus-indexed publications related to Islamic banking windows. The analysis covers publication trends over time, leading countries, prolific authors, and affiliated institutions to map the research landscape and intellectual structure of the field. Results: The findings reveal a growing trend in publications on Islamic banking windows, with contributions concentrated in specific countries, authors, and institutions. The bibliometric mapping highlights key research themes and demonstrates the increasing role of Islamic banking windows in the global banking literature. Applications/Originality/Value: This study provides a systematic and comprehensive overview of Islamic banking windows research, offering valuable insights for academics, practitioners, and policymakers. It contributes original value by mapping the intellectual structure of the field and identifying research gaps that can inform future studies and strategic development in Islamic banking.
Public Sentiment About Waqf: Insights from Social Media Analysis with Talk Walker Leny Agustin; Muhamad Subhi Apriantoro
Proceeding ISETH (International Summit on Science, Technology, and Humanity) 2025: Proceeding ISETH (International Summit on Science, Technology, and Humanity)
Publisher : Universitas Muhammadiyah Surakarta

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Abstract

Purpose: This study aims to analyze public perceptions of waqf in Islamic finance through social media analysis, with the objective of understanding how societal interactions and demographic factors shape discourse and opinion formation regarding waqf.Methodology: The research adopts a qualitative-quantitative social media analytics approach grounded in social studies theory and prior literature. Data were collected on September 5, 2024, from multiple social media platforms using the Talkwalker Social Intelligence Platform. The analysis involved monitoring public opinion trends, conducting thematic analysis to identify recurring discourse themes, and applying Social Network Analysis (SNA) to examine interaction patterns related to waqf. Key influencing factors such as language, age, and gender were also examined. Results: The findings reveal significant trends in public reactions to waqf across social media platforms. Notable shifts in perceptions of waqf-related issues were identified, along with distinct patterns influenced by language use, age groups, and gender. The thematic analysis highlights dominant narratives and concerns surrounding waqf, providing a nuanced understanding of how social interactions shape public perceptions. Applications/Originality/Value: This study contributes original insights to the literature on Islamic finance and social studies by uncovering the complexity of societal responses to waqf in digital spaces. It demonstrates the value of integrating Social Network Analysis and social media intelligence tools, such as Talkwalker, to examine opinion dynamics and public discourse. The findings offer practical implications for policymakers, waqf institutions, and researchers in designing more effective communication and engagement strategies related to waqf.
Co-Authors Ab Rahman, Muhamad Radzuan Abdelkader Laallam Abdullah Alfikri Murtadla Abdullah Alfikri Murtadla Abu Anwar Abubakar Muhammad, Adamu Abubakar Shariff, Ikilima Adabi, Risma Tamma Adam Endra Dharma Iskandar Adamu Abubakar Muhammad Adelia Eka Nuraini Afief El Ashfahany Ahmad Hermawan Ahmad Imam Hambali Ahmad Imam Hambali Ahmad Nurrohim Ahmad Yusuf Efendi Ahmed, Shahumeel Aissyah, Shyty Nur Akbar, Hawanda Choirunnisa Al Hafidz, Muhammad Al Milla Hamidah Al Mubarok, Fahmi Ulum Al-Husnayaini, Malikah Al-Kahfi, M. Ammar Mujahidy Aldi Ihsandi Alhamdania, Cintia Syafa Alif Dhita Aprillia Haya Alifah, Dhiva Noer Alifah, Luthfi Alima, Azda Fauzia Alis, M. Naufal Ibnu Amatullah, Asda Ambarwati, Andreana Putri Amoriza Safira Aulia Putri Amrin Ananda, Widiva Febri Anggranerista, Bektiana Sungsang Anuraga, Bagas Apriliya Suryaningsih Aprillia Haya, Alif Dhita Arbi Arbi Ardila Amelia Putri Ari Anshori, Ari Ariona, Vanneza Diva Arsilan Nafi Hidayat Arvita, Rizky Firda Assyafi, Vanissa Azam Othman Azdania, Hanifa Bagas Anuraga Baginda Fida Akasa Belita Yoan Intania Carolina Lala Chusniatun Dandi Ibtihal Yafi Deast Amanda Putri Deva Mauli Diana Eis Rantika Puspa Ellianawati, Ellianawati Esty Setyo Utaminingsih Fadilla Okta Kurniawati Fahmi Ali Hudaefi Fantofik, Didy Faradilla, Safina Fatih Nurrochman Fauzan Irsyad Wibowo Fauziyah, Luthfi Syifa' Fauzul Hanif Noor Athief Firmaningtyas, Renovalia Satya Ghani, Firhan Abdillah Ghazali, Nurul Nasrin Zahirah binti Hambali, Ahmad Imam Hamzah Assuudy Lubis Handayani, Nining Setyowati Handayani, Nur Sillaturohmah Hardin La Ramba Hawanda Choirunnisa Akbar Herviana, Jalesta Hesti Widyastuti Hudaifah Hudaifah Hudaifah Hudaifah Hudaifah Humairah Minin Ikhwandy, Ikhwandy Ikhwanuddin Ikhwanuddin Ikhwanuddin Ikhwanuddin Ikilima Abubakar Shariff Inayah, Apriliana Rifatin Indah Noor Rahayuningsih Indradewa, Rhian Intan Fatkhuroh Hikmah Iqbal Kurniawan Iskandar, Adam Endra Dharma Istanto Istanto Jalesta Herviana Jessika Ria Puspitasari Jihan Husna Srifyan Jinan, Muthohharun Karimah, Zulfa Khan, Huma Khanifah, Risda Mutik Kharis Nugroho KHOIRUL ANWAR Kusumaningtyas, Fitri Nurjanah Leny Agustin Leny Agustin Lestari, Catur Sri Lumiati, Sri Luthfi Afif Murtadho Luthfi Fitria Dewi Luthfi Syifa' Fauziyah Maghfiroh, Zakiyah Laili Mahasri Shobahiya Mahening, Deseva Raras Mahi Sultan Salama Maria Ayu Puspita Maruf, Aminudin Mellinia, Rashifahunnisa' Miftah Khilmi Hidayatullah Mohammad Zakki Azani Muchammad Taufiq Affandi Mufidah Sukriyani Mufidah, Afifah Lutfi Muh Nur Rochim Maksum Muhamad Wildan Shohib Muhamat Nur Maarif Muhammad Ali Muhammad Habib Ramadhani Muhammad Muinudinillah Basri Muhammad Muinudinillah Basri, Muhammad Muinudinillah Muhammad Wildan Shohib Muhammad Zakir Husain Muhammad Zakiy Muk Andhim Mursiti, Tutik Muthoifin Mutohharun Jinan Nasya Tanasya Ninik Andriyani Nisa, Fathimah Khoirun Nur Amalia Aziza Nur Rochmah Wijayanti Nurlita, Eta Nurul Latifatul Inayati Nurul Latifatul Inayati Othman, Azam Pradana, Yoga Ferdira Wishnu Puspa , Fina Nusa Putri , Kiky Alviana Rafiq Ahmad Zaky Rahmadani, Natasya Fika Rahmadewi, Aldila Luthfiana Rahmadhani, Vika Ayu Rahmawati, Artifah Tomi Ranu Diva Kaloka Rashifahunnisa' Mellinia Rasyid, Laila Muhammad Rofif, Wahid Fairuzziyad Rofiqi, Hikari Aufa Rohimawati, Firly Aprilia Rohmah, Isna Annisa Romadhona, Azizah Rosyadhi, Rozi Irfan Rozi Irfan Rosyadhi Rozi Irfan Rosyadhi Rozi Irfan Rosyadhi Rozi Irfan Rosyadhi Rozi Irfan Rosyadi S Suratno Safina Faradilla Safna, Fadhlurrohman Fakhri Sahara , Safira Sahara, Safira Saifudin, Ikhwan Saifullah, Muhammad Fahmi Salim, Hakimmuddin Salim, Hakimuddin Salman, Nola Fibriyani Bte Salsabilla Ines Sekartaji Sarwanto Sarwanto Sasongko, Farah Adibah Septianozakia, Sendy Septya Nurul Ayu Rahmawati Setiana, Dadang Shafy Garneta Maheswari Shaifurrokhman Mahfudz Shofina Firdausi Shohabia, Mahasri Shohib, Muhamad Wildan Sholahudin, Tammam Siti Nur Asia Siti Rahmawati Soleh, Soleh Solichah, Etik Nur Sri Sumartiningsih Sukma Melati Putri Jaya Giri Suratno Suratno Sya'roni Sya'roni SYAMSUL HIDAYAT Tamami, Fauziyah Tanasya , Nasya Tanasya, Nasya Thayibah, Khamsah Ruhana Thoyib, Fachri Muhammad Tjandra, Eka Anugerah Tri Maryati Tri Maryati, Tri Triono Ali Mustofa Vika Ayu Rahmadhani Viki Saputra Rogi Makin Vivin Dwi Febrianti Widhi Indira Laksmi Widodo Widodo Widyaningrum, Nyimas Esti Wiseno, Sekar Galuh Putri Yakubu Zulaihat Muhammed Yasir Hasanridhlo Yayuli Zafran Akhmadery Arif Zahra, Afifah Nur