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and Information Technology) Widya Cipta : Jurnal Sekretari dan Manajemen Jurnal Sinar Manajemen AL-IDARAH: JURNAL KEPENDIDIKAN ISLAM Jurnal Wiyata : Penelitian Sains dan Kesehatan Li Falah: Jurnal Studi Ekonomi dan Bisnis Islam Arabiyatuna : Jurnal Bahasa Arab Jurnal Akuntansi dan Ekonomika J-EBIS (Jurnal Ekonomi dan Bisnis Islam) JURNAL PENDIDIKAN GLASSER Al-Urban: Jurnal Ekonomi Syariah dan Filantropi Islam Jurnal Pemberdayaan Masyarakat: Media Pemikiran dan Dakwah Pembangunan Jurnal Noken: Ilmu-Ilmu Sosial JURNAL MUQODDIMAH : Jurnal Ilmu Sosial, Politik dan Hummaniora Jurnal Rekayasa Material, Manufaktur & Energi RELE: Rekayasa Elektrikal dan Energi Jurnal Teknik Elektro PROCESSOR Jurnal Ilmiah Sistem Informasi, Teknologi Informasi dan Sistem Komputer Pendas : Jurnah Ilmiah Pendidikan Dasar JCES (Journal of Character Education Society) Jurnal Ipteks Akuntansi Bagi Masyarakat Jurnal Informasi Kesehatan Indonesia (JIKI) Misykat al-Anwar Jurnal Kajian Islam dan Masyarakat Al Qalam: Jurnal Ilmiah Keagamaan dan Kemasyarakatan ILKOM Jurnal Ilmiah SEIKO : Journal of Management & Business NUSANTARA : Jurnal Ilmu Pengetahuan Sosial JURNAL PENDIDIKAN TAMBUSAI Jurnal Ilmiah Media Sisfo Jurnal Ilmiah Ilmu Sosial IKRA-ITH ABDIMAS Sainmatika: Jurnal Ilmiah Matematika dan Ilmu Pengetahuan Alam An Nabighoh Jurnal Pendidikan dan Pembelajaran Bahasa Arab Al-Amwal YUME : Journal of Management Jurnal Mandiri Wave: Jurnal Ilmiah Teknologi Maritim Jurnal Teknik Jurnal Ilmiah Mandala Education (JIME) JISIP: Jurnal Ilmu Sosial dan Pendidikan JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) International Journal of Islamic Business and Economics (IJIBEC) Jurnal Riset Pendidikan Kimia (JRPK) Journal Of Management Science (JMAS) Al Mahara: Jurnal Pendidikan Bahasa Arab Jurnal Onoma: Pendidikan, Bahasa, dan Sastra Jurnal Menara Ekonomi : Penelitian dan Kajian Ilmiah Bidang Ekonomi Jurnal Pakarena Cakrawala Pedagogik RISTEK : Jurnal Riset, Inovasi, dan Teknologi Kabupaten 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dan Pembelajarannya) EduInovasi: Journal of Basic Educational Studies Jurnal Sistem Informasi Akuntansi Jurnal Pengabdian Kepada Masyarakat Jurnal Ekonomi Edu Cendikia: Jurnal Ilmiah Kependidikan JURNAL ILMIAH GLOBAL EDUCATION Al-Mu'awanah Journal of Science Nusantara KARYA: Jurnal Pengabdian Kepada Masyarakat AKM: Aksi Kepada Masyarakat Tanwir Arabiyyah: Arabic as Foreign Language Journal Sosietas: Jurnal Pendidikan Sosiologi Journal of Education Research Jurnal Sistem Informasi Universitas Dinamika TRANSFORMASI : JURNAL PENGABDIAN PADA MASYARAKAT RISTEK: Jurnal Riset, Inovasi dan Teknologi Kabupaten Batang Jurnal Puan Indonesia East Asian Journal of Multidisciplinary Research (EAJMR) Jurnal Pengabdian Pada Masyarakat Indonesia (JPPMI) Pedagogy : Jurnal Pendidikan Matematika Neo Politea : Jurnal Ilmiah Administrasi Negara Arcitech: Journal of Computer Science and Artificial Intelligence Asian Journal of Community Services (AJCS) Journal of Language, Literature, and Arts (JoLLA) 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Transformer-Based Multi-Class Intrusion Detection Using CICIoMT2024 Dataset for Secure IoMT Networks Winanto, Eko Arip; Sharipuddin, Sharipuddin; Purnama, Benni; Nurhadi, Nurhadi; Afuan, Lasmedi
Jurnal Teknik Informatika (Jutif) Vol. 7 No. 3 (2026): JUTIF Volume 7, Number 3, June 2026
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2026.7.3.5512

Abstract

Internet of Medical Things (IoMT) ecosystems significantly enhance healthcare services but simultaneously expand the attack surface, exposing medical networks to diverse cyber threats such as distributed denial-of-service and spoofing attacks. Existing intrusion detection systems for IoMT are often limited to binary classification and struggle to capture complex multi-class attack behaviors, particularly under highly imbalanced data distributions. This study proposes a deep Transformer-based intrusion detection model as a reproducible baseline for multi-class intrusion detection in IoMT environments. The model is evaluated on the CICIoMT2024 dataset, which comprises 19 traffic classes including benign and multiple attack categories. Data preprocessing involves stratified data splitting, feature normalization, and label encoding to ensure fair evaluation. The proposed baseline employs a six-layer Transformer encoder with eight attention heads and is trained using the AdamW optimizer. Experimental results demonstrate an overall accuracy of 98.76% and a macro F1-score of 0.92, indicating strong detection capability across most attack classes. The model achieves excellent performance on benign traffic and high-volume attacks such as DDoS and DoS, while performance degradation is observed on minority classes, including ARP spoofing, highlighting the impact of class imbalance. These findings establish the proposed Transformer model as a transparent and robust baseline for IoMT intrusion detection research. By providing reproducible performance benchmarks, this work supports future development of hybrid and imbalance-aware detection mechanisms aimed at enhancing real-time security in medical cyber-physical systems.
Prediction of Indonesian Banking Stock Prices Using a Hybrid LSTM and XGBoost Model with Optuna Based Hyperparameter Optimization Admaja, Admaja; Kurniabudi, Kurniabudi; Nurhadi, Nurhadi
Jurnal Teknik Informatika (Jutif) Vol. 7 No. 3 (2026): JUTIF Volume 7, Number 3, June 2026
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2026.7.3.5715

Abstract

Stock price prediction is a critical task in investment decision-making, particularly in highly volatile financial markets such as the Indonesian banking sector. While Long Short-Term Memory (LSTM) networks are effective in modeling temporal dependencies, they often fail to capture nonlinear residual patterns in financial time-series data, and their performance is highly sensitive to hyperparameter selection. To address these limitations, this study proposes a residual learning–based hybrid LSTM–XGBoost framework optimized using Optuna for predicting stock prices of major Indonesian banking stocks, namely BBCA, BBNI, BBRI, and BMRI. LSTM is employed as the base learner to model log-return sequences, while XGBoost is used to learn nonlinear residual structures from LSTM predictions. Latent embeddings extracted from the LSTM are further refined using Principal Component Analysis (PCA) to reduce redundancy and improve generalization. Hyperparameters of the LSTM, PCA, XGBoost, and calibration components are jointly optimized using Optuna with a Tree-structured Parzen Estimator (TPE) strategy. Experimental results demonstrate that the Optuna-optimized hybrid model consistently outperforms the baseline hybrid model across all datasets, achieving lower Mean Absolute Percentage Error (MAPE) values of 1.196% for BBCA, 1.67% for BBNI, 1.53% for BBRI, and 1.70% for BMRI. Additional stability analyses confirm that the proposed framework delivers stable and reliable predictions on unseen data. These findings provide a scalable hybrid forecasting framework that contributes to the development of intelligent financial decision-support systems and demonstrates the effectiveness of adaptive hybrid deep learning optimization techniques in real-world time-series prediction problems within the field of informatics.
Karakteristik Sosial Budaya dan Solidaritas Warga Rusunawa Begalon I, Surakarta: Socio-Cultural Characteristics and Solidarity of Residents in Rusunawa Begalon I, Surakarta Raditya, Yopi Putra; Astutik, Dwi; Nurhadi, Nurhadi
Jurnal Sosiologi Agama Indonesia (JSAI) Vol. 4 No. 2 (2023)
Publisher : Program Studi Sosiologi Agama Fakultas Ushuluddin dan Filsafat, Universitas Islam Negeri Ar-Raniry, Banda Aceh, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22373/jsai.v4i2.2877

Abstract

The social and cultural characteristics of residents in Rusunawa are influenced by changes in social and economic conditions. This research aims to identify the factors causing differences and similarities in the social and cultural characteristics of the residents in Rusunawa Begalon I, Surakarta, while exploring various aspects of their social and cultural characteristics. This study adopts a qualitative approach, specifically a descriptive case study design. Emile Durkheim's theory of Social Solidarity serves as the fundamental analysis framework. The research findings indicate that the solidarity among the residents of Rusunawa Begalon I is of a mechanical nature. The distinguishing feature of the residents is their high sense of familial bond and spirit of mutual cooperation, which are not commonly found elsewhere. The interwoven solidarity among them encapsulates unique social and cultural characteristics not found in other locations. This solidarity is triggered by their longstanding cohabitation and shared backgrounds. AbstrakKarakteristik sosial budaya warga Rusunawa dipengaruhi oleh perubahan kondisi sosial dan ekonomi. Penelitian ini bertujuan untuk mengidentifikasi faktor-faktor penyebab perbedaan dan persamaan dalam karakteristik sosial budaya warga Rusunawa Begalon I di Surakarta, serta menggali berbagai aspek karakteristik sosial budaya yang dimiliki oleh warga Rusunawa Begalon I. Penelitian ini menggunakan pendekatan kualitatif dengan jenis penelitian studi kasus yang bersifat deskriptif. Teori Solidaritas Sosial karya Emile Durkheim menjadi dasar analisis dalam penelitian ini. Hasil penelitian menunjukkan bahwa solidaritas antar warga Rusunawa Begalon I bersifat mekanik. Warga Rusunawa Begalon I memiliki ciri khas yang tidak ditemukan di tempat lain, yakni tingginya rasa kekeluargaan dan semangat gotong royong. Solidaritas yang terjalin di antara mereka mengandung karakteristik sosial budaya yang unik, tidak ada di tempat lain. Solidaritas ini dipicu oleh lamanya mereka hidup bersama dan latar belakang yang serupa.
LIVING HADITH IN CONTEMPORARY ACEH: Spiritual Experience and Collective Identity in the Rateb Seuribe Tradition Al-Musyarraf, Muhammad Syifa; Nurhadi, Nurhadi
RIWAYAH Vol 12, No 1 (2026): Riwayah : Jurnal Studi Hadis
Publisher : Ilmu Hadis, Fakultas Ushuluddin, Universitas Islam Negeri (UIN) Sunan Kudus

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21043/riwayah.v12i1.35678

Abstract

This study investigates the practice of prophetic traditions concerning dhikr within the Rateb Seuribe tradition in Aceh as an expression of living hadith, emphasizing how hadith are interpreted, embodied, and transmitted through lived religious practices rather than remaining merely textual doctrines. Using a qualitative phenomenological approach, data were gathered through in-depth interviews with five informants, participant observation, and textual analysis of relevant hadith, and subsequently analyzed to uncover the essential meanings of participants’ experiences. The findings indicate that Rateb Seuribe functions as both a spiritual and social medium. Spiritually, participants associate emotional tranquility, sincerity in worship, and a perceived closeness to God with prophetic teachings on gatherings of remembrance, while socially, the collective recitation promotes solidarity, egalitarian interaction, and communal cohesion that extend beyond ritual settings into everyday cooperation and religious engagement. These experiences demonstrate how scriptural narratives shape religious consciousness and collective identity. Accordingly, the study concludes that Rateb Seuribe represents an embodied form of living hadith, illustrating the dynamic interaction between prophetic tradition, local culture, and collective spirituality in contemporary Acehnese society. Academically, this research contributes to the growing field of living hadith studies by offering a phenomenological perspective on the experiential dimensions of dhikr practices and by highlighting how local ritual traditions serve as spaces where prophetic teachings are continuously negotiated, internalized, and reproduced within the socio-cultural context of Aceh. Penelitian ini mengkaji praktik tradisi kenabian mengenai dhikr dalam tradisi Rateb Seuribe di Aceh sebagai bentuk living hadith, dengan menekankan bagaimana hadis ditafsirkan, diwujudkan, dan ditransmisikan melalui praktik keagamaan yang dijalani, bukan sekadar sebagai doktrin tekstual. Dengan menggunakan pendekatan fenomenologi kualitatif, data dikumpulkan melalui wawancara mendalam terhadap lima informan, observasi partisipatif, dan analisis tekstual terhadap hadis-hadis yang relevan, kemudian dianalisis untuk mengungkap makna esensial dari pengalaman para partisipan. Temuan penelitian menunjukkan bahwa Rateb Seuribe berfungsi sebagai medium spiritual sekaligus sosial. Secara spiritual, para partisipan mengaitkan ketenangan batin, keikhlasan dalam beribadah, dan kedekatan yang dirasakan dengan Tuhan dengan ajaran Nabi tentang majelis zikir, sedangkan secara sosial, pembacaan dhikr secara kolektif mendorong solidaritas, interaksi yang egaliter, dan kohesi komunitas yang melampaui konteks ritual hingga tercermin dalam kerja sama sehari-hari dan keterlibatan keagamaan. Pengalaman-pengalaman tersebut menunjukkan bagaimana narasi-narasi skriptural membentuk kesadaran keagamaan dan identitas kolektif. Dengan demikian, penelitian ini menyimpulkan bahwa Rateb Seuribe merupakan bentuk perwujudan living hadith yang memperlihatkan interaksi dinamis antara tradisi kenabian, budaya lokal, dan spiritualitas kolektif dalam masyarakat Aceh kontemporer. Secara akademik, penelitian ini berkontribusi terhadap perkembangan kajian living hadis dengan menawarkan perspektif fenomenologis mengenai dimensi pengalaman dalam praktik dhikr serta menegaskan bahwa tradisi ritual lokal merupakan ruang di mana ajaran-ajaran Nabi terus dinegosiasikan, diinternalisasikan, dan direproduksi dalam konteks sosial-budaya masyarakat Aceh.
Development of Leaflet Media in Arabic Learning for Second Grade at MTs Al Falaah Pandak Bantul: Pengembangan Media Leaflet dalam Pembelajaran Bahasa Arab pada Siswa Kelas VIII di MTs Al Falaah Pandak Bantul Nurhadi, Nurhadi; Hamdan Hadi Purnomo
al Mahāra: Jurnal Pendidikan Bahasa Arab Vol. 9 No. 1 (2023)
Publisher : Jurusan Pendidikan Bahasa Arab UIN Sunan Kalijaga

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14421/almahara.2023.091-10

Abstract

Abstract The lack of usage of Arabic learning media at MTs Al Falaah Pandak is the background for this study. Therefore, this study aims to develop Leaflet learning media, determine the feasibility of Leaflet media, the practicality of Leaflet, and the effectiveness Leaflet media in learning Arabic for second grade at MTs Al Falaah Pandak Bantul. The type of this study is Research and Development using Borg & Gall development model adapted and developed by Sugiono. The development model consists of potentials and problems, information gathering, product design, design validation, design revision, prooduct trial, product revision, and usage trial or field trial. Validation was carried out by media expert and material expert. The trial usage of product was carried out on 27 students, second grade of MTs Al Falaah Pandak Bantul. The Instrument used in collecting data consisted of feasibility testing instrument in form of expert validation sheets on instructional media, practically testing instrument in the form of students’ response questionnaire, and effectiveness testing instrument in the form of student learning achievement test. Referring to feasibility trial data, the revised learning media is in the proper criteria. This is based on the assessment of material expert with a total score percentage of 94,5% and the assessment of media expert with a total score percentage of 92%. Meanwhile, the assessment of the level of practicality of learning media developed got the practical criteria with a percentage of total average test score of 90%. Then, the assessment of student learning outcome, it showed an average score of 84,81%, the number of students who completed the learning process was 24 people or 89% and 3 people or 11% of students was uncompleted.  
Tafsit Tematik Pendidikan Tentang Kelemahan dalam Diri Manusia Nurhadi, Nurhadi
MASALIQ Vol 2 No 4 (2022): MASALIQ: Jurnal Pendidikan dan Sains
Publisher : Lembaga Yasin AlSys

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (754.376 KB) | DOI: 10.58578/masaliq.v2i4.478

Abstract

Allah swt sent down the Qur'an to be read with full appreciation (Tadabbur), believe in its truth and try to practice it. Al-Qur'an is the source of Islamic teachings related to the totality of human life. The search for the meaning of the scriptures is reflected in various studies, both textually and contextually and even in the form of a synthesis of an academic discipline. Regarding the verse about human weakness, it is found in the suras al-Ma'arij, al-Rum and Yasin. The thematic interpretations are as follows: 1). Al-Ma'arij's interpretation (70): 19-27: Humans are very weak compared to the power of Allah swt, because: (1). Man was created to be grouchy and miserly; (2). Except for those who pray and istiqomah; (3). Also people who like to give sodaqah to beggars and the poor; (4). And those who believe in the reward of good in heaven and evil with the punishment of hell; (5). There are three cures for complaining and miserly diseases: First, maintaining consistency in performing prayers; Second, willing and willing to donate wealth to people in need; Third, believe in and believe in the day of vengeance. 2). Al-Rum (30): 54: As creatures created by Allah swt we should as servants always be grateful and always remember that we will not live forever (eternal) because eternal life is life in the hereafter. 3). Yasin (36): 77: This noble verse in it mentions the doubts of those who deny the resurrection and the answer. Those who deny the resurrection and doubt it. Then Allah changed his situation little by little so that he became a strong figure.
Pengembangan Bahan Ajar Tulisan Arab-Melayu Risdiawati, Dian; Siswanto, Wahyudi; Nurhadi, Nurhadi
Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan Vol. 1, No. 6
Publisher : citeus

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

Abstract

The purpose of this research and development is to produce a teaching material of Arab-Melayu inscription for Indonesian literature students with expediently and effectively content, presentation, language, and display. This research use Team of Research Central of Educational SPolicy and Innovation’s research and development method. The result is a book and the tittle is Membuka Jendela Ilmu Pengetahuan Arab-Melayu.The trial results from matter expert obtained 90,7%, the result of the trial from studies design expert obtained 89,9%, the trial results from teacher obtained 80,6%, and student’s tes results obtained 92,8%. It’s mean that the product can be implemented. The results of effectively trial that show 70% students has high ability. So, the product can be effective for studies.
Wujud Kesantunan Tindak Direktif Guru Taman Kanak-Kanak Ulfah, Anisa; Nurhadi, Nurhadi; Hasanah, Muakibatul
Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan Vol. 1, No. 6
Publisher : citeus

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Abstract

The aim of this study is to describe the act of politeness directive form of Kindergarten’s teacher in studies interaction. This study use a qualitative research. While, the type of language research to study of sociopragmatics. The result shown that politeness language of Kindergarten’s teacher to extend directive act for students formed by (a) using diction, (b) using sentence, (c) using songs, and (d) using gestures. The diction which shows the politness is greeting words, passive verb di-, and tag ya. The sentence used is imperative sentences, introgative sentences, and declarative sentences.
Bahan Ajar Menulis Naskah Drama Bermuatan Nilai Toleransi untuk Siswa Kelas VIII SMP/MTS Hayati, Isnaini Indra Nur; Nurhadi, Nurhadi; Zahro, Azizatuz
Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan Vol. 6, No. 9
Publisher : citeus

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

Abstract

This developmental research of teaching materials for writing drama scripts which contain tolerance values was constructed based on the students’ need in writing drama scripts. The purpose of this research is to apply the values of tolerance in their daily life in writing drama scripts. This research uses the method of Borg and Gall which is modified into seven stages. Expert tests were carried out on tolerance material experts, teaching media development experts, and practitioners. In the expert test, it was found that the presentation feasibility score was 85%, the graphic feasibility was 83%, the language feasibility was 83%, and the tolerance value aspect was 90%. Based on these results, it can be concluded that teaching materials for writing drama scripts which contain tolerance values are very feasible and can be implemented for the students.
Bahan Ajar Teks Eksposisi Berbasis Kearifan Lokal Wahyudi, Syaiful Arif; Nurhadi, Nurhadi; Pratiwi, Yuni
Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan Vol. 3, No. 11
Publisher : citeus

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Abstract

Teaching materials are an important part of the learning process. Teaching materials developed in this research and development are teaching materials in the form of textbooks. The textbooks developed serve as reference material or supplement the main textbooks used in the learning process. The research was aimed to produce exposition text teaching materials based on local wisdom that meet the requirements of (1) valid, (2) systematic, (3) communicative, and (4) interesting. In research and development, expert validation is done to find out the validity of teaching materials. Based on data analysis from the validation of experts, practitioners and students it can be concluded that this teaching material is valid and ready to be implemented.
Co-Authors - Martutik A Zaenurrosyid Abanat, Frida Abdul Munip Abdul Rahman Abdurrahman, M. Akyas Abidin, Dodo Zaenal Abyan Mahesa Kakananta Achmad Walid Achmad Widodo Adinda Catur Rachmawati Adivia Putri, Rezananda Oktaviani Adjiji, Fatma Admaja, Admaja Adnan, Muhd Adrin Bin Adyk Marga Raharja afrianis, neti Afrilya, Nur’Aida Afrizal Nehemia Toscany Ag. Eko Susetyo Agung Setiyawan, Agung Agus Alamsyah Agustian Agustian Agustina Sartika Yos Ekaristi Manik Agustinus Eko Susetyo Ahmad Fahrudin Ahmad Jahrudin, Ahmad Ahmad Zakky Almahi Aidil Trianadi, Duta Aini, Hidayati Aini, Virli Nur Aji, Supa Kusuma Akbar, Hafidl Maulana Akbar, Prima Soultoni Al Basyari, M. Mahbub Al Husna, Lathifah Al-Musyarraf, Muhammad Syifa Albadri, Aldhi Alfarisi, Usman Aliadi, Aliadi Alkatiri, Thoriq Munir Amalia, Dian Risky Amania, Fiki Amiluddin Amiluddin, Amiluddin Andi Hidayat, Andi Andi Warisno Andika Pratama Anggraeni, Ermi Anindhita, Az Zahra Anindhita, Ines Anisa Ulfah, Anisa Anisah Fifi Nurfajariyah Anisah, Ajeng Mega Anita Febriani Annika Maizeli Ansari Ansari Anwar Efendi Anwar, Mohammad Shohibul Aprilia, Rizky Ardila, Ninda Mulya Ike Ardyansyah Ardyansyah Arum, Dewi Puspa Asmaji, Asmaji Assidik, Faqih Astusi, Fina Andika Frida aswad, fatqul hajar Aulia Rahman Aulia Rahman Ayu Srisasmita Azhar Taufik Aziis, Fauziah An Nisadiena Azizah Mahary Azizah Nuraini Azizatuz Zahro Azzahra, Amanda Nur BAGAS NARENDRA PARAHITA Baharuddin Ali, Baharuddin Bahruddin , Uril Bakri Muhammad Bakheet Barkah, Barkah Bella Artamevia, Fifi Beniati Lestyarini Berlianda, Achmad Daffa Biankum Dianono, Yustitisia Bimantara, Muhammad Raihan Bisono, Eva Firdayanti Budiarti, Atik Catur Cahyadi, Devi Chandra Wiharya Dadi Satria Dalimunthe, Mawardi Danang Purwanto Danial Hilmi Darmo, Adityo Noor Setyo Hadi Dedi Supriadi Delia Indrawati Destiana, Indah Dewi Aliece Tya, Cintya Dewi Retna Wulan Dewi, Gustianti Dewiyani, A.A.I Citra Dian Risdiawati Didik Nur Huda Dila Sakinah Dina Dina, Dina Dinda Dwi Anggraeni Dirgantoro, Grafisa Ayu Djatola, Hariyanto R Dodi Sandra Dwi Astutik Dyani, Nurmalya Ayu Efendi, Erizon Effiyaldi, Effiyaldi Eka Dewi, Kartika Purnama Ekaningtias, Dyah Ekasari, Silvia Rahmi Elfena, Lisa Elisawati, Elisawati Elmasari, Yandria Elok Rahmawati Epodius, Gabriel Alexander Erliana, Leni Ermawati Arief Esti Dwi Pujianingsih Esti Swatika Sari Evitasari, Rista EWING RUDITA ARINI Fachruddin Fachruddin Fachry Abda El Rahman Fahmadellia Eviesta Saraswati Faisol Faisol Faiz, Fajar Ridho Fatan Fakhrurazi, Fakhrurazi Farida, Nike Nur Fatkhur Rohman Fatmakartika, Rini Fauziah, Nining Fauziah, Rihanatul Febriansyah Febriansyah Febriyanti Angelia Ginting Fenansa, Sinatrya Reyhan Firdaus, Nurman Firmansyah Fitri, Kurnia Aidila Fitria Ramadhani Fitriana Fransiska, Adelia Galih Pudyastuti, Septina Gazali, Agus Umar Ghossani, Irsalina Qurrota Gigih Caesar Wahyu P Gunarto, Danang H, Hirma Hadi Asnal, Hadi Hakim, Abdul Aziz Hakim, Masrul Hakim, Muhammad Helmi Hamdan Hadi Purnomo Handoko, Wahyu Dwi Hanifah Marwa Alfafa Haniifaa, Haniifaa Hardyansah, Hangga Eko Hariyono, Saharul Hartono Hartono Hawani, Nora Fauziah Hayati, Isnaini Indra Nur Hendri Hendri Heri Heri, Heri Herru Santosa Budiono Hidayat, Adil Hidayat, Andra Dwitama Hidayaturrosyidah, Ummi Hoki Apriyenson Huda, Dimas Nur Amirul Hunen, Ahmad Husti, Ilyas Ibrahim, Faisal Mahmoud Adam Ibrahim, Mikhail Claudio Idham Kholid Ifan Prihandi Ikeu Kania Ilma Fadilah Ilma, Zidni Imam Suyitno Imam Zulkhairi Imbenai, Gibson Samuel Indah Susilowati Ira Rahayu Irawan Irawan Irawan, Effendy Isnan, Faisal Isroni, Isroni Issiyah, Iis Isti Istiqomah, Intan Nur Jasmar, Jasmar Jasmir, Jasmir Jayanti, Krisnita Jesus, Isac da Costa de Johni Paul Karolus Pasaribu Julien Marlitha, Natalia Jumriati, Jumriati Kafaa, Kafa Abdallah Kafi, Fina Aunul Kalsum Muhamad Yusuf Lasubu Khabibillah, Khabibillah Khambali, Khambali Khuluqi, Ahmad Machbubil Krisna Rendi Awalludin Krisnita Dwi Jayanti, Krisnita Dwi Kumala, Siti Ayu Kuncoro, Andreas M Kuncoro, Ryke Zain Yumna Kurniabudi, Kurniabudi Kusmarwanti Kusmarwanti Kusmiran, Kusmiran Kusubakti Andajani Kusuma, Ramadhan Alim Laeli, Binti Nurul Laila Yumna Laksono, Aryo David Lalita Meilina Rahman Langkau, Mifta Huljannah Lasmedi Afuan Latif, Akhmad Abdul Lestari, Dwi Ari Lestari, Riski Ayu Lestarjo, Agustinus Lestarjo, Agustinus Nugroho Pudji Liestyasari, Siany Indria Listiana , Erna Listiyono, Listiyono Lubis, Abdul Hadi Luthfiasari, Alif M. Haviz Maghfiroh, Rodiatul Maghfirotika, Azaaima Maharani, Intan Maharani, Sesanti Mahliga Fitriansyah Mahmudah Mahmudah Makrina Tindangen Maksudin . Manurung, Reyaldi Panorangan Marbun, Widya Kezia Caroline Marhamah, Zahrawati Marlina MARSETYO MARSETYO Martanto Martosupono Martawati, Mira Esculenta Maryani Maryani Maslakhatu Nurul Ummah Masruroh MASRUROH Masyhuri Masyhuri Mawaidi, Mawaidi Mayeni, Mayeni Mei Anjar Kumalasari Meirani Rahayu Rukmanda Meylia Vivi Putri Miswadi Miswadi Miswan Miswan Mitrin, Abdullah Moh. Buny Andaru Bahy Mohd Fauzan Mohd Rinaldi Amartha Monasari, Ratna Muakibatul Hasanah Mubarok Ramadhan, Syaehu Muhammad Alfan Muhammad Fahmi Amrullah, Muhammad Fahmi Muhammad Fitri, Muhammad Muhammad Jafar Shodiq Muhammad Luthfi Muhammad Noviansyah Aridito Muhammad Rifqi Azhary Muhammad Rivai muhammad rizky, muhammad Muhammad Zaki Muhibin, Moh. 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Suratno, Eddy Suriono, Hadi Suroso Suroso Suryana, Hendy Suryandari, Putri Indra Susanto, Surya Susilo, Alissa Azizah Herman Sutaman, Sutaman Sutra Sutra, Sutra Swedana, I Nyoman Syafutra Siregar, Riadi Syahputra, Reyhan Muhammad Syahrani, Ananda Rizkiah Syahrir, Syamsul Syalhafiz, Muhammad Thariq SYAMSUDAR, BANGBANG Syamsul Bahri Syamsul Ma’arif Syamsul Syamsul Syukur, Agus Tambunan, Syafrida Br Tampubolon, Angel Debora Taufik, Ikhwan Tazaka, Muhammad Agisni Khoiruman Teguh Sutanto Titik Harsiati Titik Rosnani Tony Wijaya Toti Laksana Bhirawa Tri Yuni Hendrowati Triasyoga, Videlia Suryaning Trisma Jaya Saputra Trisnawati, Nurmasari Tyas, Reni Trianing Ulfa Niswatul Umar Umar Umi Machmudah Ummah Karimah, Ummah Ummah, Maslakhatu Nurul Umunaela, Umunaela Utama, Alfandy Alif Utami, Farhana Atmayani Vertika Penggayuh Vicky M. 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