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Journal : ILKOMNIKA: Journal of Computer Science and Applied Informatics

Fine-Tuned BART Transfer Learning for Abstractive Summarization of Indonesian YouTube Transcripts with ROUGE Evaluation Setiawan, Diyan Nova; Faisal, Muhammad; Imamudin, Mochamad
ILKOMNIKA Vol 8 No 1 (2026): Volume 8, Number 1, April 2026
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28926/ilkomnika.v8i1.862

Abstract

Indonesian YouTube transcripts present substantial challenges for abstractive summarization because they contain informal expressions, filler words, fragmented utterances, and automatically generated caption errors. Existing Indonesian summarization studies have mostly focused on formal written texts such as news articles, while duration-aware abstractive summarization of noisy Indonesian educational video transcripts remains underexplored. This study fine-tunes a BART-based sequence-to-sequence model using a curated corpus of Indonesian YouTube transcripts from the “Kok Bisa?” educational channel. From 1,000 collected videos, 957 transcripts were successfully retrieved, and 730 transcripts passed the final filtering criteria for experimental analysis. The dataset was divided into short, medium, and long transcript categories to evaluate the effect of input duration on summarization quality. The proposed pipeline includes transcript retrieval, metadata extraction, text normalization, filler-word removal, repetition filtering, BART fine-tuning, summary generation, and ROUGE-based evaluation. The model achieved the best performance on short transcripts, with ROUGE-1 F1 = 0.621, ROUGE-2 F1 = 0.438, and ROUGE-L F1 = 0.587. Performance decreased on long transcripts, with ROUGE-1 F1 = 0.552, ROUGE-2 F1 = 0.384, and ROUGE-L F1 = 0.509, indicating that longer narratives reduce lexical and structural alignment. These findings show that fine-tuned BART is effective for short Indonesian educational transcripts but requires segmentation, semantic evaluation, and stronger baseline comparison for long-form video summarization.
Early Detection of Phishing, Disinformation, and Extreme Opinions in Digital Text Using Transformer-Based Models Wibowo, Munif; Faisal, Muhammad; Nugroho, Fresy
ILKOMNIKA Vol 8 No 1 (2026): Volume 8, Number 1, April 2026
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28926/ilkomnika.v8i1.863

Abstract

The rapid expansion of digital communication platforms has increased the circulation of phishing messages, disinformation, and extreme opinions, creating urgent challenges for cybersecurity and social stability. This study proposes a hybrid CNN–BiLSTM–Transformer framework for the early detection of harmful digital text. The model integrates convolutional feature extraction, sequential dependency learning, and self-attention mechanisms to capture local lexical patterns, contextual relations, and long-range semantic dependencies. Experimental evaluation was conducted using accuracy, precision, recall, F1-score, and ROC analysis, with CNN, LSTM, and RoBERTa used as baseline models. The proposed hybrid model achieved the highest classification accuracy of 95.0%, outperforming CNN (86.0%), LSTM (88.0%), and RoBERTa (91.0%). In addition, the model obtained 90.0% precision, 93.0% recall, and 91.5% F1-score, indicating a balanced ability to reduce false positives while maintaining strong detection sensitivity. Robustness testing further showed that the F1-score remained stable across normal, noisy, and adversarial text conditions, decreasing from 95.0% under normal conditions to 92.0% and 90.0% under noisy and adversarial settings, respectively. These findings demonstrate that the proposed hybrid Transformer-based architecture provides an effective and robust approach for supporting automated Cyber Early Warning Systems in detecting harmful digital content.
GA-Optimized Stacking Ensemble for Unified Phishing Website and Email Detection Using Multi-Domain Feature Representation Hermawan, Hendra; Faisal, Muhammad; Imamudin, Mochamad
ILKOMNIKA Vol 8 No 1 (2026): Volume 8, Number 1, April 2026
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28926/ilkomnika.v8i1.864

Abstract

Phishing remains a major cybersecurity threat because attacks increasingly combine fraudulent websites with deceptive email content. Existing detection models often focus on a single domain, such as URLs or emails, which limits their ability to capture heterogeneous phishing patterns. This study proposes a GA-optimized stacking ensemble framework for unified phishing website and email detection using multi-domain features. The framework combines URL structural attributes, email metadata, and semantic content features, while a Genetic Algorithm is used to reduce feature redundancy and select the most informative attributes. The proposed model is evaluated against baseline Random Forest, Gradient Boosting, and conventional Stacking classifiers using Accuracy, F1-score, AUC-ROC, cross-validation stability, robustness under noise, and inference latency. Experimental results show that the proposed GA-Stacking model achieves 98.1% accuracy, 97.6% F1-score, and 0.947 AUC-ROC, outperforming Random Forest, Gradient Boosting, and standard Stacking models. The model also reduces the feature set from 72 to 31 features and maintains strong robustness under simulated noise, with F1-score remaining at 92.0% under 30% perturbation. These findings indicate that evolutionary feature optimization improves the stability, efficiency, and robustness of stacking ensemble learning for multi-domain phishing detection.
Co-Authors -, Fikrie . Darniati A Halim A. Khairinisa, Miski Abdan, Muhammad Rohmad Abdul Rahman, Titik Khawa Abdus Salam Abdus Salam, Abdus Abrar, Aidil Aceng Kurniawan Achmad Afandi, Achmad Adha, Afifah Cahayani Adi Ardiansyah, Adi Adira, Adelia Afifah Alfi, Rizky Afra, Shafira Cahyaning Agung, Andi Agustami Sitorus, Agustami Agustiany Dumeva Putri, Agustiany Dumeva Ahmad Nursodiq Aidha Fatwa, Raysha Aisah Asnawi, Raden Ayu Akbar, Depy Oktapian Akbar, Ismail Akbar, Muh Ilham Akhdiat, Akhdiat Al Zuhri Alawiyah Harahap, Suci Alfarisi, Muhammad Firyal Alfharijy, Muhammad Daffa Alfi, Rizky Afifah Alfian, Danni Alhafizin, M. Ali Mandan, Ali Ali, Muhamad Zulfikar Alifah, Nyaknong Karti Alika, Denisya Ziva Alimuddin Unde, Andi Aliyah Ridhayani Aljawad, Ulil Albab Almeida, Maria Almubarok, Rafli Alsri Windra Doni Alvina Felicia Watratan Alwiyah Alwiyah Amalia Caniago, Yuyun Amanda, Dea Prisca amelia rumi, amelia Amir Pada, Amir Amirah , Nurul Amiruddin Amiruddin Amrah Amrah, Amrah Amri Amin Amrullah, Shafwan Ananda, Uci Fitri Andani, Susi Andi Arif Rifa’i Andi Tenri Kawareng Anggreani, Desi Anhar Fazri Anisah Anriani, Melisa Ansori, Reza Anwar Sulaiman Nasution Apriliani, Mely Aqila Aqila, Aqila AR, Andi Bau Inggit AR, Azhari AR, Zulkifli Ardana, Candra Hafidz Ardiansyah, Yusuf Amir Aref Vai Arief, Amelia Arif, Mohamad Arif, Muh. Zainal Arifian, Hanggara Arifin, Hasmia Melati Aristanti Widyaningsih Arjuniati, Arjuniati Arlin Maya Sari Arnetty Arnezti, Nicky Arora, Kawal Artanti, Vera As'urin, B. Asad, Muzaffar Asmarani, Asmarani Asmawati, Ari Aspa, Agus Prima Assania, Raisha Yasmin Asy’ari, Asy’ari Awwal Miftah Hidayat, Syahrul Ayu, Sri Wahyuni Ayuningtyas, Dian Az-zahra, Nabila Azhari Saputri, Widia aziizul, Aziizul Hakim Prasetyo Azis, Fauziah Rahmadani Azis, Nurafifahtul Khasanah Azizah Husin Azmi, Syahnur Fadillah Azri, Riza Nazila Azwar Azwar Baehaqi Bahar Bahar, Bahar Bahktiar, Yusnanik Bahrul Ulum Bahtiar, Abdullah Farel Baihaqi, Rachmat Gibran Bakti, Rizki Yusliana Balqis, Zia Syamsia Bambang Sulistyo Baso Didik Hikmawan Baso, Nashar A Basuki , Bayani, Bayani BIDIN, CICI RIYANTI K Bintarjo, Benny Bone, Mahfuzun Boreel, Aryanto Borel, Aryanto Budiman Sudia, Budiman Bundu, Patta Busyro, Marwan Cahyadi, Maulana Abdullah Cahyani, Vivin Octavia Cahyo Crysdian Caniago, Yuyun Amalia Cathrine, Cindi Alfiana Challen*, Auliffi Ermian Challen, Auliffi Ermian Chaniago, Anggrany Chantika, Suci Chantika5 Chatarina Umbul Wahyuni Christianity, Restia Claudy , Claudy Cut Meurah Rosnelly Damhuji, Damhuji Dami, Dami Dani, Moch Yasin Alfa Danuputri, Chyquitha Dany, Bina Era Dar Kasih Darojat, Jajat Daud Syah, Teuku David Bahrin Debora, Siska Dedy Suhendra Derry Wiliyanda Nasution Desi Maulida Dewi Susanti Dewi, Zuwidah Dewiyanto , Rino Dikananda, Fatihanursari Dinan Mitsalina Dinda Cahyani Anas Dioni Yurinda Rahmasuciana, Dioni Yurinda Dongoran, Putoro Durotun Nafisah Dwi Puryanti Dwi Utami, Elifia Dwi Wijonarko Dwi, Citra Partika Efendy, Jihan Nafisah Effendy, Amalia Ega, L Ega, L. Ega, La Elda Yusefni Elfrida Ratnawati Eriyati, Eriyati Ersya, Muhammad Prima Erviani, Erviani Erwani, Erwani Erwin Samsul Evita, Liza Fachri, Ahnaf Febriyan Fachrim Irhamna Rachman Fachrul Kurniawan Fadhil Ilhamsyah Fadhila, Andi Fadhila, Puan Fadilla, Audia Fadillah, Muhammad Fadli, Nazar Fadly, Fajar Fahmi, Yun Faidah Yusuf Faisal Ashar Fajri, Muzdalifah Farida Murti Faros Wibawa, Atthur Fatani, Muhammad Fatimah, Jannatun Fazlul, Muhammad Fazrin, Mochammad Tedy Feehily, Webryana Mendy Ferbiyanto, Arditya Ferdiansyah Ferdinandus, Stenly J Ferdinandus, Stenly J. Ferdinandus, Stenly Jacobus Firasanti, Annisa Fisa, Triansyah Fitri*, Zahratul Fitri, Fadhilah Fresy Nugroho Gani, Ariel Nian Gaol, Putriani Lumban Gianto, Fahrizal Dwi Ibnu Gunawan, Resta H. T, Emil Agusalim Habi Talib, Emil Agusalim Hadi, Jumhur Hadinda, Hadinda Hafasa, Hafasa Hafita, Yuni Hafizah Hasanah, Nurul Hagabean, Ananta Halimatus Sakdiah, Halimatus Hamdani Hamdani Hamria, Hamria Hamzah Pagarra, Hamzah Handriani, Handriani Handyani, Serly Kusnia Hani Nurhayati Haq, Dayyan Rizkyansyah Diyaul Harahap, Indra Purba Harahap, Suci Alawiyah Hardianka, Fikri Erlanda Hardyanti Hardyanti, Hardyanti Hariansyah, Muhammad Harianto, Andi Haris Fadillah Harmadi Harmadi Harto, Sumber Haryono, Iranita Hasan Hasan, Khairuddin Hasanah, Nurul Hafizah Hasbi Assiddiq S Hasbi, Hasnan Hasbir, Syahrul Hasibuan, Amirul Adli Habib Hasrul, Muh Hasyifa, Najwa Hayani, Aida Hayati Hayati Heliati Fajriah, Heliati Hema Malini, Hema Hendrawati Hamid Hendriyani, Irmatika Henni Muchtar Herman Herman Herman Herman Hermawan, Hendra Hermuttaqien, Bhakti Prima Findiga Hidayah, Maula Hidayah, Taufik Nur Hidayati, Fithri Hijria, Azma HIKMAD HAKIM Hillah, Fatta Hindarto, Kanang Setyo Hiroyuki Daimon Hotimah Husni Mubarak I Putu Eka Juliantara Iamayanti, Lina Ibrahim, Arsyik Ida Ifitri, Ika Ihsan Sabili, Lizama Ihsan, Rachmad Ikhsanti, Putri Maziya Ilham Hariaji Imelda Sari Imran . Inayatillah Inayatillah Indra Indriyanti, Niken Intan Kusumaningayu Iqbal Iqbal Ira Ivanka, Viky Irma Nurmala Dewi Irvan Irvan Irwan Budi Santoso Irwan Irwan Irwanto Irwanto Islamudin Ahmad Ismail , Verni Yuliaty Ismail, Muthmainnah Ismillah, Nisa Hamdu Istiqamah, Istiqamah ita Izarul Machdar, Izarul Izzati, Etika Shovi Nur Jamarudddin, Jamarudddin Jannah, Nour Jarnuzi Gunlazuardi Jeffry Anggara Jefi, Jefi Jenri Parlinggoman Hutasoit Jonny Jovial Pally Taran Judijanto, Loso Jumiani, Jumiani Juminten Saimin, Juminten Jumriah, Jumriah Junaidin, Junaidin Kawai, Bunga Bidadari Alexandra Natsumi Khaeruman Khairul Anwar Khairunnisa, Riska Kharisah, Kharisah Kholifah, Desiana Nur Khotimah, Nur Khoyum, Adlian Aldita Alif Aisyah Ainur Koichi Fujie Kotte, Erick Yusuf Kraugusteeliana Kraugusteeliana Kurnaesih, Uun Kurniaty, Nela Kurniawan, Vikto Kurniawati, Eva R Kurniawati, Febri Kusnia Handyani, Serly Kusuma, Afifah Nidayati Kusuma, Moh Naufal Fikrin Kusumaningtyas, Maharani Kusumawardani, Nurul Lahmi, Ahmad Laili, Ufil Hidayatul Laode Rijai Latuconsina, Zainuddin Leasiwal, Teddy C. Lestari, Dinda Lestari, Tri Mukti Lexy Janzen Sinay, Lexy Janzen Lidiya, Lidiya Lily Deviastri Lina Amelia Linda Linda Linda Salma Angreani Lindawati Lindawati Lisa Fitriani Ishak Lita Ariani Lita Sari Marita Lizma Febrina Loppies, Liliana Sonya Lubis, Laila Tussifah Lubis, M. Azhar Lubis, Silvi Puspa Widya Lubis, Winda Antika Luhur, Alfariz LUKMAN ANAS M Komarudin, M M, Anjun Nikmah Wakhidatul M, Nurfajri M. Arifuddin M. Arifuddin, M. M.Kom, Deni Maghfirah, Nurul Maghfirah, Rizkiana Mahfuzi, Ahya Mahidin Mahidin Mahmud, Azkiya Mahmudah, Faisa Nirbita Mahmuddin Mahmuddin Mahyuni, Risdah Mairizal, T. Malika Azizatul FItri M, Siti Mamat, Rizalman Bin Mani , La Mardhiyah Nadir, Mardhiyah Mardiah, Ros Marfah, Ananda Marisa, Siti Nurkhafifah Marlinda Marlinda Maryam Hasan Masruchin, Febby Rahmatullah Masruri Masruri Masruri Masruri Matruty, Dinatonia Jovery Maulidin, Aula Maulina, Putri Mauludiah, Hilwah Mauludiah, Siska Farizah Mawaridi, Bima Hamdani Mayasafitri, Rina Mayasari, Eny Ma’alia, Ayu Ma’ruf, Syaiful Meisyara, Syahnaz Melani Adinda, Selvia Meliyana Meliyana, Meliyana Merry Merry Miftahul Jannah MIFTAHUL JANNAH Mila, Cici Misdi, Misdi Mitra, Fitria Mitra, ⁠Fitria Mochamad Imamudin Mochammad Imron Awalludin Moerfiah, . Mohammad Ibnu Saud Mohd Roslan Mohd Nor Mualifah, Mualifah Muamar Kadafi, Muamar Muda, Mona Arif Mufidah, Mufidah Mufidatuzzainiya, Agustina Muhammad Amin Bakri Muhammad Faisal Muhammad Farid Muhammad Fatani Muhammad Irfan Muhammad Jailani Muhammad Nizar MUHAMMAD SAID Muhammad Yusuf Muhibbah, Nur Muhtadi, Muhamad Ammar Muhtadin Muhtadin Muhtadin Muhyiddin A.M Hayat Mulia, Ahmad Perwira Muliani Muliani, Muliani MULYADI Mulyati Mulyati Munadhifah, Indah Mus, Nurul Muhlisa Muspida, Muspida Mutaqin, Raihan Muthmainnah Muthmainnah Mutiara Zahra, Andien Mutiara, Zahra Muzana, Syarifah Rahmiza N, Alfina Nurrahma Nampira, Ardi Azhar Nanang Endriatno Nanang Qosim Nanang Zakaria Nandana, Prana Wijaya Pratama Napitupulu, Alwi Muchtar Nasir Usman Nasruddin Nasruddin Nasution, Nazwa Nuha Nasution, Yuliani Natasya, Putri Navayana, Muhammad Arief Nian Gani, Ariel Nike NILA PRATIWI, NILA Ningsih, Dwi Putri Nirmala, Muthia Prima Nisa, Syalwa Khairun Nofrizal Nofrizal Nofrizal, Edi Noor, Tajuddin Novia Novia Noviana, Fina Noviasty, Reny Novrindah Alvi Hasanah Nugraha, Edwin Setiawan Nugroho, Randhy Nur Alam Nur Azizah Nur Fadhilah, Azizah Nur Hidayah Nur Rahman, Ahmad Nur Rohman Nuraeni, Nenden Nurafiat, Nurafiat Nuraini, Oktavianisa Nurasiah Nurasiah Nurdin, Putriyana Nurfadhylah, Eky Yuliana Nurfadilah Nurfadilah Nurfadillah Nurfahasdi, Meutia Nurhalizah, Shafa Aristia Nuristiqomah, Riska Claudia NurJannah, Fadyah Nurlia, Vera Nurlita , Desi Nurmaini Ginting Nurnawaty, Nurnawaty Nurrizkiana, Rika NURSELA HIJRIANI Nurul Afiah Nurul Fajri Chikmawati Nurul Huda Nurussakinah, Nurussakinah Padeli Padeli Pahrijal, Rival Palupi, Dian Pamaungkas, Septi Yuliana Pangaribuan, Roni Yunus Panggabean , Alimatusakdia Pawennai, Mulyati Pelangi, Kartika Candra Phonna, Niea Zahara Prakasa, Aji Bagas Prakasa, Darmansjah Tjahja Prastyo, Doni Pratama, Alfandy Pratama, Muhammad Nabil Priambodo, Oktanindita Priantini, Tania Prihatmono, Medy Wisnu Priyono Priyono Purnama, Deffa Purnawati, Purnawati Purwaningsih, Dini Purwaningtias, Deasy Purwanti, Rani Putra Suwandi, Rizky Putra, Anggy Putra, Dony Darmawan Putra, Dwika Putra, M. Faisal Perdana Putri Andini, Putri Putri, Helmy Dianty Putri, Nabila Qaaf, M. Al Fath Rachmayantie, Arlika Puteri Raden Mohamad Herdian Bhakti Rafsanai, Ade Rifkah Rahayu, Silda Adi RAHAYU, WIDYA Rahim, Reynaldi Aulia Rahma, Nur Izzaty Rahmadani, Gema Rahmady, Windy Rahmah Fadhilah, Penny Rahman, Fahrim I. Rahman, Hardianto Rahmaniar Rahmaniar, Rahmaniar Rahmatullah, Muhammad Imam Rahmawati Patta, Rahmawati Rahmawati, Cut Rahmayanti Fitriah Rajabani, Mesya Kahla Ramadhan, Zamsyah Dwi Hushaini Ramadhani Ramadhani Ramdhani, Lisda Ramli, Ichwana Rastiawaty Rastiawaty Rasyida, Wan Ridha Ratih Wirapuspita Wisnuwardani Raudah, Siti Qira’atu Nur Rayza, Muhammad Addif Razak Alfianto, Muhammad Regar, Erfendi Reni Juliani, Reni Restia Christianty Reswari, Rianti Ardana Rezekilah, Rezekilah Rezki, Muhammad Rezkyansyah Dhiyaul Haq, Dayyan Ridha Rasyida, Wan Ridhotulloh, Yusuf Isro Rifai, Andi Tenri Famauri Rifansyah, Muhammad Rika Ampuh Hadiguna Rika Rahayu RIKI RIKI, RIKI Rima Anggraini, Rima Rina Juwita Rinaldi Basrida, Ardhy Rinaldi, M Rijal Rini Meiyanti Risdiansyah, Deni Riswan, Muh. Riza Agustiani, Riza Rochdianingrum, Widhi Ariestianti Rofi'i, Muhammad Roni Hidayat Rosalina, Maria Ruki Ambar Arum Rusman, Arman Rusmanto, Rusmanto Rustiana, Deden S. Kuba, Muhammad Syafaat S.Kuba, Muhammad Syafaat Sabila, Moza Hanu Safitri, Novi Angga Safitri, Yenni Safriana Safriana Saharuddin Sahbani, Evita Andriani Sahi, Muhammad Salam, Rosdiah Salman Shabbir, Muhammad Salman, Rabia Salsabela Salsabila, Julia Salsabila, Naila Samsul Arifin Sanusi Sanusi Saputra, Muhammad Akbar Saputri, Andini Saputri, Widia Azhari Saputro, Janu Ilham Saragi, Indah Revita Saragih, Novi Yanti Sari, Karmila Ratna Sarmadan Pohan Sarmila, Sarmila Satrio Wicaksono Sediyawan, Fauzi Selvi Marcellia Sembiring, Rinawati Sembiring, Robi Arianta Serli, Serli Setiawan, Diyan Nova setyowati, Kurnia Dwi SH, Hendra Shahih, Alauddin Shakhr, Al Fawwaz Silalahi, Agree Manganju Evannels Simamora, Amraina Simatupang, Nurantika Sinaga, Fuja Adinda Sinay, Lexy J. Singh, Dally Raj Siregar, Vita Olivia Sisi Hendriani Siswanto, Romi Siti Aisyah Siti Maesaroh Siti Marlina, Siti Situmorang, Rika Rahmawati Slamet Riyadi Sobirin Sobirin Soemarwanto, Dadoes Souhoka, Semuel Srihandayani, Susy Subroto, Eka Mira Novita Sufri, Rahmat Suhardi, Syahrul Suhardjono Suhardjono Suharmanto Sukanti, Eka Sumandito, Aji Sumardi Efendi Suparningtyas, Juniza Firdha Supriadi . Suryadhitia, Rachmat Suryadithia, Rachmat Suryani Sahabuddin, Erma Sutan Siregar Syafa, Mona Kahirida Syafi’i, Muhammad Syafi’i, Muhammad Syafrizal Syafrizal Syah, Syahrul Syahputri, Nidy Syahri, Chaidir Syahruddin Hattab Syam, Irmawati Syam, Muhammad Taufik Syam, Shofiana Syam, Wahdinah Syamsuddin, Afdhal fatawuri Syamsul Alam, Syamsul Syamsuri, Andi Makbul Syaputri, Aida Rizky Syarifuddin Syarifuddin Syarifuddin, Nuryani Syarvina Syarvina Syaukani, R. Candra Ahmad Syaukani Syawaluddin, Ahmad Syukur, Mursalin Abd. Tabrani ZA TAIBA, ANDI MAWADDA TAIBA MAWADDA Tambunan, Fadlan Sarifuddin Tanjung, Alhilalwi Anwar Taufiqulhakim, Adnan Muhammad Tehuayo, Erlinda Teuku Rizky Noviandy Thamrin, Musdalifa Titin Wahyuni Totok Chamidy Tri Annisa, Intan Triastinurmiatiningsih, . TRIATMAJA, FACHTURAHMAN Trie Rahmi Gettari Triswidodo Trisidodo Trisya Septiana Tulasmiyanti, Novia Tupan, Johan M. Tutu, Acan Ula, Khoiruna Rohmatul Umi Nurhayati, Umi Umlati, Dandi Ummah, Faridatul Ummu Radiyah, Ummu Urnika Mudhifatul Jannah, Urnika Mudhifatul Usman Pagalay Usman, Hikmawati Utami, Elifia Dwi Utami, Wiranti Sri Veithzal Rivai Zainal Vinni Lovita Wahira Wahyu Setyaningrum wahyuni wahyuni Wardana, Thobi Yoga Wasil, Mohammad Wasil Wenno, Meiske Wibowo, Firmansyah Rekso Wibowo, Imam Wibowo, Munif Widodo, Ageng Ary widodo, Rahmat Widodo, Tris Widya Karmila Sari Achmad Widyastuty, Wiwiek Wijaya, Dodik Pranata Windi Zamrudy Wiranti Sri Utami Wisnu Khawirian WISNU PRABOWO Wulandari , Dinda Riris wulandary, ayu Yani, Heri Yasdin, Ewi Yazila, Syukran Yenti, Aflinda Yoichi Atsuta Yuli Fitriana Yumarni, Ani Yunarti, Rika Tri Yuni Krisyuningsih Krisnandi, Yuni Krisyuningsih Yunifa Miftachul Arif Yusnadi, Yusnadi Yusriadi Yusriadi Yusrizal Yusrizal Yusuf Akbar, Ilham Yusuf Iskandar Yusuf, Glen Andre Yuwono, Natanael Dirgantara Putra Zachary, Nabilla Vastusya Zahara, Rahmi Zahra, Atika Zain, Anwar Zainul Fanani, Zainul Zalikha, Zahraa Zardi, Muhammad Zega, Agnes Yofita Zeitira , Zahra Zhafira, Nayla Endhita Zilrahmi, Zilrahmi Zulfah Zulfah Zulfikri Zulkifli Abdurrahman Usman ⁠Julhadi, ⁠Julhadi