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Arif Setiawan

Universitas Muria Kudus

Author-ID : 376776

Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Transportation Other

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Implementation of the K-Nearest Neighbor (KNN) Algorithm in Handwritten Digit Pattern Recognition Using the Zoning Method Asmaraloka, Afilda Maharani; Nisa, Kharisatun; Hermansyah, Muhammad Ardi; Saputra, Fikri Hamdhan Dwi; Setiawan, Arif
Jurnal Ilmiah Sistem Informasi Vol. 4 No. 2 (2025): Mei : Jurnal Ilmiah Sistem Informasi
Publisher : LPPM Universitas Sains dan Teknologi Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/kf6s5f56

Handwritten digit recognition is one of the key challenges in the field of digital image processing and artificial intelligence, with significant potential in various applications such as automatic form input systems, handwritten data correction, and attendance systems based on handwriting. This study aims to develop a web-based information system capable of automatically recognizing handwritten digits using the K-Nearest Neighbors (KNN) classification method. The system is designed through several main stages, including image preprocessing (conversion to grayscale, thresholding, and image size normalization), feature extraction using the zoning technique, and classification using the KNN algorithm. This research utilizes the MNIST dataset, which contains thousands of handwritten digit images ranging from 0 to 9. The system is developed using the Google Colab platform, supported by Python libraries such as OpenCV, NumPy, and Scikit-learn. Test results show that the system can achieve an accuracy of over 90% at certain K values, indicating that the KNN method is quite effective and efficient in recognizing handwritten digit patterns. This system is expected to be applicable for various digitization needs of handwritten numbers in education, administration, and information technology sectors

KNN-Based Handwritten Digit Classification with Accuracy Analysis and Visualization Maulana, Muhammad Rizky; Nugroho, Adiv Prasetyo; Adinata, Ferdyan Candra; Haidar, Nova Briyan; Setiawan, Arif
Jurnal Ilmiah Sistem Informasi Vol. 4 No. 2 (2025): Mei : Jurnal Ilmiah Sistem Informasi
Publisher : LPPM Universitas Sains dan Teknologi Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/776j7727

The rapid advancement of information technology has had a significant impact in various fields, particularly in pattern recognition and image processing. One of the ongoing challenges is accurately recognizing handwritten digits, which plays a crucial role in document digitization, automated form reading, and other intelligent systems. This study aims to implement and evaluate the K-Nearest Neighbors (KNN) algorithm, a simple yet effective classification technique, in recognizing handwritten digit images. The data used comes from the public dataset load_digits from Scikit-learn, which contains 1,797 grayscale images of handwritten digits sized 8x8 pixels. Each image is represented as a 64-dimensional feature vector. The dataset is split into training and testing data with an 80:20 ratio, and the model is trained using KNN with k=3. The experimental results show a classification accuracy of 96.94%, with minimal prediction errors that typically occur in digits with similar visual shapes, such as 5 and 9. This study demonstrates that KNN, despite its simplicity, can provide high accuracy in handwritten digit recognition when supported by proper preprocessing and parameter selection. The implications of this research highlight the potential for developing intelligent applications in education, data entry automation, and identity verification.

PROFIL ARTIKEL GURU SD MUHAMMADIYAH 8 DAU DALAM PELATIHAN DAN PENDAMPINGAN PENULISAN ARTIKEL ILMIAH Setiawan, Arif; Mujianto, Gigit; Tinus, Agus
Community Development Journal : Jurnal Pengabdian Masyarakat Vol. 4 No. 6 (2023): Volume 4 Nomor 6 Tahun 2023
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/cdj.v4i6.24431

Salah satu kompetensi yang harus dimiliki oleh seorang guru adalah kompetensi profesional. Kompetensi profesional meliputi (1) kompetensi dalam menyelenggarakan pembelajaran dan (2) kompetensi dalam menulis artikel ilmiah, baik dari hasil kegiatan Penelitian Tindakan Kelas (PTK) dan laporan kegiatan Lesson Study (LS). Namun realitanya masih banyak guru yang masih mengalami kesulitan dalam menulis, utamanya dalam menulis karya ilmiah. Salah satunya dialami oleh guru Sekolah Dasar Muhammadiyah 8 Dau di Kabupaten Malang. Sebagian besar guru di SD Muhammadiyah 8 Dau masih belum mampu melakukan penulisan artikel ilmiah. Metode pelaksanaan dalam kegiatan pengabdian ini adalah pelatihan dan pendampingan yang meliputi enam kegiatan, (1) berbagi permasalahan dengan Pimpinan Sekolah/Kepala Sekolah dan guru, (2) ekspositori konsep dari permasalahan, (3) pelatihan penulisan artikel ilmiah, (4) pendampingan proses penulisan artikel ilmiah, (5) evaluasi kegiatan pelatihan dan pendampingan penulisan artikel ilmiah, dan (6) kegiatan publikasi artikel ilmiah di jurnal SAINTIFIK milik Majelis Dikdasmen Pimpinan Daerah Muhammadiyah (PDM) Kabupaten Malang. Hasil kegiatan pelatihan dan pendampingan penulisan artikel ilmiah adalah sebanyak 18 artikel ilmiah. Dari 18 artikel ilmiah, 6 artikel ilmiah telah menggambarkan artikel ilmiah hasil penelitian, sedangkan 12 artikel ilmiah lainnya masih belum menggambarkan artikel ilmiah hasil penelitian, namun lebih mirip dengan artikel hasil pemikiran. Berdasarkan penilaian Tim pengabdian, kegiatan pelatihan dan pendampingan penulisan artikel ilmiah yang dilakukan di SD Muhammadiyah 8 Dau telah memberikan manfaat. Hal ini didasarkan pada respon yang disampaikan oleh 15 orang guru yang menjadi peserta kegiatan pelatihan dan pendampingan penulisan artikel ilmiah.

Classification of Aquatic Species in Cultivation Ponds via Image Processing and Machine Learning Setiawan, Arif; Wahyu Wibowo, Angga; Setiaji, Pratomo; Agus Triyanto, Wiwit; Arifin, Muhammad
International Journal of Artificial Intelligence and Science Vol. 2 No. 1 (2025): March
Publisher : Asosiasi Doktor Sistem Informasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63158/IJAIS.v2.i1.9

Fish cultivation is a vital economic activity for coastal communities, yet traditional farming methods often face challenges such as environmental instability, feeding inefficiencies, and water pollution. Effective monitoring of underwater environments is essential to improve fish quality and farming efficiency. A crucial part of this process is the accurate classification of fish and non-fish objects. This study proposes a method for underwater classification using morphometric feature extraction and machine learning techniques. The research process involves six main steps: (1) preparation of Region of Interest (ROI) detection data, (2) extraction of morphometric features—length (L) and width (W), (3) feature computation, (4) data partitioning for training and testing, (5) classification using Support Vector Machine (SVM), Random Forest (RF), and K-Nearest Neighbor (KNN), and (6) evaluation using a confusion matrix. Among all models tested, the Random Forest algorithm yielded the highest accuracy at 93%, with classification results showing True Positive = 349, False Positive = 28, True Negative = 223, and False Negative = 0. The findings highlight RF’s potential for enhancing automated fish monitoring in smart aquaculture systems.

IMPLEMENTASI CASE BASED REASONING UNTUK DIAGNOSA KERUSAKAN KOMPUTER BERBASIS WEB PADA PT HERO SUPERMARKET TBK Endang; Setiawan, Arif
Jurnal Informatika SIMANTIK Vol 4 No 1 (2019): Jurnal Informatika SIMANTIK
Publisher : Fakultas Sains dan Teknologi Universitas Panca Sakti Bekasi

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

Penalaran Berbasis Kasus (Case Based Reasoning) merupakan suatu metode penalaran dengan sistem kerja utamanya menggunakan ukuran kemiripan. Ide dasar dari sistem ini adalah bahwa setiap masalah yang sama dimungkinkan memiliki solusi yang sama pula. Tujuan penelitian ini adalah menerapkan dan menguji seberapa akurat metode Teorema Bayesian dalam mengidentifikasi kasus kerusakan komputer dalam sistem penalaran berbasis kasus. Proses penalaran berbasis kasus (Case Based Reasoning) terdiri dari 4 tahapan yaitu retrieve artinya pencarian dan pencocokan kasus, reuse artinya menggunakan kembali informasi dan pengetahuan kasus, revise artinya meninjau kembali solusi kasus serta retain artinya menyimpan pengalaman kasus baru dalam basis kasus sistem. Sistem dalam penelitian ini dibangun menggunakan metode Teorema Bayesian, pemodelan Unified Modeling Language (UML) dan bahasa pemrograman PHP dengan MySQL sebagai pengatur database sistem

Designing e-learning for Mobile Application Development Course using Learning Experience Design (LXD) method Rendratama, Wahyu Adhi; Setiawan, Arif
JURNAL DIMENSI PENDIDIKAN DAN PEMBELAJARAN Vol 13: Special Issue No. 1 (2025)
Publisher : Universitas Muhammadiyah Ponorogo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24269/dpp.v13iSI1.11591

ICT has experienced rapid development and has had a very influential and significant impact on various fields and aspects of life, including in the world of education. One application of this technology is through the use of e-learning to support the teaching and learning process. Many educational institutions, both schools and universities, have utilized e-learning, especially during the pandemic which requires activities to be carried out at home. Although most teaching and learning activities and processes are now carried out face-to-face, the e-learning platform is still applied for activities such as exams and other learning activities. WordPress is one of the LMS platforms or open-source learning management systems that can be accessed at no cost, with features that have been provided and prepared that can be adjusted according to what the user needs. The varied model can only be used after being filled with various data from application user information to existing class divisions and subjects. Furthermore, primary data is collected, and the data needs to be processed first so that it matches the system format before it can be entered into the WordPress platform.

Critical reading research and its implications for critical reading skills for Indonesian language teachers: A systematic literature review Setiawan, Arif; Hang, Nguyen Thi Thu; Fauzan, Fauzan; Derana, Ganes Tegar
BAHASTRA Vol. 43 No. 2 (2023): BAHASTRA
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26555/bs.v43i2.500

The abundance of information sources is the result of rapid technological advances. Rapid technological advances must be balanced with reading skills, one of which is critical reading skills used to filter information sources. This systematic literature review aims to compare the findings of research articles published by the Science and Technology Index (SINTA). The keyword used to find articles in the SINTA database is "critical reading." The search results found 78 articles, then 23 articles were selected that met the criteria for analysis. The reporting items selected for the systematic literature review and meta-analysis were the inclusion and exclusion models. In the last ten years, the number of publications dominated in 2016 with six articles. The types of research used by researchers in reviewing critical reading skills are R & D, quantitative, qualitative, and CAR. The research subjects used by the researchers consisted of class X high school students, class VII junior high school students, class VIII junior high school students, fifth-grade elementary school students, and junior high school teachers. The publication and citation structure reveals that, out of 23 articles, they have been cited 114 times, with the 2016 publication having the most citations, a total of 46 times. Writers who have a track record of publications covering critical reading skills are (1) Nuria Reny Hariyati, (2) Hespi Septiana, and (3) Endah Tri Priyatni, all three of whom have a publication track record of 10 articles. The writing institutions are divided into two institutions, namely schools (13%) and colleges (87%), and the collaboration of writers shows a number that is quite far apart, where 14 authors collaborate and nine single authors. There are eight ideas for reflection by Indonesian teachers in teaching critical reading skills.

The utilization of the TE-LA application to improve report text writing skills for grade viii students of Muhammadiyah Junior High School Malang Setiawan, Arif; Hiu, Ho Ngoc; Hima, Anindha Nidhomil; Fauzan, Fauzan
BAHASTRA Vol. 44 No. 2 (2024): BAHASTRA
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26555/bs.v44i2.1014

Writing report texts in Indonesian learning is an interesting object of study to be researched. This is due to the lack of students' knowledge about how to write report texts, so they need an application that can help and make it easier for students to write report texts. This study aims to evaluate the effectiveness of the TE-LA application as a learning medium in improving report text writing skills for grade VIII students of Muhammadiyah Malang Junior High School. This study uses a descriptive percentage method. The population and sample in this study are grade VIII students of SMP Muhammadiyah 6 Dau Malang, SMP Muhammadiyah 4 Singosari, SMP Muhammadiyah 10 Turen, and SMP Muhammadiyah 1 Malang. A total of 40 students from the four Junior High Schools (SMP) were used as research samples, which were taken using a simple random sampling technique.The data collection technique uses interviews and questionnaires. The data analysis technique used is descriptive analysis. The results of the study show that the questionnaire that has been distributed has received a good response with a percentage of 70% which is in the good category and the existence of the TE-LA Application (Report Text) can also play a role as a learning medium that can provide benefits for students. The results of this research can make an important contribution to the development of technology-based learning media, especially the TE-LA application as a tool for writing skills.

The use of directive speech transfer patterns as an implementation of teacher interaction styles in Indonesian language learning Mujianto, Gigit; Setiawan, Arif; Melati, Inka Krisma; Oo, Cherry Zin
BAHASTRA Vol. 45 No. 2 (2025): BAHASTRA
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26555/bs.v45i2.1584

The application of the teacher's interaction style by arranging speech with directive speech is a superior ability in Indonesian language learning. This is because teachers are required to implement Indonesian learning that can develop critical, creative, communicative, and collaborative characters in students. Therefore, this study aims to describe speech switching through how to take over the turn of speech and provide a turn of speech with directive speech as a form of applying the teacher's interaction style in Indonesian learning to increase students' active participation in developing critical, creative, communicative, and collaborative skills. The approach used in this study is the classroom discourse approach. This class discourse approach directs analysis on data obtained from formal and planned conversation interactions (plan discourse). The focus of this conversation interaction lies with the teacher, as the determinant of the topic of conversation. The three main things appear in this Indonesian learning research in the form of: (1) students give honest responses to learning stimulants provided by teachers, (2) students submit more opinions on the information conveyed by the teacher or on the opinions submitted by other students, provide more information, (3) students make their own learning conclusions in their own language and way, Both individually and in groups, (4) students make optimal use of their activities, respond to learning stimuli provided by teachers, (5) students who ask questions, both to teachers and to other students, and (6) students make their own assessments of the results of their work.

Penerapan Sistem Billing Management Berbasis PPPoE Untuk Manajemen Pelanggan Internet Pada PT Sistem Interkoneksi Data Hasany, Iddi Octavian; Setiawan, Arif
Jurnal Pengabdian Masyarakat Bhinneka Vol. 4 No. 2 (2025): Bulan November
Publisher : Bhinneka Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58266/jpmb.v4i2.780

Pengabdian masyarakat ini bertujuan membantu PT Sistem Interkoneksi Data mengembangkan dan menerapkan Billing Management System berbasis PPPoE (Point to Point Protocol over Ethernet) sebagai solusi manajemen pelanggan internet; latar belakangnya, proses pencatatan pelanggan, autentikasi pengguna, dan pengelolaan tagihan masih manual sehingga menimbulkan keterlambatan, kesalahan pencatatan, dan kesulitan monitoring. Metode meliputi analisis kebutuhan, perancangan basis data pelanggan, implementasi autentikasi PPPoE pada router MikroTik, serta integrasi dengan modul billing untuk pencatatan pembayaran, penetapan status aktif/nonaktif, dan pelaporan penggunaan; sistem dilengkapi fitur suspend/unsuspend otomatis berbasis status pembayaran dan dashboard monitoring guna mendukung pengambilan keputusan. Penerapan sistem menunjukkan peningkatan efisiensi operasional, khususnya pada keakuratan data, kecepatan verifikasi tagihan, dan pengendalian akses layanan internet, sehingga layanan PT Sistem Interkoneksi Data kepada pelanggan RTRWNet/ISP menjadi lebih transparan, terukur, dan profesional.

Co-Authors - Supriyono Abda’u, Muhammad Fishal Putra Abdillah, Hasri Abdul Muid Abdurrosyid Abdurrosyid Adi Nugroho Adi Purnomo Adi Saputra, Diyas Aditya Adinata, Ferdyan Candra Aditya, Azka Bima Adnan Faris Naufal Afif, Faisal Agus Pujianto Aisyi, Valerian Hakas Riha’ Aji, Galih Lastiko Akhror, Ubaidillah Alfiyani, Lina Almahdy, Muhammad Albi Amalia Safitri Ambarsari, Ika Sartika Amini, Aisyah Andalas, Eggy Fajar Andika Dwi Nurliansyah Andrian, Nawang Alan Andry Akhiruyanto Andy Prasetyo Utomo Aninda Nidhommil Hima Anshari, Erwin Anshori, Ammar Miftahudin Apridiansyah, Yovi Ardani Ardani Arif Prasetyo Wibowo Arif Pristianto Arrohman, Muhammad Rizki Arti Prihatini asmaraloka, afilda maharani Avanti Vera Risti Pramudyani Aziz, Zainul Azzahra, Nabila Azzahro, Fatimah Bagus Deva Pratama, Mohammad Bayu Pratama, Bayu Bima Putra Pradata, Aria cahyono, didik Candra, Adiska Rani Ditya Catri, Indra Catur Edi Widodo Daroe Iswatiningsih Deavisca, Kenza Viorel Dedi Haryanto DENI SETIAWAN Deniyatno Derana, Ganes Tegar Devi Afriyantari Puspa Putri Dewangga, Mahendra Wahyu Diah Priyawati Diana Laily Fithri Diantari, Febri Rizki Dimas Yoga Ardyansyah Dwi Ernawati DWI RAHMAWATI Dwi Yuwono Puji Sugiharto, Dwi Yuwono Puji Dwiyanto Djoko Pranowo Dyah Sawitri Edy Purwanto Eko Darmanto Elen Inderasari Endang Eni Kamal Eny Pemilu Kusparlina Eri Barlian Erna Herawati, Erna Faizah, Ishmah Nur Fajar Nugraha Fajariyansyah, Arif Farras, Adilah Fathon, Ulil Fauzan . Febriansyah, Ilham Arif Felix, Igor Ferdiansyah, Kharis Firda, Fathiyyatu Assa'diy Fitri, Anida Azkia Ghofar, Muhammad Abyyu Gigit Mujianto Giova, Giova H Hadiyanto Haidar, Nova Briyan Hang, Nguyen Thi Thu Hardika Dwi Hermawan Hari Asri, Hazqan Haried Novriando Harsono Hartono, Rudi Haryeni Hasan, Cahulul Rizaldy Hasany, Iddi Octavian Heldi Hermansyah, Muhammad Ardi Hermawan Hermawan Hikhmah, Fitria Nurul Hima, Anindha Nidhomil Hiu, Ho Ngoc Hutapea, Ricardo O. M. Ijlal, Muhammad Yusuf Luthfi Ilham, Ilham Jaya Kusuma Dwi Syahputra Imam Taufiqurrahman Imbo, Yuldi Christiani Indang Dewata Indriani Zabrina Putri Ipang Setiawan Irawan, Yosan Ananda Irfanuddin, Muhammad Fikri Irma Nirmala Irsan Tricahyadinata Islamy, Yans Fithratul Izzatul Arifah Jelibseda Jepri, Jumadi Julfiyatun, Rossa Kamaludin, Ahmad Karlina, Nelly Kartika Senjarini Karyanto, Muhammad Dhaffa Kharisma, Rendra Khoiroh, Zahro Istitho'atul Khoirul Anwar, Mohammad Kurniawan, Moh Adi Kurniawan, Rizky Dwi KUSNAN Lamma, Luis H Maharani, Vanessa Mahendra, Mahir Mahfuzhi, AR Walad Mardhiati, Retno Maryanti, Herdina Maulana, Mokhammad Irvan Maulana, Muhammad Rizky Mazala Istiqoma, Binta Melati, Inka Krisma MUCHAMMAD FAIZIN Muhammad Arifin Muhammad Fajri Muhammad Rendy Mujiati, Dwi Sinta Mulyana, Deny Murtadha, Naji Ammaruddin Musaffak Musaffak Musaffak Muslikha Ningrum, Rini Nanda Putra, Wafig Nasuka Nasuka, Nasuka Naufal, Adnan Faris Netrawati, Netrawati Nila Nugraha Ningrum Nisa, Kharisatun Nita Wijayanti, Ni Putu Noor Latifah Nugraheni, Imma Redha Nugroho, Adiv Prasetyo Nurjamal, Nurjamal Nurul Fatimah Oktavia, Elfitri Oo, Cherry Zin Pambudi, Satrio Paray Theo Lonando Pinaldin, Ahmed Fisqiya Pramudya Kurnia Prastyo, Andik Pratama, Satria Adi Pratomo Setiaji Priyanto Priyanto Priyanto Purwanto, Ari Joko Purwati Anggraini, Purwati Putra Abda’u, Muhammad Fishal Putra Janaz Alfinalis Putri , Nuristiqomah Dwi Putri Kurnia Handayani Putri, Nourma Fatmala Putri, Widya Kaharani Qoiriningrum, Adde Putri Qolbia Salamah, Naurag Qolbia, Naurah QULUB, ALFI RIFQI R Rhoedy Setiawan Rahmadani Siregar, Dewi Rahmah, Anindita Hasniati Rahman, Chirza Rahmatika, Alifia Ayu Rahmawati, Amelia Raka Purnama, Bramasetya Rendratama, Wahyu Adhi Rio Saputro, Herdian Rizki Adhisa, Ryan Rizki, Winahyu Pandu Rohmah, Arini Nur Rosyada, Mila Rosyid, Fadhila Achmadi Rufaida, Asy Syifaur Roisah Ryan Rizki Adhisa Safitri, Dyah Nurul Safrida Ika Febrianti Safriyanti, Mia Saghita Pratama, Rivan salamah salamah Salisa, Sabina Es Samsudin, Syafri Sapulete, Jance J Saputra, Fikri Hamdhan Dwi Sari, Ananda Mutiara Sartono Joko Santosa Saskia Aila Virda Sattya Arimurti Saumanuk, Ismael Setiawan, Faris Apri Shabrina Ramadhani, Nur Sholva, Yus Siswadi Siti Ifa Septiana Sobihin, Sobihin Soedjatmiko Soedjatmiko Sonny, Michael Sri Narni, Nani Sri Wahyu Basuki Sriyono Subali Subali Sudeka, Muzhadan Suhendrinal Sukmariantika, Alldila Zuneasili Sulistyani, S Supriyono Supriyono Supriyono Supriyono Surya Amalia, Pinkan Surya, Pinkan Suryapranatha, Dicky Susatyo Handoko Susi Herawati Sutoyo Sutoyo Syafaat, Mokhamad Syafiul Muzid Syifau, Yuni Tafta Mahendra, Alfianas Shofi Tama, Ady Taufik Akhyar Taufik Eko Susilo Tengku Riza Zarzani N Tinus, Agus TUNA, MIRANDA SAHFIRA Ullul Azmie, Fadila ulumuddin, Muhammad Ihya Umar, Iswandi Umi Mahmudah Utami, Mila Cahya VIVIN EKA RAHMAWATI Wahyu Mahendra, Indra Wahyu Wibowo, Angga Wahyuningsih Wahyuningsih Wibowo, Hari Tri Widany, Chelyn Audya Wijiyanto, Dwi Wira, Rahmayani Ayu WISNU SAPUTRA Wiwit Agus Triyanto Yoanas, Sahenda Yudhistira, Dewangga Yudie Irawan Yuli Kusumawati Yulia Putri Paradida Yuliandika Saputra, Dwi Yuningtyastuti Yuningtyastuti Yunisa Oktavia Yusuf, Henry Baharudin Zaidan Syauqi, Gutti Zainur, Zainur Zidni Muhammad Ardiansyah

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