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Discrete Curvelet Transform Feature Extraction for Mangosteen Fruit Surface Damage Detection Utama, Nafi Ananda; Triyani, Wahyu Indah; Riyadi, Slamet; Damarjati, Cahya
Emerging Information Science and Technology Vol 5, No 1 (2024): May
Publisher : Universitas Muhammadiyah Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/eist.v5i1.22602

Abstract

Mangosteen (Garcinia mangostana L) is one of the commodities of Indonesian fruit and is used as an export primadona that became the basis of Indonesia to increase the currency of the country. The quality of the fruit can be seen from the surface, whether there is damage or not. The sorting that the farmers have been doing all this time is still using the conventional way, that is, with the sense of sight. This conventional method seems to be less effective because it takes a lot of energy, takes a long time, and there are different perceptions between farmers. To solve this problem, a method of surface quality extraction of mango fruit will be developed based on image processing. The initial stage of image processing is with the image size equation then the image is converted to grayscale mode, then a discrete curvelet transformation is performed. The next stage is the extraction of mean, energy, entropy, standard deviation, variance, sum, correlation, contrast, and homogeneity. The result of the subsequent feature extraction is used to enter a value at the classification stage. From some of these extractions it will be known which extraction has the highest accuracy value. The method of classification used is Linear Discriminant Analysis (LDA) with the method of K-Fold Cross Validation which in this study is divided into 4-fold cross validation. After testing on 120 images, the highest value of accuracy is with extraction of standard characteristics deviation of 91.7% and variance of 88.4%.
Analysis of Cross Validation on Classification of Mangosteen Maturity Stages using Support Vector Machine Prabasari, Indira; Zuhri, Afrizal; Riyadi, Slamet; Hariadi, Tony K; Utama, Nafi Ananda
Emerging Information Science and Technology Vol 5, No 1 (2024): May
Publisher : Universitas Muhammadiyah Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/eist.v5i1.22359

Abstract

This study explores the efficacy of the Support Vector Machine (SVM) method in classifying mangosteen fruit images based on six ripeness levels. Employing SVM enables nonlinear data classification and simultaneous utilization of multiple feature extractions, resulting in enhanced accuracy. Analysis reveals that models integrating three feature extractions outperform those with only two. With ample training data and optimized parameters, SVM achieves detection accuracy exceeding 90%. However, algorithmic enhancements are necessary to compute RGB color index values for all pixels on mangosteen skin surfaces, possibly through circular-shaped windows approximating the fruit's contour. Moreover, comparative assessments of RGB color system calculations against alternative systems such as HSI are crucial for selecting the most suitable color model in alignment with human perception.
Development of Desktop-Based Employee Payroll: A Case Study on PT. Bio Pilar Utama Alfia, Bayu Dwiki; Asroni, Asroni; Riyadi, Slamet; Rahaman, Mosiur
Emerging Information Science and Technology Vol 4, No 2 (2023): November
Publisher : Universitas Muhammadiyah Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/eist.v4i2.20732

Abstract

As a result of periodic shifts, technological advancements are becoming more varied. The payroll system for employees is one of them. Payroll must follow the company’s standard operating procedures (SOP) to determine several issues. Thus, the system can be customized to match the company’s specific needs and SOP. The administration and finance departments encounter difficulty processing employee payroll due to frequent errors in employee data entry, including position, department, income, and deductions. The absence of a payroll information system that can reliably and rapidly calculate employee salaries and provide timely reports has become the primary source of the difficulty. The designed employee payroll information system only processed PT. Bio Pilar Utama’s payroll data. Facilitating the administration and finance departments to input data, calculate salaries, store data, and generate reports on employee payroll could be achieved through the newly developed employee payroll information system.
Pengembangan e-disposisi Menggunakan Metode Exreme Programming (Studi Kasus BPKAD Kotawaringin Timur) Riyadi, Slamet; Riyadi, Riyadi
Generation Journal Vol 4 No 1 (2020): Generation Journal
Publisher : Universitas Nusantara PGRI Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29407/gj.v4i1.14113

Abstract

Proses disposisi surat yang ada di BPKAD Kotawaringin Timur selama ini masih mengandalkan proses manual. Proses manual tersebut tentu tidak akan luput dari human error maupun sulitnya melacak history disposisi surat serta dapat menyulitkan proses pengarsipan. Dari permasalahan tersebut tentu sangat dibutuhkan sebuah aplikasi sistem informasi yang dapat digunakan untuk menangani proses disposisi surat. Pilihan yang sangat mungkin diterapkan yaitu mengembangan sistem dengan penunjukan langsung/melakukan kerjasama dengan sedikit tenaga programmer sesuai anggaran yang dimiliki. Untuk mengembangkan system informasi tersebut perlu ditentukan metode pengembangan yang sesuai dengan kondisi instansi. Dari beberapa metode yang ada, Extreme Programming ( XP ) merupakan sebuah proses rekayasa perangkat lunak yang cenderung menggunakan pendekatan berorientasi objek dan sasaran dari metode ini adalah tim yang dibentuk dalam skala kecil sampai medium serta metode ini juga sesuai jika tim dihadapkan dengan requirement yang tidak jelas maupun terjadi perubahan–perubahan requirement yang sangat cepat. Metode extreme programming dapat digunakan untuk membuat aplikas e-disposisi dengan segala keterbatas sumber daya baik dari sisi SDM maupun anggaran.Hasil pengujian menunjukkan bahwa aplikasi ini sudah memenuhi acceptance criteria yang tertuang pada user stories, sehingga aplikasi ini layak untuk digunakan.
Smart System Pendeteksi Keberadaan Narapidana di Lapas Kabupaten Kotawaringin Timur Riyadi, Slamet; Bachtiar, Lukman; Yunita, Selviana
Generation Journal Vol 6 No 2 (2022): Generation Journal
Publisher : Universitas Nusantara PGRI Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29407/gj.v6i2.17715

Abstract

– The problems regarding prisons are almost endless. The government should pay attention to this. The problems that arise today, almost all correctional institutions in Indonesia exceed (over) capacity, including those in the East Kotawaringin district . Indoor Positioning System IPS is a technology that can be used to locate people or objects in a building, usually through a mobile device such as a smartphone or tablet. Although this technology is newer than GPS, services utilizing IPS are quickly gaining ground in indoor locations such as shopping malls, hospitals, airports and other indoor venues. By utilizing an iBeacon mounted on a prisoner's wristband, the iBeacon will always transmit a signal that can be picked up by the receiver. Devices that can become receivers are bluetooth repeaters (signal boosters) and prison officers' android phones. To be able to know the estimated position of the receiver on the iBeacon, a map is needed locally, which is to determine a certain location, then map it in the form of coordinates. By placing several iBeacons at certain coordinates, it can be used to determine the estimated position of the receiver to the iBeacon.
Adopsi Metode DevOps Sebagai Acuan Pengembangan Aplikasi Bantuan Hukum Riyadi, Slamet
Generation Journal Vol 7 No 1 (2023): Generation Journal
Publisher : Universitas Nusantara PGRI Kediri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29407/gj.v7i1.19629

Abstract

Sekretariat Daerah terdiri dari beberapa bagian, salah satunya bagian hukum. Layanan Bantuan Hukum untuk kegiatan konsultasi hukum terdiri dari 3 sub kegiatan yaitu persiapan, pelaksanaan, serta pasca pelaksanaan. Secara geografis, banyak desa di Indonesia yang jauh dari sekretariat daerah. Kepala desa dan perangkat desa juga harus mengunjungi Sekretariat Daerah untuk mengatur penyuluhan dan bantuan hukum jarak jauh. Ini memakan waktu setidaknya satu hari dan biaya perjalanan/akomodasi tidak murah. Secara teori permasalahan yang ada dapat diatasi dengan membangun sebuah sistem pengolahan data yang berbasis teknologi informasi. Pada banyak organisasi, pengembangan perangkat lunak dan aktivitas operasi biasanya dilakukan secara terpisah dan memiliki tujuan yang terpisah. Pengembang bertugas membuat, menambah, dan memodifikasi sistem baru. Bagian operasi bertugas menjaga stabilitas sistem. Ini biasanya menyebabkan konflik ketika sistem baru akan diimplementasikan. Departemen operasi cenderung tidak menginginkan perubahan karena kekhawatiran tentang ketidakstabilan system. DevOps adalah tren baru yang muncul (tahun 2009) dari benturan dua tren lama: Agile Systems dan Agile Operations. Ini merupakan kolaborasi antara staf pengembangan dan staf operasi di setiap tahap siklus hidup DevOps. Metodologi DevOps tidak hanya mencakup fase pengembangan tetapi juga fase operasi. Fase yang disediakan cukup komprehensip sehingga sangat kecil kemungkinan aplikasi gagal untuk diimplementasikan secara berkelanjutan.
ANALISIS HIGH OIL CONSUMTION PADA PESAWAT AIRBUS 330 DENGAN MENGGUNAKAN METODE SIX SIGMA DENGAN KONSEP FMEA (FAILURE,MEASURE,ANALYZE AND EVALUATE) Jamaludin, Jamaludin; Riyadi, Slamet; Sumarno, Sumarno
Motor Bakar : Jurnal Teknik Mesin Vol 8, No 2 (2024): Motor Bakar: Jurnal Teknik Mesin
Publisher : Universitas Muhammadiyah Tangerang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31000/mbjtm.v8i2.11797

Abstract

Pesawat Airbus 330 dengan tipe engine RR Trent 7000-72 mengalami high oil consumption sebesar 0,52 qrt/hour begitu juga registrasi PK-GYC mengalami ketinggian 0,46 qrt /hour yang dimana batas normal nya 0,6 qrt/hour dan juga banyak ditemukan seal debris di MCD forward sump.Akibat dari high oil consumption bearing no.3 mengalami keausan Selain itu jumlah oli yang terdapat pada oil tank selalu berkurang sehingga harus selalu menambah oli agar engine dalam keadaan aman saat terbang.Meningkatnya penggunaan jumlah oli secara terus menerus dapat mengakibatkan tingginya biaya yang dikeluarkan maskapai dalam penggunaan oli tersebut Tentu saja peran dari oil adalah hal yang sangat diperlukan dalam pengoperasian engine.Skripsi ini menjelaskan faktor penyebab yang mengakibatkan high oil consumption dan pengujian pada oil yang digunakan di pesawat dan tipe oil yang tepat juga.Pengujian dan pengecekan pun juga dilakuan di pesawat airbus 320.
Consumer Protection in the Retail and Financial Services Sectors against the Practice of Exoneration Clauses Anggraini, Anna Maria Tri; Simanjuntak, Megawati; Safari, Arief; Halim, Rizal E.; Riyadi, Slamet
Journal of Consumer Sciences Vol. 7 No. 2 (2022): Journal of Consumer Sciences
Publisher : Department of Family and Consumer Sciences, Faculty of Human Ecology, IPB University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29244/jcs.7.2.83-96

Abstract

The rapid development of the business world has resulted in several changes to business actors in carrying out their business activities. This encourages the emergence of standard agreements as practicality in conducting transactions. This study aims to analyze consumer protection law and apply the principles of freedom of contract in standard agreements in online and retail financial services businesses—the descriptive qualitative method with data collection techniques using in-depth interviews and documentation studies. Informants were selected by purposive sampling. The results show that standard clauses have been regulated in Article 18 of the Consumer Protection Law. However, in practice, clauses are still found that violate and transfer responsibility to the detriment of consumers. Furthermore, regarding consumer dispute resolution, there is an overlap issue between the Financial Services Authority (OJK) and the Consumer Dispute Resolution Agency (BPSK). Therefore, if viewed from the principle of freedom of contract, the standard agreement cannot fulfill the principle of freedom of contract, and consumer protection, so especially in the financial services sector and retail, needs to increase preventive and repressive supervision by providing several alternatives dispute resolutions for disadvantaged consumers.
Perspectives of High School students in DIY province on Esport Kurniawan, Faidillah; Sumaryanto, Sumaryanto; Hidayatullah, Muhammad Furqon; Kristiyanto, Agus; Riyadi, Slamet
INOTEKS: Jurnal Inovasi Ilmu Pengetahuan,Teknologi, dan Seni Vol 28, No 1 (2024)
Publisher : Universitas Negeri Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21831/ino.v1i1.59675

Abstract

This study aims to explore the perspectives of high school students in DIY towards e-sports. The research found that the majority of students had a positive view, recognizing it as a legitimate form of competition and a thriving industry. However, some students expressed concern about the negative effects of excessive gaming, such as addiction and social isolation. This study uses exploratory research methods. Exploratory research explores new knowledge to try to discover existing or potential problems. The sample used was high school students in DIY, totaling 276 people with 188 male students and 88 female students. The research instrument used was a questionnaire distributed in the form of a Google form. The results of this study showed that 68.1% were male and 31.9% female. Of the total number of students who actively played e-sports 48.9% and 51.1% did not actively play. esport can improve English proficiency with 68.1% disagreeing at 6.4%. The students also like watching matches through the livestream platform 51.1% and disagree 17%. Esports can also be said to be a promising field of work by agreeing at 57.4%, on the otherhand disagreeing at 4.3%. Students also like to play e-sports with an agree rate of 61.7%, although those who disagree are 6.4%. e-sports can be categorized as sports with the number agreeing at 61.7%, and those who disagree are 2.1%. The students also agreed with e-sports they got a lot of acquaintances with a rate of 59.6% and disagreed with 6.4%.
The Effectiveness Analysis Of Teacher’s Managing Class Capability On Students Learning Achievement Riyadi, Slamet; Novaria, Novi; Prawiranegara Gani, Imam; Rais , Rinovian; Bisri Habibi , Wyeldan
Mudir : Jurnal Manajemen Pendidikan Vol. 5 No. 1 (2023): January : Mudir: Jurnal Manajemen Pendidikan
Publisher : Mudir : Jurnal Manajemen Pendidikan

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

Abstract

The objective of this study is to ascertain how the teacher's capacity to control the class affects the efficiency of student education. The research employs a quantitative approach employing descriptive techniques. It employs probability sampling, with a research sample of 70 students. The primary data collection technique employed is a survey, which is dispersed among students. To support the findings of the questionnaire data, interview methods and document studies were conducted. This research employs descriptive analysis and the classical assumption test as data analysis techniques. The findings of the study reveal that the teacher's ability to manage the class has a notable impact on the effectiveness of student learning. This is evident from the processing of data computed by SPSS via t-test statistical testing. The t-count value is greater than t-table, with a significance of 0.000. According to the test criteria t-count > t-table and if the significance is < α (0.05), H0 is rejected. The calculation of the coefficient of determination reveals that the teacher's capacity to manage the class has a positive and significant effect on the effectiveness of student learning.
Co-Authors - Hwihanus ., Asroni Aaron, Giovanni Thorton Abdi, Hamdani Abdul Gofur Abdullah, Dede Agung Abiantoro, Bayu Abidin, Zenal Absor, Sholihul Achmad Ali Mashartanto Achmad Syarief Adam Maulana aditama, buntar perwira Adnan, Apippudin Adriansyah, Adinda Nurhayati Afifah, Rahmi Agung Wahyudi Agung Yulianto AGUS AGUS Agus Kristiyanto ahmad farid Ahmad Muktamar B Ahmad Zakaria Ahmad Zaki Ahsan, Mohammad Ainun Muthoharoh, Ainun Aisyah Hanim , Siti Ajatul, Ajatul Aji Hermawan Akbar, Zaizala Al Bina Al Munip, Al Munip Albab, Eric Ulul Aldi, Mukhamad Fauzan Alfatussabila Ashidiqie Alfia, Bayu Dwiki Ali, Nadiyah Maharty Alim, Akbar Amelia Kusniawati, Amelia Amelia, Azarine Nahdah Amelia, Nurusyifa Amiartuti Kusmaningtyas Aminullah Aminullah, Aminullah Aminullah Assagaf Anabah, Sahid Anarkis, Bunga Tirai Andri Iryawan Andriani Andriani Andrias Suhendra Nugraha Andriyani, Annisa Divayu Anna Maria Tri Anggraini Annisa, Sarah Chairul Aprianto, Iwan Aprilia Aprilia, Aprilia Ardhi Islamudin ardila, septia Ari Mukti Wibowo Aria Mulyapradana, Aria Arianti Ayu Puspita Ariep Jaenul Arif Bintoro Johan Arif Saefudin Arkam Lahiya Asi, Yuli Sintha Asih, Tiya Putri Asmiatiningsih, Sri Asroni, Asroni Astutik, Ika Ratna Indra Atikananda, Desta Ayu Ratiwi, Amelia Mutiara Ayu, Ciptaning Retno Azharuddin Azharuddin, Azharuddin Azis, Achmad Abdul Aziz, M. Bahana Aditya Adnan Bambang Eka Purnama Bandi Bandi, Bandi Barata, Fausta Ari Baruno, Agustiawan Djoko Bashori Bashori Bayangkara, Ida Bagus Ketut Bayu Budi Prakoso Bima Hardi Bintang, Firdaus Bisri Habibi , Wyeldan Boy, Hendry brahmayanti, Ida Ayu Sri Bramastia, Bramastia BRILLIANTO, RONALDO WISNU Brumadyadisty, Garry Budi Santosa Budi Santosa Budi Setiawan, Florentius Cahya Damarjati Cahya Damarjati Cahyaningtyas, Annida Nur Camila Octavia, Sabrina Chen, Hsing-Chung Cherryl Martha Christina Anggreani Winoto Dakir Dakir Daniel Happy Putra Daryanto Daryanto Dendy Raharjo Deng, Abraham Ayuen Ngong Deni Kurnia Denny Bernardus Denpharanto Agung Krisprimandoyo Dermawan, M. Faris Dewi Nurhayati Dewi Ratnawati Dewi, Deshinta Arrova Didi Surya Permana, Didi Dina Dwi Nuryani Dinda Khairunnisa, Dinda Djoko Baruno, Agustiawan Djumahir .. Djumilah Hadiwidjojo Doewis, Muchsin Dongoran, Putoro Dutahatmaja, Angga Dwi L, Maulida Dwi Octavia, Winda Dwi Surya Supriyana Eddy Yunus Ekawati, Febriani Fajar Ellyas, Intan Suraya Ellys Yulianti, Ellys Emmanuel Agung Nugroho Endang Listyaningsih S Endang Listyaningsih Suparyanti Endang Sahir Erliyani, Dian Ermayanti, Dian Ernisti, Widya Ervina Ervina Esti Wulandari Fadilah Umar Fadlia, Irma Nur Fahmi Faidillah Kurniawan Fansuri, Ifan Hamzah Fatimah, Ai Tusi Faulina , Ria Fauzan Fauzi, Irfandhani Fayyadh Daffa Febriandi, Erfan Febrianti, Sri Febrianto, Gustaf Naufan Figo Pratama Fiki Ferianto Fikri, Hidayatul Fiorentino, Kevin Firdaus, Hendra FIRMANTO, DANIEL RAHADIAN Fithri Muliawati Fitra Mulia Jaya Fitriandinni, Reza Mutiara Nur Fitrianti, Dwi Fitriyani, Rahma Fitriyani, Rahma Florentinus Budi Setiawan Fransiska RZ Furqaan Harjanto Gewang, Annissa Achmadsyah Goo, Maria Alni Lau Gumilar, Mira Sri Habibah Maulani, Habibah Hafidz Nur Ichwan Hamsinah Hamsinah, Hamsinah Han, Sui Handayani, Widyastuti Handoko, Steven Nathanael Hanie Teki Tjendani, Hanie Teki Hanik Liskustyawati, Hanik Harahap, Solidha Ramadiah Hardianty, Sri Harianja, Nila Wati Crisyanti Hariyadi, Bagus Reza Harnisah, Harnisah Hartadi, Arif Hartanta, Radhitya Yunandri Hartanto, Leandra Hattah, Muh. Afif Novaldy Hatuina, Suci Harira Sari Have Zulkarnaen Hawihanus, Hawihanus Hayat, Ulfa Ainul Hayuningtyas, Prestanti Heigy Mutiha Putri Hendro Sulistio Heni Pujiastuti Herdiana, Ade Heriyanto Heriyanto Hermono Heru Nugroho Hery Nariyah Hidayatullah, M. Fuqron Hikmah, Siti Fathonatul Hisyam Zaini Husnibes Muchtar Husnul Khatimah Hutagalung, Uli Anto Hwihanus Ibrahim Ingga Ida Ayu Putu Sri Widnyani Ida Nurhaida Idam Ragil Widianto Atmojo Idham Halid Imam Prawiranegara Gani Iman Bhato, Sahrul iman, Khairul Indira Prabasari, Indira Indriyani, Nur Afifah Irawan Malik Irfan, Kiki Irhamsyah, Teuku Ishak, Asnor Juraiza Islamy, Shavira Novita Isnaini Rosyida, Isnaini Iswati, Heni Iwan Kurniawan Izza Fajri Zaidurrahman Jamal Wiwoho Jamaludin . Jayawarsa, A.A. Ketut Jazaul Ikhsan Jeanne Fransisca Jeckson, Jeckson Jennah, Rodhatul Joko Widiyanto Jose Beno, Jose Judijanto, Loso Jusnita, R. Ayu Erni Kahfiati Kahdar Karang Utama, I Wayan Kariadi, Mustasyfa Thabib kariadi, mustasyfa thabib Karim, Rohana Abdul Kariman, Paskal Khairul Sadi Kiki Pratiwi Koswara, Engkos Krisyanto, Agus Kuncoro Diharjo Kurnianti, Apriliya Kurnianto, Dian Kurniawati, Dinda Dwi Kusnawan, Agus Kusuma, Nur Intan Kusuma, Pranata Aji Kusumaningrum, Nazila Laila Quthratun Nada Laisoka, Duvan Samudra Larasati, Devira Lelfita, Lelfita Lelono, Sarjoko Leonardus Heru Pratomo Lestari, Setyani Dwi Lidya, Leoni Lilik Wijayanti Liskustyowati, Hanik Listiani, Dina Lubis, Arbonas Lubis, Laila Tussifah Lubis, Rahmadsyah Lubis, Winda Antika Luchman Hakim Lukman Bachtiar LULUK INDRAWATI Lusiana, Wiwit M. Furqon Hidayatullah, M. Furqon M. Said Zainuddin Ma'rufah, Siti Mafrisal, Mafrisal Magitasiwi, Zufi Yustika Mahardika, Naufal Gita Mahendra, Dion Malasan, Prananda Luffiansyah MARIA BINTANG Mariyanto, Muhammad Markus Asta Patma Nugraha Mashuri Mashuri Masruroh, Afi Masyhur, Ahmad Musthafa Matahurila, Gilbert Billy Rivaldo Maturbongs, Gibbar Imanuel maulana safari, Haris Megat Syahirul Amin Megat Ali Megawati Simanjuntak Meirina Triharini Meithiana Indrasari, Meithiana Melda Yanti Memet Sudaryanto Mesyi, Mesyi Miftachurohmah, Nisa MIRNAWATI SUDARWANTO Misbah Misbah Mite Setiansah Mohammad Jamaludin Muawwanah, Raudatul Muchsin Doewes Mudrik Alaydrus Mugiharto, Dwi Muh. Darwis Muhamad Ahsanu Muhamad Ali Muhammad Faisal Muhammad Furqon Hidayatullah Muhammad Perdana Azhar Muhammad Ridha Muhammad Yasin Muhargianto, Dwi Muhlisatul Mahmudah, Muhlisatul Mukarto Siswoyo Muklisah, Risda Alvia Mulyadi Mulyadi Mundakir Muntaha, Ilyas Musriyadi Nabiu, Musriyadi Mustaqim . Mustholiq Musyafa, Nabilla Ulayya Musyarafah, Musyarafah Musyarapah MY. Cendy Nindra Brilliana Nada Ananda Puteri Nana Sutikna Nasruddin Nasruddin Naufal, Nabil Navandi, Dhony Negara, Khesara Sastrin Prasita Nelfi Erlinda Nelfi, Nelfi Nevrettia Christantyawati, Nevrettia Ni Putu Sri Harta Mimba Nicolas, Djone Georges Ningtyas, Baqiya Aini Wahyu Ninuk Nisa, Rahma Dian Norafnan, Abdul Novaria, Novi Novi Susanti Novita Br Ginting Novita Pri Andini Nugrahaning Sani Dewi, Nugrahaning Sani Nugroho, Ario Bagus Nur Sayidah Nuradilah, Nuradilah Nuradilah, Nuradilah Nurhayati, Laela Maya Nurita, Nurita Nurlinda, Mei Nurmawi, Yesi Nursetiawan, . Nurul Hikmah Nurwijayanti Octavia, Winda Dwi P., Leonardus Heru Pandin, Maria Yovita R Pandin, Maria Yovita R. Paramasari Dirgahayu Paranti, Desmala Patria, Rio Pranata, Wibisana Prasetyo, Seto Wahyu Pratama, Raditya Yuniar Alfani Pratama, Robby Prawira, Anggun Wida Priandari, Sri Priyambodo Priyambodo Puji Rahmawati Puputaria, Puputaria Putra, Arifdo Putra, Fandi Pratama Putra, Rakmat Dwi Anugrah Putra, Saddan Pramana Putra, Sudarmadi Putri Susanti Putri, Adistie Prestiani Putri, Alifia Ramadhina Qomaruzzaman, Qomaruzzaman Qurrata A’yun, Nur Aini R Pandin, Maria Yovita RA Maheswari, Rarah Rahaman, Mosiur Rahmad Ramadhan Rahmadani, Olivia Rahmah, Sri Rahman, Fadilatur Rais , Rinovian Raja Amelia Putriana Ramadhani, Muhammad Rizki Ramadhanty, Nadine Ramli, Suzaimah Rasyid, Abdul Rahman Respati, Badrahini Masajeng Ridho Al-Hamdi Ridwan Maulana, Ridwan Ridwan, Mohammamad Sihab Ridwansyah, Raden Mohammad Rizky Rif’at, Mohamad Rini, Sanda Puspa Ririt Iriani Sri Setiawati Riyadi Nugroho Riyadi Riyadi Rizal Edy Halim Rizal Maulana, Rizal Rizalludin, Riqqi Rizka Nabila Munawarah Rizky Amalia Rizqy, Muhammad Alva Rokhmat, Nurhayat Rony Syaifullah, Rony Rosmawati Rosmawati Rosmawati, Nelis Rosyid Ridlo Al-Hakim Rozaanah, Rozaanah Rudianto, Setiawan Eko Rumi Iqbal Doewes, Rumi Iqbal Runtuboy, Nico Rusdi Sulaiman Saanih Sabarini, Sri Santoso Sabir, Arisman Safari, Arief Safran Efendi Pasaribu Salsabila, Hasna Salsabila, Hasna Salsabila, Lathifah Khansa Samsul Huda Sanjaya, Andika Sanjaya, Kadek Heri Santosa, Eka Budhi Santoso, Joys Oktavia Santoso, Tossy Saprudin Sapuadi, Sapuadi Saragih, Susi Tresya Sari, Ervita Indra Sari, Nurita Sariah Sariah Sarjon Defit Selfi Handayani Selvianor Setia Budi, Eka Setiawan, Florentinus Budi Setiawan, Tia SETIYO HARTOTO Setyasih, Nur Setyawan, Florentinus Budi Siminto Siminto Siminto, Siminto Siregar, Pascal Siska, Syafni Yelvi Siswandari Siti Julia Fatmi Siti Khotimah Siti Marwiyah Sitohang, Arga Christian Sitompul, Andrey Heberon Situngkir , Hegi Priel SOBIRIN Soebekti, Karlita Solehuddin Solehuddin Sri Haryati SRI UTAMI ADY Sriwardona Stovia, Anggita Sudadi , Sudadi Sudiansyah, Sudiansyah Sudiwijaya, Erwan Sufa, Siska Armawati Sugih Hartono, Rakhmad SUGIYANTO Sugiyanto - Sukadi . Sukatno Sukatno, Sukatno Sukesi . Sulaiman Sulaiman Sulistio, Prayogo Hadi Sumardi . Sumarno . Sumaryanto Sumaryanto, Sumaryanto Sumiati Sumiati Sumiati Sumiati Sumirat, Asep Rusman Iriana Sunarsi, Denok Sungkowo, Aming Supana, Supana Suparnyo Suparnyo Suradi, Muhamad Arief Previasakti Suryana, Alvian Jihad Suryani, Linda suryaningsih Susilaningtyas, Tri Suwardi Suwardi Suyanto Suyanto Suyanto Syamsuri, Heris Sya’Bana, Yukhi Mustaqim Kusuma Taepoer, Raditya Ardianto Tajalli, Muqorob Tampubolon, Liosten R. R. Ully Tantyono, Neru Hatta Teuku Salfiyadi Thoyyibah, Luthfiyatun Tofiq, Tri Agung Tony K Hariadi Tri Rustiadi, Tri Triani, Triani Trikolas, Trikolas Triyani Triyani Triyani, Wahyu Indah Tumanggor, Laurentius St Gomo Ujang Sumarwan Ujianto Ulfi Pristiana Umar, Fadillah Umaryoto Urohman, Taufiq Utama, Dimas Duta Putra Utama, Nafi Ananda Utari, Riyadini Utomo, Ardyansyah Arief Budi Utomo, Tri Aprilijanto Vega Candra Dinata Vidyarini, Etika Wahyuni, Belli Wahyuni, Titin Wardani, Agata Dita Wati, Patnah WH Hasibuan, Posman Wibisana Pranata Wibisono, Arifin Wibowo, Febrian Dimas J. Widiya, Heni Widiyawati, Ari Widyasmara, Dionysius Indra Wiharesi Putri Wijayanti, Wiwiek Wijianto Wijianto Wilujeng, Titin Amrih Wiranata, Arno Wiwik Handayani Wulansari, Dasih Ayu Yannes Martinus Pasaribu Yanti, Dhiny Easter Yanuar Zulardiansyah Arief yoseph Indrayanto Yovita R Pandin, Maria Yuggo Afrianto yulia lanti retno dewi Yuliansyah Yuliansyah Yunita, Selviana Yusuf, Sharfiden Hassen Yuyun Ari Wibowo Yuzela, Anita Zaenal Abidin Zaenal Arifin Zafs, Rizqie Anandita Zuhri, Afrizal Zulkarnaen A, Faiz Furqon