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Integrating Psychological Stress Indicators with Academic Data for Student Dropout Prediction: A Decision Tree and Expert System Approach Gunawan, Indra; Widyassari, Adhika Pramita
Elinvo (Electronics, Informatics, and Vocational Education) Vol. 10 No. 2 (2025): November 2025 (In-Press)
Publisher : Department of Electronic and Informatic Engineering Education, Faculty of Engineering, UNY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21831/elinvo.v10i2.89031

Abstract

Student attrition remains a major problem in higher education. Although academic variables are well-established moderators, psychological wellness, especially stress, is an important but often ignored moderator. The purpose of this study is to construct prediction models for students at risk of dropping out by combining academic and psychological information. One major challenge in this field is the class imbalance of student records, which results in a significant drop in the dropout rate compared to the general population. Therefore, in this study, we employ a Decision Tree algorithm and use a Forward Chaining inference engine along with the Synthetic Minority Over-sampling Technique (SMOTE) to solve it. We employed a data set of 122 students at one institution, with psychological stress scores generated from a standardised questionnaire according to well-known symptom domains. The accuracy for the model with only a Decision Tree was 95.83%. For the stress score, integration with the FC-based attribute increased performance to 96.67%; however, this model exhibited only marginal improvement over the final model due to its very low accuracy when compared to that of SMOTE. This ensemble model performed the best with an accuracy of 97.50% and an AUC of 96.35%. This progression demonstrates that even though the introduction of psychological information is beneficial, an approach to balance data and ensure a robust prediction system is required. This article is a proof-of-concept analysis which creates an opportunity for universities to establish proactive, early-warning-driven models; yet there is a requirement for future validation studies on larger and more diversified samples.
CUSTOMER SERVICE CHAT APPLICATION DESIGN RADEN INTEN II AIRPORT, LAMPUNG Kesuma, Mezan El-Khaeri; Gunawan, Indra; Ridho Setiawan, M. Alif
ULTIMATICS Vol 17 No 2 (2025): Ultimatics : Jurnal Teknik Informatika
Publisher : Faculty of Engineering and Informatics, Universitas Multimedia Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31937/ti.v17i2.4357

Abstract

This study aims to design a web-based customer service application with live chat and chatbot features that implement Retrieval-Augmented Generation (RAG) technology at Raden Inten II Airport, Lampung. The main problems encountered are the slow response of conventional services and limited access to information by users located far from the airport. The system development uses the Waterfall model which includes requirements analysis, system design, implementation, testing, and maintenance. The main features in the application include user authentication, live chat, RAG chatbot, and data management through the admin dashboard. System testing was conducted using the black-box method, indicating that all features function according to specifications. The results of the study indicate that this system can significantly improve the efficiency and quality of customer service. For further development, it is recommended to use WebSocket to improve real-time communication performance. Index Terms— Customer Service; Live Chat; Chatbot; RAG; Web-based Application.
Inovasi Produksi Mie Analog di Desa Masbagik Timur: Solusi Pangan Fungsional Untuk Diabetes dan Stunting Febriani, Yuyun; Marlita, Jeli; Gunawan, Indra
Jurnal Mandala Pengabdian Masyarakat Vol. 6 No. 2 (2025): Jurnal Mandala Pengabdian Masyarakat
Publisher : Progran Studi Farmasi Universitas Mandala Waluya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35311/jmpm.v6i2.777

Abstract

Stunting dan diabetes melitus merupakan suatu kondisi kronis yang pada dasarnya memiliki akar penyebab yang sama, yaitu ketidakseimbangan gizi dalam jangka panjang. Kekurangan gizi pada masa awal kehidupan mengakibatkan perubahan metabolisme yang dapat meningkatkan resiko terjadinya diabetes melitus pada usia dewasa. Oleh karena itu, nilai angka kecukupan gizi produk pangan sangat penting untuk memastikan kemanannya pada kedua kondisi tersebut. Permasalahan gizi dan kasus diabetes mellitus menjadi tantangan besar bidang kesehatan. Tingginya angka prevalensi per tahunnya menjadi kedua kasus yang serius. Tujuan pengabdian ini adalah melakukan pendampingan pengembangan produk olahan pangan berupa mie analog dan tepung mocaf untuk pengendalian stunting dan diabetes melitus. Metode yang digunakan yaitu produksi, diversifikasi produk, dan pengecekan kadar kecukupan gizi produk pangan. Hasil yang diperoleh berupa mie analog rasa original, rasa kacang lebui, rasa rumput laut, dan rasa daun kelor. Diversifikasi (pengembangan) produk berupa tepung mocaf. Nilai kadar zat gizi karbohidrat berkisar antara 72-89%, protein 0.7-5.8%, dan lemak 0.4-11%. Nilai ini menunjukkan dengan tingginya karbohidrat dan protein, serta rendahnya kadar lemak membuat potensi tepung mocaf dan mie analog berperan dalam hal memenuhi kecukupan gizi sehingga mengurangi resiko terjadinya diabetes melitus dan stunting. Kesimpulan, mie analog dan tepung mocaf memiliki nilai kadar zat gizi yang cukup baik dan dapat menjadi solusi alternaif pangan bergizi dan fungsional untuk pengendalian stunting dan diabetes melitus.
Pengaruh Teknologi Pipeline Terhadap Performa Prosesor Superskalar Dalam Siklus Data Irwansyah, Febri; Maharani, Suci; Qori, Elinnah; Gunawan, Indra
(JRSIKOM) Jurnal Riset Sistem Informasi dan Aplikasi Komputer Vol. 1 No. 4 (2025): Volume 1 Nomor 4 Tahun 2025
Publisher : PT Siantar Codes Academy Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.180997/jrsikom.v1i4.97

Abstract

Penelitian ini membahas pengaruh penerapan teknologi pipeline terhadap performa prosesor superskalar dalam siklus data dengan meninjau hubungan antara kedalaman pipeline, lebar issue width, dan mekanisme branch prediction terhadap efisiensi eksekusi instruksi. Penelitian dilakukan menggunakan pendekatan simulasi kuantitatif berbasis perangkat lunak arsitektur prosesor seperti SimpleScalar dan gem5, dengan beberapa variasi konfigurasi tahap pipeline (5, 10, dan 15) dan lebar issue (1, 2, dan 4). Hasil simulasi menunjukkan bahwa peningkatan kedalaman pipeline dan perluasan issue width secara signifikan meningkatkan nilai Instruction per Cycle (IPC) serta efisiensi prosesor, di mana kombinasi pipeline 15 tahap dengan issue width empat dan hybrid branch prediction menghasilkan IPC tertinggi sebesar 2,3 dengan efisiensi 85%. Namun, semakin dalam pipeline, kompleksitas kontrol dan potensi hazard juga meningkat, sehingga keseimbangan antara kedalaman pipeline, akurasi branch prediction, dan efisiensi daya menjadi faktor penting dalam desain prosesor modern. Penelitian ini menegaskan bahwa penerapan pipeline yang optimal mampu meningkatkan throughput dan stabilitas kinerja prosesor superskalar tanpa mengorbankan efisiensi energi.
Ethical Credibility Over Doctrinal Supremacy: Nurcholish Madjid's Framework for Managing Intra-Muslim Tension in an Urban Indonesian Community Novianto, Fauzan Akbar; Nawawi, Fuad; Gunawan, Indra
IBDA` : Jurnal Kajian Islam dan Budaya Vol. 23 No. 2 (2025): IBDA': Jurnal Kajian Islam dan Budaya
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat, Universitas Islam Negeri Profesor Kiai Haji Saifuddin Zuhri Purwokerto Purwokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24090/ibda.v23i2.15404

Abstract

This study shifts the focus of religious moderation discourse from abstract interfaith conflict to subtle intra-Muslim fragmentation at the grassroots level. Centered on the case of Teratai Putih, East Jakarta, it explores the symbolic boundaries and doctrinal tensions between two mosques representing traditionalist and reformist orientations. Employing a qualitative case study through interviews, field observations, and document analysis, the research applies Nurcholish Madjid’s framework to analyze how ethical substance overrides formalistic piety in shaping communal trust. The findings reveal a critical anomaly: worshippers transcend theological divisions to contribute zakat and donations to institutions that demonstrate higher ethical credibility and transparent management. This phenomenon affirms that Ethical Credibility has surpassed Doctrinal Supremacy as the primary currency of communal trust. Conceptually, the study advances the paradigm of religious moderation by redefining legitimacy from Creed Legitimacy to Credibility Legitimacy, resonating with Madjid’s vision of an inclusive and ethically grounded Islamic community.
Analisis Populasi dan Pengendalian Udang Rebon sebagai Hama Kompetitor di Tambak Bandeng Tradisional Cemara Indah, Clering Hibban, Muhammad Ibnu; Saefudin, Ahmad; Mufidatin, Luluk; Romadhon, Saifullah Yusuf; Fauziah, Nurul Apris; Qaulika, Lola Lubna; Inayah, Anissatun; Roekhanafi, Dafit; Gunawan, Indra; Nurullah, Akhyar; Trisnawan, Imam Maulana; Mudrikah, Devi; Sofi, Nabilatus; Hakim, Muhammad Lukmanul; Aslorida, Bella Oktania; Ardhicaraka, Irvan Zaelana; Hidayanti, Ayuk
E-Dimas: Jurnal Pengabdian kepada Masyarakat Vol 16, No 4 (2025): E-DIMAS
Publisher : Universitas PGRI Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26877/e-dimas.v16i4.24828

Abstract

Budidaya bandeng (Chanos chanos) di tambak tradisional menghadapi tantangan ekologis yang berdampak pada produktivitas. Mitra kegiatan, kelompok tambak Cemara Indah di Desa Clering, mengalami masalah utama berupa kepadatan tinggi udang rebon (Acetes sp.) akibat sistem filtrasi air yang kurang memadai. Udang rebon berperan sebagai kompetitor dalam memanfaatkan pakan alami sehingga menekan pertumbuhan bandeng. Keberadaan hama kerang semakin memperburuk kondisi lingkungan dengan meningkatkan sedimentasi dan menurunkan kualitas dasar tambak. Di sisi lain, harga pakan komersial yang tinggi menjadi kendala tambahan bagi petambak tradisional. Kegiatan pengabdian ini bertujuan menganalisis faktor-faktor penghambat tersebut serta merumuskan strategi pengendalian yang efektif. Metode yang digunakan meliputi survei lapangan, identifikasi organisme pengganggu, pengukuran parameter kualitas air, eksperimen pemeliharaan, serta wawancara dengan mitra. Hasil kegiatan menunjukkan bahwa tingginya populasi udang rebon berbanding lurus dengan rendahnya laju pertumbuhan bandeng, sementara hama kerang menambah tekanan ekologis. Strategi pengendalian yang diterapkan berupa pemasangan filter alami pada saluran pemasukan air, penerapan bioflok sederhana, dan pemanfaatan pakan alternatif berbasis bahan lokal. Intervensi tersebut terbukti mampu menekan biaya produksi sekaligus meningkatkan hasil panen. Dengan demikian, kegiatan ini menegaskan pentingnya pendekatan ekologis dan ekonomis untuk mendukung keberlanjutan tambak bandeng tradisional.
Educational Tourism Activity Plan Rahayu, Mia; Gunawan, Indra; Munir, Bintang Aditya Wardhana Putra; muchlis, Nur farah fajriaty; A. Bakty, Andi Fatimah Maoudy
Journal La Sociale Vol. 7 No. 1 (2026): Journal La Sociale
Publisher : Borong Newinera Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37899/journal-la-sociale.v7i1.2763

Abstract

Fort Rotterdam is one of the most important historical heritage sites of Makassar and has great opportunities in terms of development as an educational tourism destination. Even though the site has a good level of architectural integrity and cultural relevancy, the education functionality of the site is underused. The current research aims at evaluating current tourism conditions, the experience of visitors in the learning process, and the perspective of institutions in order to come up with proper and sustainability designs of educational tourism activities. The study uses a qualitative descriptive research approach. The information was collected by direct observation, semi-structured interviews with the visitors and site managers, and documentary materials. The observation was based on physical conditions, interpretive facilities and patterns of visitor activity. The perceptions, learning difficulties, expectations, and managerial constraints were investigated during interviews. The data obtained were categorised thematically and analysed through interpretation, the aim of which was to outline salient patterns and relationships. The findings indicate that Fort Rotterdam is physically in good condition and well-decorated, but the education systems and interpretation media are not many and are too scattered. Tourists use the site mainly in the recreational context, and their understanding of the historical accounts is still incomprehensible. However, interactive, culturally based and participatory learning activities are highly viewed by the majority of visitors. The site managers too demonstrate a dedication to education enhancement but they face limitations of human resource and financial aid. Considering these results, the paper suggests working on interactive educational programmes, including puzzle activities based on Lontara and digital interpretation tools and community-related learning programs. The strategies are expected to support visitor interaction, increased historical awareness and sustainable heritage tourism development at Fort Rotterdam.
PENGAMANAN BERKAS DOKUMEN MENGGUNAKAN FUNGSI ALGORITMA STEGANOGRAFI LSB Gunawan, Indra; Sumarno, Sumarno; Irawan, Eka; Tambunan, Heru Satria
Algoritma: Jurnal Ilmu Komputer dan Informatika Vol 2, No 1 (2018): April 2018
Publisher : Universitas Islam Negeri Sumatera Utara

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (298.573 KB) | DOI: 10.30829/algoritma.v2i1.1617

Abstract

In the World of Information Technology computer science, data security something that is very important so that data can not be misused by some parties who have not / not have rights. In the delivery of documents documents is needed a security so that the document file can be accepted by those who have the right to receive it. It is therefore very necessary to process a document encryption / encryption file. Among the science of cryptography that can secure the document file such as LSB Steganography Algorithm (Least Significant Bit). This analysis aims to improve the security of document files by encoding a document file, then providing a password into the document file.Keywords : Encryption, Data Security, LSB Steganography, Files, Documents
Pemanfaatan Baja SKD 11 Sebagai Alternatif Pahat Bubut Afriadi, M. Faiz Muamar; Taufikurrahman, Taufikurrahman; Triputra, Yuli Asmara; Gunawan, Indra; Hendradinata, Hendradinata
TEKNIKA Vol. 20 No. 2 (2026): Teknika Mei 2026 (In Progress)
Publisher : Politeknik Negeri Sriwijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5281/zenodo.18759636

Abstract

AbstrakKeterbatasan kekerasan dan ketahanan aus baja pahat High Speed Steel (HSS) mendorong perlunya material alternatif dengan performa yang lebih baik. Penelitian ini bertujuan untuk menganalisis kelayakan baja SKD11 sebagai bahan alternatif pahat bubut berdasarkan pengujian kekerasan dan keausan. Metode penelitian meliputi perlakuan panas baja SKD11 melalui proses hardening dan tempering dengan variasi media quenching air dan oli. Pengujian kekerasan dilakukan menggunakan metode Vickers, sedangkan pengujian keausan dilakukan dengan metode gesek menggunakan Ogoshi Wear Testing Machine. Hasil penelitian menunjukkan bahwa baja SKD11 dengan quenching air menghasilkan nilai kekerasan tertinggi sebesar 788,46 VHN, melebihi standar kekerasan baja HSS, serta memiliki ketahanan aus terbaik dibandingkan variasi lainnya. Berdasarkan hasil tersebut, baja SKD11 dinyatakan layak digunakan sebagai bahan alternatif pahat bubut karena memiliki kekerasan dan ketahanan aus yang unggul, sehingga berpotensi meningkatkan umur pahat dan efisiensi proses pemesinan.Kata kunci— SKD11, HSS, perlakuan panas, kekerasan, keausan
Pengaruh Variasi Quenching Terhadap Kekerasan Material ASTM A532 Aditia, Dica; Taufikurrahman, Taufikurrahman; Hendradinata, Hendradinata; Gunawan, Indra
TEKNIKA Vol. 20 No. 2 (2026): Teknika Mei 2026 (In Progress)
Publisher : Politeknik Negeri Sriwijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5281/zenodo.18645845

Abstract

AbstrakTyre roller merupakan salah satu komponen pada vertical roller mill yang berfungsi menghancurkan dan menggiling material bahan mentah dalam proses produksi semen. Selama operasi, tyre roller mengalami keausan tinggi sehingga diperlukan material dengan sifat mekanik dan ketahanan aus yang baik, umumnya menggunakan ASTM A532. Penelitian ini bertujuan menganalisis pengaruh perlakuan quenching terhadap komposisi kimia dan kekerasan material ASTM A532 sebagai upaya peningkatan kinerja dan umur pakai komponen. Pengujian meliputi analisis komposisi kimia menggunakan XRF Analyzer dan pengujian kekerasan menggunakan metode Vickers. Variasi perlakuan yang digunakan meliputi material tanpa perlakuan, quenching dengan media silikon oil, dan quenching dengan media air. Hasil pengujian menunjukkan komposisi kimia material terdiri atas 1,03% C, 8,27% Cr, 1,06% Mn, 0,26% Mo, 0,23% Ni, dan 0,26% Cu. Nilai kekerasan meningkat dari 382,56 VHN (tanpa perlakuan) menjadi 411,16 VHN (quenching silikon oil) dan mencapai 440,84 VHN pada quenching air. Peningkatan kekerasan tertinggi pada media air menunjukkan terjadinya transformasi fasa yang lebih cepat dan pembentukan struktur mikro yang lebih keras. Hasil penelitian ini memberikan kontribusi praktis dalam pemilihan metode perlakuan panas yang optimal untuk meningkatkan ketahanan aus tyre roller, sehingga berpotensi memperpanjang umur pakai komponen, menurunkan frekuensi penggantian, dan meningkatkan efisiensi operasional pada industri semen. Kata kunci:Tyre roller, ASTM A532, Quenching, Kekerasan, Komposisi Kimia
Co-Authors A. Bakty, Andi Fatimah Maoudy Abdul Aziz Abdurrahman, Dadi Achmad Fathoni, Achmad Achsani , Muhammad Achva, RA. Jihan Ulima Ade Kusmana Adhika Pramita Widyassari Aditia, Dica Adrian Hidayat, Adrian Advocaat, Eldert Afriadi, M. Faiz Muamar Afrina Agusinta, Lira Agustiani, Nurwulan Agustina, Sumarti agustini, lila Ahadi, Eko Ahmad Junaidi Ahmad Saefudin Akbar, Azriel Albertus Husein Wawo Aldrin T, Edwin Alfita Puspa Handayani Alyaza, Vioni Nabila AMANDA, REGINA Ambariyanto Ambariyanto Amin Rejo Andy Andy Anggia Suci Pratiwi Anggraeni, Rr Dian Anggraini, Rosi Apandi, Khairul Aprillitzavivayarti, Aprillitzavivayarti Arbi Dimyati Ardhicaraka, Irvan Zaelana Ardini, Dias Arief, M. Fadillah Arinal Haq Izzawati Nurrahma Aris Sudianto Arya Kukuh Y Asep Setiawan Asidiqi, Egi Aslorida, Bella Oktania Asriatun, Sulastri Asti Tri Lestari, Asti Tri Astuti, Ella Dwi Astuti, Rini Juni Athallah, Ahmad Dzaki Ayu Vinlandari Wahyudi Ayunda, Yuli Septya Ayuni, Riski Baiq Andriska Candra Permana Bakti, Andi Prasetyo Bambang Sugeng Benyamin Sapiie Carolina Evelyn Cici Sofrawida Cottam, Mike A. Covinia Dinda Berliana Dalimunthe, Mahyuddin Damanik, Abdi Rahim Damanik, Meilani Damayanti, Frisca Damayanti, Nabila Zafira Darma Satria Dasumiati Daud Dedy Hartama Dedy Ronald Saragi Destriyanto, Salwa Aulia Dewansyah, Ahmad Rozan Doni Sofyawan Dwi P. Putro b Dwi Purnomo Dwi Purnomo Putro Edytia, Rhendy Effendi, Sairul Eka Irawan Eka Irawan Eka Nugroho, Fendra Eko Ahadi Eko Januari Wahyudi Eko Saputra Engkir Sukirman Ermawati, Siti Euis Saribanon, Euis Fadilah, Muhammad Arif Faozi, Balkis Fitriani Farida Lanawati Darsono Fathurrahman, Imam Fauziah, Nurul Apris Febri Irwansyah Febrian, Kaka Azi Fadhilah Febriani, Desi Febrianti, Adinda Febrianti, Yeni Ferdian, Farid Ferdiansyah, Fauzia Maulana Fernandes, Yogi Eka Firdaus . Fitri Fitri Fitri Nurlina Frandika, Kurniadi Fuad Nawawi, Fuad Gagad Restu Pratiwi, Gagad Restu Geraldo Alfaren Gilang Pratama, Amor Seta Ginting, Sulaiman Gold, David Gumelar, Agum Dwi Gustyawan, Tofan Hadmar, Ahmad Muhardin Hakim, Muhammad Lukmanul Hall, Robert Hamzan Ahmadi Hanafiah, Siti Salwa Handayani, lusi Handayani, Sri Hanggara, Gandi Hariana, Maman Harianto Harianto Hartama, Dedy Hartati, Puspita Hasbi Hazaa, Zuhair Mubarrak Hendra Hendra Hendradinata, Hendradinata Hennig, Juliane Hergisa, Rizky Hernawan, Eso Heru Satria Tambunan Heru Satria Tambunan, Heru Satria Hibban, Muhammad Ibnu Hidayanti, Ayuk Hirawan, Fajar Huang, Xuan-Yi Huda, M. Afriza Miftahul Hutabarat, Ari Napas Ika Okta Kirana Ika Okta Kirana IKHSAN SATRIA IRIANTO Inayah, Anissatun Indradewa, Rhian Indriyani, Dwi May Ismail Ismail Jaharah, Nisa Janter Manuel Gultom Jeli Marlita Jonathan Rante Carreon Joni Kutu Kampilong Jose Andreas Tampubolon Kamara, Ishmael Kertawijaya, Lalu Khoiriyah, Solatun Kholidah, Nur Kirana, Ika Okta Kirana, Ika Okta Kirana, Putri Kurniawati, Ade Kusnawan, Agus Kustiawan, Unggul Kusumawardhani, Trisnawati Liliek S. Hermanu, Liliek S. Lilis Lismayanti Lismaryanti, Susi M. Arif Musthofa M. Henityo Agung As'adi M. RIZKY RAMADHAN Machmury, Andri Maharani, Aulia Maharani, Suci Mahdi Bahar Mahputra, Sandi Mahpuz, Mr. Mahpuz Makdalena, Makdalena Mamun, Selfiyani Manrung, Dina Patresia Samuana Mardhotillah, Muhammad Zafran Mardiansyah, Feby Valentin Margaret, Swisci Marlina Tarigan, Tetty Maulana, Habib Gustaf Mawardi, Wildan Meilani Damanik Melda Agnes Manuhutu Meli Hadiana Mezan el-Khaeri Kesuma Miftahul Falah Mitra, Aisa Dinda Mochammad Yunus, Mochammad Moses Lorensius Parlinggoman Hutabarat Muarif, M. Awal Muchlis, Nur Farah Fajriaty Mudrikah, Devi Mufidatin, Luluk Muh Askal Basir, Muh Askal Muhamad Syukur Muhammad Danni Fawwas Songida Muhammad Fajri Muhammad Ridwan Lubis Muhammad Saefulloh Muhammad Taufik Hidayat Muhammad Wasil Muhammad Zarlis, Muhammad Muhammad, Nizar Mulana, Syuaib Afri Munir, Bintang Aditya Wardhana Putra Mushafiqih, Harry Nabila Yudisha Nani, Ayu Nasution, Zulaini Masruro Nazila, Wa Ode Ninik Setyowati Novianto, Fauzan Akbar Novira, Tita Aulya Novita, Eka Revi Nugraha, Agus Nurhasan, Muhammad Nurhayati Nurhayati Nurullah, Akhyar Nurwijayanti Oktafiana, Brina Pamumpuni, Astyka Panessai, Ismail Yusuf parlindungan sihombing, andreas Peni Lestari Pitri, Alisya Pownall, Jonathan M. Pramono Pratama, Dioni Yoga Pudji Rahayu puput eka suryani purba, lia cintia Purnama, Marselia Purnomo, Dentaruni Cahya Puspasari, Afrin Puspita Hartati Putra Adi Wijaya Putra, Ananta Putra, Bonse Aris Mandala Putra, Rizky Yulion Putri Lestari, Putri Putri, Fenoria Qaulika, Lola Lubna Qori, Elinnah Rachmatullah P.P., Tegar Bagaskoro Radjiq, Ahmad Rafai, Muhammad Rahayu, Mia rahmayani, sri Ramadhan, Ryan Ramadhani, Annisa Nur Rambe, Rahmi Dwi Handayani Ramzani, Herdiansyah Renold Renold Restiana, Nia Rida , Rizkha Ridho Setiawan, M. Alif Rifqoh, Hiro Ristiana, Tati Riswani Rizki Ananda Rizky Khairunnisa Sormin Rizky, Dany Agung Roekhanafi, Dafit Romadhon, Saifullah Yusuf Rosnawanty, Rosy Roswanty, Rosy Rosyadi, Ajib Rudyawan, Alfend Rusman, Mira Nailufar Ryke Kalalo, Rieneke Sabrina, Putri Nur Sadali, Muhamad Saipullah, Fasya Samara, Aldi Sampurno, Rachmat Dwi Sani, Almadora Anwar Saputra, Antoni Sari, Nina Pamela Saryomo, Saryomo Setianingsih Setianingsih, Setianingsih Setyaputri, Khairina Eka Sevastjanova, Inga Siahaan, Septri Wanti Siahaan, Septri Wanti Sianipar, Kristin Daya Rohani Sianipar, Kristin Daya Rohani Sidik, Rizki Muhamad Sihombing, Benyamin Simbolon, Fenty Maimunah Siregar, Marina Sitindaon, Rina S.E Soegeng Witjahjo Sofi, Nabilatus Sopianti, Gita Sudjatno, Agus Suggate, Simon Suhartini Suhartini Sujinah Sujinah Sumarno . Sumarno Sumarno Sumarno Sumarno Suparmi Suparmi Surya Darma Suryana, Didi Susanti Alawiyah Susanti, Metta Sutandi, Sutandi Sutarmi, Sutarmi Syahfandi Ahda Syamsul Rizal Tamami Solihati, Silfa Taofik Muhammad Taufikurrahman Taufikurrahman Tavip Indrayana Tavip Indrayana Teguh Adi Saputra Tersta, Fricilla Wulan Tetty Marlina Tarigan Tino Imam Maulana Pratama Trikoesoemaningtyas Trimo Saputro Triputra, Yuli Asmara Trisnawan, Imam Maulana Tumangger, Maruli Vandan Wiliyanti Verdiana, Elfa Olivia Wadid Rante, Margaretha Wahyu Widiyono Wahyudianingsih, Wahyudianingsih wandi Warijan Warijan Wati, Indah Watkinson, Ian M. Wawan Gunawan Wawan Gunawan A. Kadir Wijaya, Lalu Kerta Wijaya, Putra Adi Yani Heryani Yelmi, Yelmi Yohanes Bahari Yuda Permana Yudi Ahmad Faisal Yuli Yanti Yundi Fitrah Yustinus Purwamargapratala Yuyun Febriani Zainal Abidin Zamaludin, Helmi Fauzan Zimmermann, Sebastian