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Decision Support System for Determining the Best Coffee Shop Using the Multi Attribute Utility Theory (MAUT) Method with Rank Order Centroid (ROC) Weighting Ermis Claudia Malau, Risa; Mesran
Journal of Decision Support System Research Vol. 2 No. 2 (2025): January 2025
Publisher : ADA Research Center

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.64366/dss.v2i2.94

Abstract

This study discusses the development of a decision support system (DSS) to determine the best coffee shop using the Multi Attribute Utility Theory (MAUT) method and Rank Order Centroid (ROC) weighting. The background of this research is based on the rapid growth of the coffee shop business, which has led to intense competition, requiring business owners to have appropriate strategies and decision-making in choosing a strategic location, adequate facilities, and competitive pricing. The MAUT method is applied because it can accommodate various attributes and criteria that influence decision-making, while ROC is utilized to assign objective weights to each criterion. This study involved five alternative coffee shops, and five evaluation criteria. The results of the calculations show that Coffee Lab achieved the highest final utility value of 0.718, thus being ranked as the best coffee shop, followed by Coffeenatics with 0.395 in second place, Dominico with 0.233 in third place, Kallia with 0.188 in fourth place, and Kopi Tuya with 0.054 in the last position. These findings demonstrate that the application of the MAUT method with ROC weighting can provide objective, systematic, and accurate recommendations in determining the best alternative based on the established criteria. Therefore, this research is expected to serve as a reference for the application of DSS in the coffee shop business sector as well as in other areas that require multi-criteria decision-making.
Sistem Pendukung Keputusan Rekomendasi Pemilihan Calon Ketua BEM dengan Menggunakan Metode MOORA Halomoan Hasibuan, Haposan; Laia, Sarpita; Mesran
Journal of Decision Support System Research Vol. 2 No. 2 (2025): January 2025
Publisher : ADA Research Center

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.64366/dss.v2i2.96

Abstract

The Student Executive Board (BEM) is an official student organization that holds a strategic role as a forum for aspirations, advocacy, coordination, and the development of student potential in higher education institutions. The election of BEM chairman candidates at Universitas Budi Darma was previously conducted manually, making it less efficient and lacking systematic evaluation criteria. Therefore, this study aims to design a decision support system (DSS) for selecting BEM chairman candidates using the Multi-Objective Optimization on the basis of Ratio Analysis (MOORA) method. The MOORA method was chosen because it is capable of optimizing various conflicting criteria simultaneously. This study involved seven alternative candidates and seven criteria, namely leadership training (LDK), student activity, vision and mission, semester GPA (IPS), non-academic achievements, academic achievements, and semester level, with weights determined using the Rank Order Centroid (ROC) method. The collected data were then processed through normalization, weighting, and MOORA optimization calculations to determine candidate rankings. The results showed that out of the seven candidates, the best alternative was obtained by candidate A3 named Debby with a score of 0.4108. The implementation of this system proved to provide objective, fast, and accurate recommendations in determining the most suitable BEM chairman candidate. Thus, the MOORA method can serve as an effective solution to improve the quality of the BEM election process and support the enhancement of student organizational performance at Universitas Budi Darma.
Sistem Pendukung Keputusan dalam Pemilihan Surat Kabar Online Terbaik dengan Metode WASPAS Mesran; Ahmadfauzy; Aniyanti Tafonao; Mahesa Raihan Rifqi; Setiawansyah
Journal of Decision Support System Research Vol. 2 No. 3 (2025): May 2025
Publisher : ADA Research Center

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.64366/dss.v2i3.101

Abstract

The development of the internet makes it easier for us to get information, we don't have to buy newspapers or magazines to get information. We only use various social media to get information easily and quickly. This online newspaper provides many benefits for us in getting information, but in getting information online we need to be careful because there are also positive and negative impacts in this online newspaper. Sometimes they provide information that is not filtered first and are wrong in providing the information and the news is not clear so that there are often promblematics for many people in reading information on social media. So in solving the problems that occur in the selection of online newspapers, several criteria are needed including Reputation & Credibility, News Content, Journalism Quality, Platform Availability and Interactivity Level. So that in solving the above problems, the author needs a tool to solve the problem, namely SPK. SPK is a computerised tool in problem solving using real data in order to get or obtain clear and accurate information results. In this study the authors used the WASPAS method to find the final results accurately. So with that, the one who gets the highest rank in the selection of the best online newspaper is Kompas.com with a value of 1 and followed by Detikcom with an acquisition value of 0.76032.
Combination of Multi-Attributive Ideal-Real Comparative Analysis and Rank Order Centroid in Supplier Performance Evaluation Arshad, Muhammad Waqas; Setiawansyah; Mesran; Desyanti
KLIK: Kajian Ilmiah Informatika dan Komputer Vol. 4 No. 4 (2024): Februari 2024
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/klik.v4i4.1677

Abstract

Supplier performance evaluation is a critical aspect of supply chain management that focuses on assessing and monitoring the performance of suppliers. Supplier performance evaluation not only provides benefits for the company, but also motivates suppliers to improve their quality standards and operational efficiency. This study aims to evaluate supplier performance based on existing assessment data by applying the ROC method to determine the weight of the criteria used, then the MAIRCA method will evaluate supplier performance so that it will produce a rating of supplier performance evaluation which will be a decision recommendation for companies in assessing the performance of existing suppliers. The combination of ROC and MAIRCA weighting methods forms a powerful approach in addressing the complexity and challenges of multi-criteria decision making. ROC with its focus on relative ranking criteria, whereas MAIRCA which considers the difference between ideal and real conditions, presents complementary perspectives. By combining the two, decision makers can generate a more contextual and informational weight of criteria. The ranking result graph in figure 4 shows the best supplier performance obtained on behalf of Supplier C with a final value of 0.052391944 ranked 1, then on behalf of Supplier F with a final value of 0.050077222 ranked 2, and on behalf of Supplier G with a final value of 0.049074028 ranked 3.
Combination of Rank Sum and Multi Attribute Utility Theory in Determining the Best Receptionist Performance Arshad, Muhammad Waqas; Setiawansyah, Setiawansyah; Mesran
KLIK: Kajian Ilmiah Informatika dan Komputer Vol. 4 No. 5 (2024): April 2024
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/klik.v4i5.1791

Abstract

As the frontline of the service industry, a receptionist's performance not only reflects his professionalism, but also affects the first impression and overall customer experience. Problems in assessing the performance of a receptionist can include several things, namely difficulty measuring the quality of social interactions objectively, performance appraisals often focus more on administrative tasks, lack of understanding of the receptionist's role as a liaison between the company and customers, difficulty in assessing intangible aspects such as friendliness, patience, or the ability to respond to changing customer needs quickly and efficiently. The combination of rank sum weighting methods and Multi-Attribute Utility Theory (MAUT) can result in a more holistic and robust approach to decision making. In this approach, the rank sum weighting method can be used to get an initial picture of the relative preferences of various alternatives, while MAUT can be used to dig deeper into those preferences and account for complex factors such as attribute weights and utility values. By combining these two methods, decision makers can gain a deeper understanding of their preferences, while still maintaining openness to multiple perspectives and information. The results of the ranking of the best cashier performance the 1st best cashier with a value of 0.574 obtained by Zulaikah, the 2nd best cashier with a value of 0.473 obtained by Arini, and the 3rd best cashier with a value of 0.337 obtained by Lilik Karlina.
Penentuan Penerima Beasiswa PPA Usulan dengan Menerapkan K-Means Clustering dan Multi Attribute Utility Theory Method Mesran, Mesran
TIN: Terapan Informatika Nusantara Vol 5 No 3 (2024): August 2024
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/tin.v5i3.5805

Abstract

The government launched the Proposed Academic Achievement Scholarship (PPA) Program to help outstanding students. This scholarship is open to diploma and undergraduate students throughout Indonesia, both at state and private universities. Recommendations for this scholarship can be submitted by various parties, such as universities, government, NGOs, or organizations/companies. Apart from that, this program still has several shortcomings in its distribution, such as the lack of accurate data regarding the economic conditions and academic achievements of students which hinders the process of determining scholarship recipients who are on target, the large number of applicants and the manual process used takes a long time and has the potential to cause errors. This causes delays in distributing scholarships to recipients, in addition to the lack of clear and measurable criteria in the assessment process opening up opportunities for nepotism and favoritism, so that scholarship recipients are not always the most capable. To overcome this problem, data mining techniques are used, namely K-Means Clustering and decision making using the MAUT method. The reason this research combines the two methods is because K-Means groups students with similar GPA values, so that less data is selected using MAUT. There are 5 criteria used to select scholarship recipients including GPA, parents' income, academic achievement, non-academic achievement and ethics. This research sample took 150 students. Data was collected using K-Means Clustering into two clusters with the final centroid value of Cluster_0: 3,636 (79 data) and Cluster_1: 2,897 (71 data). Cluster_0 was chosen for the next process because it has a higher centroid value. As a result of selection using the MAUT method, 15 students were declared entitled to receive scholarships. The student with the highest final score was Monalisa Marbun (0.583) and the lowest (15th place) was Jonathan Panca S P Gultom (0.386).
Efektivitas Bimbingan Belajar Baca Tulis Al Qur’an Dalam Meningkatkan Kemampuan Membaca Al-Qur’an Siswa di MTS Al-Washliyah 30 Pematang Guntung Nur Arif, Muhammad; Mesran, Mesran; Yurmaini, Yurmaini
Jurnal Pendidikan Tambusai Vol. 8 No. 1 (2024): April 2024
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai, Riau, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jptam.v8i1.13208

Abstract

Al-Qur’an merupakan pedoman hidup bagi manusia. Tidak meratanya program Bimbingan Belajar Baca Tulis Al-Qur’an di setiap kelas merupakan salah satu penyebab terhambatnya kemampuan membaca Al-Qur’an pada siswa. Salah satu upaya untuk mengadakan program Bimbingan Baca Tulis Al-Qur’an di setiap kelas adalah dengan kegiatan membaca Al-Qur’an setiap pagi sebelum kegiatan pembelajaran dimulai selama ± 30 menit. Penelitian ini berjenis kualitatif. Tujuan dari penelitian ini adalah untuk mengetahui bagaimana dan hambatan dari efektivitas bimbingan Belajar Baca Tulis Al-Qur’an di Mts Al-Washliyah 30 Pematang Guntung. Teknik pengumpulan data yang dilakukan peneliti berupa observasi, wawancara dan dokumentasi untuk memperoleh data yang berkaitan dengan keadaan umum dan khusus di Mts Al-Washliyah 30 Pematang Guntung. Berdasarkan hasil penelitian, dapat disimpulkan bahwa adanya kegiatan bimbingan Belajar Baca Tulis Al-Qur’an sangat efektif untuk meningkatkan kemampuan membaca Al-Qur’an pada siswa.
Problematika Pembelajaran dalam Mata Pelajaran Bahasa Arab di Kelas VII A MTsN 3 Labuhan Batu Azhar, Pitria; Mesran, Mesran; Yurmaini, Yurmaini
Jurnal Pendidikan Tambusai Vol. 8 No. 2 (2024)
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai, Riau, Indonesia

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

Abstract

Penelitian dalam skripsi ini mengacu pada dua pokok permasalahan antara lain: 1) Mengetahui problematika pembelajaran Bahasa Arab pada siswa-siswi kelas VII A MTsN 3 Labuhan Batu, 2) Mengetahui bagaimana proses pembelajaran Bahasa Arab di kelas VII A MTsN 3 Labuhan Batu. Penelitian ini menggunakan jenis penelitian lapangan (field research) yang bersifat kualitatif. Pengumpulan data dilakukan dalam bentuk interview (wawancara), observasi (pengamatan), dokumentasi dan lain sebagainya. Teknik analisa data. Analisa data dalam penelitian ini yaitu dengan metode analisa kualitatif dilakukan sejak sebelum memasuki lapangan, selama dilapangan dan setelah selesai di lapangan. Berdasarkan hasil analisis dan pembahasan dari penelitian ini, maka dapat disimpulkan bahwa problematika pembelajaran Bahasa Arab pada siswa-siswi diantaranya:1) Peserta didik kurang memiliki kemauan untuk belajar Bahasa Arab 2) Latar belakang lingkungan yang kurang mendukung kemajuan prestasi belajar 3) Peserta didik kurang memiliki rasa percaya diri dalam Bahasa Arab.
Korelasi Sistem Zonasi dengan Optimalisasi Belajar Siswa di Madrasah Tsanawiyah Al-Washliyah Kedaisianam Lathifa, Lathifa; Mesran, Mesran; Yurmaini, Yurmaini
Jurnal Pendidikan Tambusai Vol. 8 No. 2 (2024)
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai, Riau, Indonesia

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

Abstract

Tujuan dari penelitian ini adalah “Untuk mengetahui apakah ada korelasi sistem zonasi dengan optimalisasi belajar siswa di Madrasah Tsanawiyah Al-Washliyah Kedai Sianam. Jenis penelitian ini merupakan penelitian lapangan (field research). Pengelolaan data pada penelitian ini menggunakan dua teknik analisis, yaitu analisis deskriptif dan analisis statistika inferensial. Berdasarkan hasil penelitian diperoleh (1) Sistem zonasi kelas VIII di MTs Al Washliyah Kedaisianam, berdasarkan hasil penelitian dengan 34 peserta didik, 5 orang responden berada pada kategori rendah dengan persentase 14,70%, 22 orang responden berada pada kategori sedang dengan persentase 64,70% dan 7 orang responden pada kategori tinggi dengan persentase 20,58%. Dengan nilai rata-rata sistem zonasi kelas VIII di MTs Al Washliyah Kedaisianam sebesar 45% berada pada kategori sedang. (2) optimalisasi hasil belajar siswa kelas VIII di MTs Al Washliyah Kedaisianam, berdasarkan hasil analisis penelitian dengan 34 peserta didik, 3 orang responden berada pada kategori rendah dengan persentase 8,82% , 27 orang responden berada pada kategori sedang dengan persentase 79,41% dan 4 orang responden pada kategori tinggi dengan persentase 11,76%. Dengan nilai rata-rata motivasi belajar peserta didik kelas VIII di MTs Al Washliyah Kedaisianam sebesar 45% berada pada kategori sedang.
Exploring Energy Data through Clustering: A Hyperparameter Approach to Mapping Indonesia's Primary Energy Supply Windarto, Agus Perdana; Rosanti, Yerika Puspa; Mesran, Mesran
Jurnal Ilmiah Teknik Elektro Komputer dan Informatika Vol. 10 No. 2 (2024): June
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26555/jiteki.v10i2.29032

Abstract

The rapid economic growth and population development in Indonesia have significantly increased the demand for energy, presenting complex challenges in managing the primary energy supply due to geographical variability and dispersed natural resources. This study addresses these challenges by applying clustering techniques with a hyperparameter approach to explore and map Indonesia's primary energy supply. The research contributes to the field by offering an effective method for analyzing energy data patterns and optimizing energy management. Secondary data on energy production, consumption, and distribution from reliable sources such as the Ministry of Energy and Mineral Resources were collected and analyzed. Various clustering algorithms, including K-Means, Fast K-Means, X-Means, and K-Medoids, were applied to identify energy supply patterns across different regions. The Davies-Bouldin Index was used to evaluate the effectiveness of the clustering algorithms. The results indicate that distance measures such as Euclidean Distance and Chebychev Distance consistently show excellent clustering performance. The study found that the choice of distance measure significantly impacts the clustering quality. The insights gained from this analysis provide valuable information for stakeholders involved in energy planning and policy-making, enhancing the efficiency and sustainability of energy management in Indonesia. This research establishes a foundation for further detailed and holistic energy data analysis, supporting better decision-making in energy planning and development.
Co-Authors A M Hatuaon Sihite A.A. Ketut Agung Cahyawan W Abdi Harfani Abdul Halim Abdul Halim Abdul Karim Ade Ayunda Kusuma Ade Priyatna Ade Tursina Adinda Rahmadhani Afriany, Joli Afriyani Nasution Afsah Rizki Ageng Puspita Pratidina Agung Triayudi Agus Perdana Windarto Agustina Sidabutar Agustina Sidabutar Ahlan Ismono Ahmad Yanda Ahmadfauzy Akbar Iskandar Al-Hafiz, Nofri Wandi Aldisa, Rima Tamara Alexius Ulan Bani Alwin Fau Amanudin Harahap Andini, Nadira Andreas Gerhard Simorangkir Andreas Gerhard Simorangkir Andsyah Putera Utama Siahaan Andysah Putera Utama Siahaan Anisa Anisa Aniyanti Tafonao Annisa Fadillah Siregar Annisa Siregar Arahman Harahap Arahman Harahap Ardinsah Ardinsah Arif Setiawan Arifin, Soeb Arifin, Soeb Arina Mana Sikana Ariska, Melinda Arjun Nainggolan Armanila Armanila Armanila armanila, Armanila Arshad, Muhammad Waqas Asep Toyib Hidayat Asia Arinanda Singarimbun Asruddin Asyahri Hadi Nasyuha Azhar, Pitria Azhima, Idzni Azni, Ayu Iryanti Bahagia Elfrando Nababan Bangun, Budianto Bangun, Teguh Pratama Barkat Harefa Batubara, Gunawan Besus Maula Sulthon Bintang, Muhammad Rizki Olihta Bister Purba Boangmanalu, Mei Mariana Butarbutar, Lambok Harry OA Chandra Frenki Sianturi Cici Alfiani Pradika Dita Cindy Nanda Sari Cut Rafyqa Fadhilah Dahanum, Ismay Dahrul, Dahrul Darma Setiawan Putra Darma Setiawan Putra Darmawan Napitupulu Daulay, Nelly Khairani Debi Guzmaliza Deby Monalisa Simanjuntak Dede Winta Sipahutar Delvi Syahfitri Dendy Frans Gunawan Hutagalung Desyanti Desyanti - Desyanti Desyanti Desyanti Devi Purnama Sari Devi, Wanda Tofani Dian Yunita Sihombing Dikki Handoko Dimas Hadityo Ramadan Dinda Saputri Gea Dini Nofrisa Dirja Hasibuan Dirja Hasibuan Dito Putro Utomo Dodi Siregar Dodi Siregar Dodi Siregar Dormian Sihombing Dwi Satria, M. Najib Dwika Assrani Dwika Assrani Dwina Pri Indini Dwina Pri Indini Ebenezer Maston Sinaga Efendi, Syahril Efori Buulolo Eka Murlisah Eka Pratiwi Sumantri Eko Maruli Tua Situmorang Elisabet Simbolon Emmy Syafitri Erlin Windia Ambarsari Ermis Claudia Malau, Risa Fadillah, Rizkah Fadlina Fadlina, F Fahrul Mahdi Faisal Fajar Syahputra Fatimah Fatimah Nadratul Hakim Fatiyah Saidah Fatiyah Saidah Fazlur Rahman Febrianus Gea Febrianus Gea Fifto Nugroho Fince Tinus Waruwu Fince Tinus Waruwu Fira Aulia Nadia Fitry AF Togatorop Frans Pernando Hutagaol Friska Irma Yanti Garuda Ginting Ginting, Permanan Ginting, Permanan Guidio Leonarde Ginting Guidio Leonarde Ginting Hadar Putra Daulay Hafizhoh, Syariah Halomoan Hasibuan, Haposan Hany Maria Valentine Harahap, Andi Syahputra Harahap, Arahman Harahap, Nikmah Royani Hari Utari, Hari Harmayani Hasnah Siahaan Hasnah Siahaan Hasnil Aida Henry K Siburian Hetty Rohayani Hikma Widayu Hotmoko Tumanggor Hotni Sari Harahap Hower Gultom, Eisen Husni Mubarrak Hutabarat, Pahotton Hutabarat, Sumiaty Adelina Hutagalung, Dendy Frans Gunawan Hutagalung, Siti Nurhabibah Hutapea, Betrik J Hutapea, Betrik J Hutapea, Novita Sari I Gede Iwan Sudipa Ida Mayanju Pandiangan Ida Rizky Nasution Ikhwan Lubis Imam Saputra Imam Saputra Imam Saputra Imam Solihin Iman Judi Tua Situmeang Imelda Sinaga Indini, Dwina Pri Irma Irma Irvan Siahaan Irwan Irwan Irwansyah Irwansyah Ismay Dahanum Isnain, Auliya Rahman Iwan Purnama Jaafar, Mime Azrina Jahraini, Ratu Adnin Jeremiati Sitorus Jeremiati Sitorus Joko Saputro Joli Afriany Juanda Hakim Lubis Juanda Hakim Lubis Juanda Hakim Lubis Juanda Hakim Lubis Jufriadif Na`am, Jufriadif Julaysa, Julaysa Jumpa Dorisman Rajagukguk Kamalia Safitri, Kamalia Kasta Yudha Siahaan Kasta Yudha Siahaan Kelik Sussolaikah Kelik Sussolaikah Kennedi Tampubolon Kermanosiavic Noverdianto Siahaan Khaerany Nisfiary, Reny Khairani, Reni Khairul Adha, Khairul Khairul Imtihan Khairunnisa Khairunnisa Khasanah Khasanah Kiki Andika Kristian Siregar Kurnia Ulfa Kurnia Ulfa Kusmanto Kusuma, Ade Ayunda Laia, Sarpita Lathifa, Lathifa Lidia K Simanjuntak Lidia Kristiani Simanjuntak Lidya Puspita Dewi Lince Tomoria Sianturi Lubis, Akhyar Lubis, Ikhwan Lubis, M.Syukri Azwar Lubis, Ridha Maya Faza Lubis, Utami Rahma Sari Lubis, Utami Rahma Sari Lumban Batu, Wahyu Harry Bai Maharani Maharani, Maharani Mahardika, Wiyuda Pratama Mahesa Raihan Rifqi Manalu, Hardi Giat Sofian Manik, Junus Dohar Marbun, Desika Maret Sitanggang Maringan Sianturi Marlya Fatira AK Martono Martono Martua Raja Siregar Matondang, Hasiholan Mawan Br Hutahaean Mega Oktaviani Pohan Mei Mariana Boangmanalu Melda Panjaitan Melinda Ariska Mentari Ananda Hasmi Meryance V Siagian Meryance V Siagian Mesran, Rian Syahputra Miranda, Rina Mizwar, Tedi Mohammad Taufan Asri Zaen Muhammad Irfan Muhammad Luthfi Akbar Muhammad Luthfi Akbar Muhammad Rizky Ramadhan Muhammad Syahril Muhammad Syahrizal Muhammad Tri Vaneza Muhammad Yusuf Batubara Muhammad Zarlis, Muhammad Muntari, Siti Murdani Murdani Murdani, Murdani Naibaho, Dahner Junedi Nanda Sopianto Nasrul Hidayat Harahap Nastiti, Sindy Nasution, Aisah Amini Nasution, Annio Indah Lestari Nasution, Hasnil Aida Natalia Silalahi Natalia Silalahi Natalia Silalahi Natalia Silalahi, Natalia Nelly Astuti Hasibuan Nelly Khairani Daulay Nelly Khairani Daulay Nelly Khairani Daulay Niken Aprilia Nila, Armanila Ningsih, Trans Nirmalasari, Suasanti Nirmalasari, Susanti Nisfiary, Reny Khaerany Nizam, Muhammad Khairul Noferianto Sitompul Nola Dita Puspa Nola Dita Puspa Nona Oktari Nova Saragih Noveriang Ndruru NS, Eka Widya Nuari, Reflan Nuning Kurniasih NUR ARIF, MUHAMMAD Nur Sakinah Tanjung Nur Wulandari Nurdiyanto, Heri Nurhabibah, Siti Nurhabibah, Siti Nurhayati Harahap Nurhayati Nurhayati Nurmayana Sari Nursaka Putra Nurul Aini Nurul Ajimah Ritonga, Merdayana, Sakdan Azwan Nurul Huda Nurul Izzah Hadiana Nurwahid, Fahri Pakpahan, Elsi Yulianti Pandiangan, Ida Mayanju Panjaitan, Fricia Oktaviani Panjaitan, Melda Panjaitan, Melda Pardamean Pasaribu, Burju Partogi Simanjuntak Paska Miranda Sitanggang Perani Rosyani Permanan Ginting Permanan Ginting Pohan, Nurhikmah Poltak Sihombing Prabowo, Widodo Arif Pratidina, Ageng Puspita Pratiwi, Elsa Pristiwanto Pristiwanto Pristiwanto Pristiwanto, Pristiwanto Puji Sari Ramadhan Purba, Bister Purba, Rohan Kristini Purnama, Ade Novian Putra Heri Putri Chairunisyah Putri Ramadhani Putri Ramadhani, Putri Putri Sianturi Qomaini, Ahmad Rabli Hari Mulia Rahma Yuni Simanullang Rahmi Ramadhani Raja Yusuf Rajagukguk, Jumpa Dorisman Rakhmi Khalida Ramadan, Bagus Satrio Ramadhan, Puji S Ramadhan, Puji S Ramadhan, Saidi Ramli, M Saidina Rani Patricia Manalu Rasli, Roznim Mohamad Reflan Revife Purba renaldi, reno Restu Riadi Ria Ramadhani Syahputri Rian Syahputra Ricard Ricardo Rima Tamara Aldisa Rio Irwansyah Riska Aryanti Riski Ferita Wahyu Riszki Fadillah Rita Megawati Siburian Ritonga, Muhammad Tohir Ritonga, Rani Syahfitri Ritonga, Uba Rizka Pratiwi Rizkah Fadillah Rizkina, Seila Rohan Kristini Purba Rohmat Indra Borman Rohminatin, Rohminatin Ronal Watrianthos Ronda Deli Sianturi Rosaima Situmorang Rosanti, Yerika Puspa Rosnizam, Rosnizam Royanti Manurung Roznim, Roznim Rudha Raihan Rudi Sidabutar Rusiana Rusiana Ruziana binti Mohamad Rasli Ryan Randy Suryono S Sunaryo Safrizal Barus Sagala, Gamrina Saidah Rizki Tanjung Saidah, Fatiyah Saidi Ramadhan Saiful Akhyar Lubis Saiful Nur Arif Sallaby, Achmad Fikri Salsabila Edrin Samosir, Adinda Rezeki Samuel Ramos Sanriomi Sintaro Santri W Pasaribu Sanwani Sanwani SANWANI SANWANI, SANWANI Saragih, Rico Albert Sardima Siregar Sari Hafizoh Sari, Cindy Nanda Sari, Herlina Sari, Sri Indah Sarpita Laia Sarumaha, Farel Notafelling Sarwandi Wandi Sarwandi, Sarwandi Sekar Ayu Lestari Selpi Anita Setiawansyah Setiawansyah Shinta Esabella Siagian, Meryance V Siahaan, Hasnah Siahaan, Martina Klarasia Sianturi, Putri Siburian, Henry Kristian Sihombing, Johannes Syahputra Silalahi, Yohanna Silalahi, Yohanna Simamora, Lita Martauli Simanjuntak, Deby Monalisa Simanjuntak, Handayani Simanjuntak, Lidia Kristiani Simanjuntak, Paulus Simanullang, Rahma Yuni Sinaga, Putra Sejati Sirait, Ika Paulina Siregar, Agnes Siregar, Agnes Siregar, Cindy Astika Siregar, Syamsimahara Siregar, Tesa Aurelia Siti Hummairoh Siti Khairunnisa Siti Nurhabibah Hutagalung Siti Nurhabibah Hutagalung Siti Nurhalizah Situmorang, Dharma Bakti Situmorang, Pandia Gunawan Situmorang, Pandia Gunawan Soeb Aripin Solihin, Imam Solly Aryza Sonya Malinda Harahap Soraya Rahma Hayati Sri Wulan, Sri Sriwahyuni Hutagalung Subagio, Relo Suci Hildayani Suginam Suginam Suha Alvita Sunaryo, S Supiyandi Supiyandi Supriyanto Surya Darma Nasution Susi Agustini Sinaga Sussolaikah, Kelik Sutiksno, Dian Utami Swandi Dedi Arnold Pardede Syafrida Hafni Sahir Syahputra, Fajar Syariah Hafidzhoh Syariah Hafizhoh Tambusai, Robbi Tanjung, Rizki Yanur Tarigan, Safrin Zulkarnain Taronisokhi Zebua Teddy Erlambang Teddy Erlambang Teddy Teddy, Teddy Erlambang Tedi Mizwar Tesa Aurelia Siregar Tessa Y M Sihite Theresya Yohana Jesica Nainggolan Tiurima Tampubolon Tongam E Panggabean Trans Ningsih Trans Ningsih Trisman Andika Hulu Try Wahyudi, Try USWATUN HASANAH Uswatun Hasanah Vera Meikana Sitorus Vina Winda Sari Vriska Amanda Wahyu Harry Bai Lumbanbatu Wahyu, Riski Ferita Wanda Tofani Devi Rangkuti Wang, Junhai Wanto, Anjar Waqas Arshad, Muhammad Wardayani Wardayani, Wardayani Wartomo, Wartomo Welly Desriyati Widodo Arif Prabowo Widya Indah Safitri William Ramdhan Wily Julitawaty Windiyani Barus Wiwien Ngesti Hia Wulan Kartika Murti Wulandari, Faras Tira Yanto Murnihati Waruwu Yarimani Laia Yasir Hasan Yeni Setiani Yessika Floriana Manalu Yosa`aro Zai Yuhandri Yuhandri Yuhandri Yuhandri, Yuhandri Yuliani, Ega Yuri Rahmanto Yurmaini Yurmaini, Yurmaini Yustinus Zai Zahri Hubby Ramadhani Zai, Iwanman Zay, Rani Aflisa Zaza Mutiara Arini Zulkifli Zulkifli Zuriatul Husna