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Perbandingan Support Vector Machine dan Naïve Bayes Terkait Kepuasan Pengguna Bus Listrik Kota Medan Mesanda, Zery; Ikhsan, Muhammad
Journal of Computer System and Informatics (JoSYC) Vol 5 No 4 (2024): August 2024
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josyc.v5i4.5556

Abstract

The city government has introduced an initiative to use electric buses as a cleaner and more sustainable alternative. The success of a public transportation system is not only determined by the availability of fleet and infrastructure, but also by the level of user satisfaction. User satisfaction is an important indicator that reflects the extent to which the service meets users' expectations and needs. Therefore, an in-depth understanding of the factors that influence user satisfaction, as well as the ability to predict and manage them, is key in improving the quality of public transportation services, including usage. In an effort to understand and improve trolleybus user satisfaction in Medan City, an adequate predictive analysis approach is required. By using methods such as Support Vector Machine (SVM) and Naïve Bayes, we can develop predictive models that can identify patterns and trends in user data, thus enabling relevant parties to take appropriate actions to improve services. In this context, the comparison between SVM and Naïve Bayes methods will provide valuable insights into the effectiveness of each method in predicting the satisfaction of electric bus users in Medan City. Based on the comparison results, the Naive Bayes algorithm shows slightly better performance compared to the Support Vector Machine in this sentiment analysis. The accuracy value generated by applying the Naive Bayes method is 58%, while applying the Support Vector Machine method is 57%. Nonetheless, both algorithms provide valuable insights into the sentiment of Medan people towards Electric Buses.
Analisis Sentimen X Terhadap Pemilihan Presiden Indonesia 2024 dengan Metode K-Nearest Neighbor Siddiq, Tri Allan; Ikhsan, Muhammad
Journal of Computer System and Informatics (JoSYC) Vol 5 No 4 (2024): August 2024
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josyc.v5i4.5802

Abstract

The presidential election which will take place in 2024, sentiment analysis is carried out to determine the tendency of a person's opinion towards an event or problem, whether it tends to be positive or negative. The purpose of this study is to apply the K-Nearest Neighbor Algorithm to the classification of public opinion on the 2024 presidential election and produce a classification of the application of the K-Nearest Neighbor algorithm method to public opinion on the 2024 presidential election on social media X. Based on the results of the research that has been done, it can be concluded that sentiment analysis using the K-Nearest Neighbor (KNN) method has proven effective in identifying and understanding public sentiment related to the 2024 Indonesian presidential election. The community's response to the phenomenon of trends and public opinion towards prospective presidential candidates in 2024 is considered to show a positive attitude, as illustrated in sentiment analysis using a lexicon dictionary. Of the approximately 1,000 tweets that have been analyzed, 211 of them show a positive sentiment, 175 express a negative sentiment, while the other 614 express a Neutral sentiment. This data was collected from November 28, 2023 to April 28, 2024. In addition, this study also identified words that frequently appear in Indonesian tweets. In K-Nearest Neighbor (KNN), the results obtained by the accuracy of the use training set get an accuracy of 100%, precision of 100%, recall of 100% and f-measure of 100%, 10-fold cross validation obtained get an accuracy of 92.5%, precision of 100% recall of 91% and f-measure of 94%, and the last 80% percentage split get an accuracy of 88.55%, precision of 100%, recall of 87% and f-measure of 93.04%. The K-Nearest Neighbor (K-NN) algorithm classification method using 80% percentage split testing is very good in classification testing has greater accuracy, precision, recall and f-measure compared to 10-fold cross validation testing.
Implementasi Program PELITA: Sosialisasi dan Pencegahan Cyber Bullying melalui Literasi Ridho, Zulhamid; Ramadani, Oktiva; Ikhsan, Muhammad; A'izza, Syakira Syafia; Amenda, Arvitori; Syukra, Salsabilla Ar Razzaq; Allifa, Dini; Afrinaldo, Alvin; Kalda, Saifana; Puspita, Shabrina Bella; Dielfo, Zergy
Jurnal Pengabdian Masyarakat Bangsa Vol. 2 No. 7 (2024): September
Publisher : Amirul Bangun Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59837/jpmba.v2i7.1274

Abstract

Penanganan cyberbullying di kalangan remaja menjadi fokus utama dalam menciptakan ruang digital yang aman dan mendukung. Undang-undang Nomor 19 Tahun 2016, yang merupakan revisi dari Undang-Undang Nomor 11 Tahun 2008 tentang Informasi dan Transaksi Elektronik, menetapkan berbagai tindakan yang dilarang, termasuk penyebaran informasi yang merugikan. Penelitian ini menggunakan metode kualitatif untuk memahami motivasi di balik perilaku remaja yang terlibat dalam cyberbullying, dengan fokus pada siswa Madrasah Tsanawiyah Raudhatul ‘Ulum Desa Bono Tapung. Hasil penelitian menunjukkan bahwa kurangnya pengetahuan tentang etika komunikasi di media sosial dan dampak hukum dari UU tersebut menjadi masalah utama. Melalui program sosialisasi dan edukasi, diharapkan siswa dapat menggunakan media sosial dengan bijak dan terhindar dari perilaku yang melanggar hukum, serta meningkatkan kesadaran akan dampak negatif dari cyberbullying.
HUBUNGAN KEKUATAN OTOT LENGAN TERHADAP HASIL SERVIS ATAS BOLA VOLI PADA SISWA PUTERA MTs NEGARA KEDUNGGALAR Muhammad Ikhsan
JOURNAL SAINS STUDENT RESEARCH Vol. 2 No. 5 (2024): Oktober : Jurnal Sains Student Research
Publisher : CV. KAMPUS AKADEMIK PUBLISING

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61722/jssr.v2i5.2560

Abstract

This research aims to determine the relationship between arm muscle strength and volleyball serve results. This research was conducted on male students at MTs Negara Kedunggalar. This type of research is correlation. The population in this study was 16 male students of MTs Negara Kedunggalar. The data collected in this study used arm muscle strength test instruments and volleyball service ability tests. Data analysis used correlational statistics with a significance level of 5%. The research gave the following results: there was a significant relationship between arm muscle strength and volleyball serve results. for male students at MTs Negara Kedunggalar. This is proven by the results of the analysis of the value of tcount > ttable, namely (2.942 > 2.14)
Building Information Modeling Untuk Perancangan Gedung Kantor Chandra Lesmana; Ari Sandhyavitri; Muhammad Ikhsan
SAINSTEK Vol. 12 No. 1 (2024)
Publisher : Sekolah Tinggi Teknologi Pekanbaru

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35583/js.v12i1.172

Abstract

Satu dari dari teknologi di bidang MEA (Architecture, Engineering and Construction) yang saat ini berkembang di dunia  adalah BIM (Building Information Modeling) Terkait  hal tersebut, Kementerian Pekerjaan Umum dan Perumahan Rakyat (PUPR) telah menerbitkan Peraturan Menteri PUPR no. 22/PRT/M/2018 diterbitkan pada tanggal 15 Oktober 2018. Pada lampiran peraturan tersebut secara jelas disebutkan bahwa BIM harus diterapkan pada pekerjaan umum non sederhana dengan luas lebih dari 2.000 m2 atau lebih dari dua lantai atau lagi. Keluaran hasil perancangan dengan menggunakan BIM mencakup gambar arsitektur, gambar struktur, gambar utilitas, gambar lanskap, rincian beban kerja dan rencana anggaran biaya. Penelitian ini dilaksanakan dengan menggunakan pendekatan try and eror metode BIM dan kuesioner pada enam orang personil yang berkompeten yang biasa tergabung dalam proses perancangan bangunan gedung. Dengan penelitian ini dibuktikan bahwa penggunaan BIM sangat membantu efisiensi waktu review sehingga berpengaruh pada capaian waktu proyek secara keseluruhan. Efisiensi waktu review dapat dicapai sebesar 42%, langkah perhitungan volume dan biaya dapat di efisiensi sebesar 40%. Sedangkan efisiensi biaya dan jumlah personil sebesar 22% dan 11%. Kata Kunci : Perancangan Bangunan Gedung, BIM, Clash Detection.
Mitigasi Risiko Keterlambatan Proyek Sumur Injeksi Migas X dengan Penerapan Schedule Risk Analysis Rumambi, Ridho; Sandhyavitri, Ari; Ikhsan, Muhammad; Fauzi, Manyuk
SAINSTEK Vol. 12 No. 1 (2024)
Publisher : Sekolah Tinggi Teknologi Pekanbaru

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35583/js.v12i1.203

Abstract

Proyek pengembangan sumur injeksi migas merupakan proyek yang sangat kompleks dan memiliki berbagai macam risiko yang dapat berpengaruh terhadap waktu, biaya maupun kualitas proyek. Oleh karena itu diperlukan manajemen risiko untuk meminimalisir dampak-dampak yang ditimbulkan dari risiko tersebut. Tujuan dari penelitian ini adalah untuk mengidentifikasi risiko keterlambatan yang dominan, membuat permodelan skedul dengan menerapkan 3 model risiko dan merekomendasikan mitigasi terhadap risiko-risiko dominan. Metode yang digunakan yaitu kuesioner dan wawancara, kemudian hasil dari kuesioner dianalisa dengan metode Severity Index dan dialnjutkan dengan matriks risiko untuk mengetahui tingkatan risiko. Berdasarkan penerapan Schedule Risk Analysis dengan P80 diperoleh persentase keterlambatan sebesar 4,62% terhadap skedul dengan model risiko dasar, kemudian keterlambatan sebesar 153,07% terhadap skedul dengan model risiko pre-mitigation dan keterlambatan sebesar 16,92% terhadap skedul model risiko post-mitigation
Peningkatan Keterampilan Pengelolaan Proyek Sistem Informasi Melalui Pelatihan Pembuatan Website Bagi Mahasiswa Universitas Muhammadiyah Jambi Akbar, Zulfikri; Ikhsan, Muhammad; Helmina, Helmina; Dani, Rian; Hierdawati, Trie
Jurnal Suara Pengabdian 45 Vol. 2 No. 2 (2023): Juni: Jurnal Suara Pengabdian 45
Publisher : LPPM Universitas 17 Agustus 1945 Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56444/pengabdian45.v2i2.852

Abstract

This community service aims to enhance the information systems project management skills of students through website development training. The methods employed include initial study, planning, implementation, and evaluation. The results of the community service demonstrate the successful improvement of students' information systems project management skills through the training and website development activities. Evaluation using questionnaires reveals that all students rated the training as "good". Moreover, the community service proved to be effective in achieving the goal of enhancing students' skills. Recommendations include the continuation of sustained training, further exploration of theoretical concepts, collaboration with industry partners, and ongoing evaluation. The theoretical implications highlight the applicability of information systems project management concepts in website development.
The Influence of Representativeness Bias and Hearding Effect on Investment Decisions in the Capital Market Ikhsan, Muhammad; Handoko Sakti, Sri; Natser Abdoellah, M; Hendro, Junaidi
Escalate : Economics and Business Journal Vol. 2 No. 01: Behavioral Finance, AI, and the Digital Economy: Pathways to Competitive Advantage
Publisher : Takaza Innovatix Labs Ltd.

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61536/escalate.v2i01.45

Abstract

This research aims to explore the influence of representativeness bias and herding effect behavior on rational investment decisions in the capital market. Quantitative methods were used involving 100 investors who were members of the Beginner Stock Investor (ISP) community in Jakarta. The results of the analysis show that representativeness bias and herding effect behavior have a significant influence on rational investment decisions. These findings highlight the importance of awareness of the psychological factors that influence investor behavior in making investment decisions, as well as the need for a more independent and focused approach to fundamental analysis to ensure more appropriate and optimal investment decisions. The practical implication of this research is that a better understanding of investor behavior and its impact on markets can help investors to overcome these biases and improve the quality of their investment decisions.
Detection of Hoax News Using TF-IDF Vectorizer and Multinomial Naïve Bayes and Passive Aggressive Adrian, Rizky; Musaddam; Ikhsan, Muhammad; Pahlevi. B, M. Riza
Media Journal of General Computer Science Vol. 1 No. 2 (2024): MJGCS
Publisher : MASE - Media Applied and Engineering

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62205/mjgcs.v1i2.24

Abstract

The website is a source of information, but not all information is guaranteed to be correct. Some news can beconsidered hoaxes or not based on facts. This research aims to build a hoax news detection system on English languagenews websites. The method used involves the multinomial Naive Bayes and Passive Aggressive approaches.Classification report analysis shows the superiority of the Passive Aggressive Classifier with significant improvementsin all evaluation metrics compared to Multinomial Naïve Bayes. The conclusion is based on the characteristics of thedataset, confirming the effectiveness of the Passive Aggressive Classifier in solving the task of classifying fake news inEnglish, with the highest accuracy reaching 93.74%.
Bimbingan Program Magang Industri Bersertifikat Studi Kasus GIS Implementation Intern Fachruddin, Fachruddin; Yusra, Andi; Hasdanita, Fitry; Ikhsan, Muhammad; Masrura, Delfian; Sanusi; Alimuddin; Fadhilah, Nurul
Inovasi Teknologi Masyarakat (INTEKMAS) Vol. 2 No. 1 (2024): June 2024
Publisher : Wadah Inovasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53622/intekmas.v2i1.263

Abstract

Infrastructure memberikan pengalaman berharga dalam membimbing dan mendukung mahasiswa MSIB (Magang Studi Independen Bersertifikat) selama penempatan magang. Program magang ini bertujuan untuk menjembatani kesenjangan antara pengetahuan akademis dan praktik industri, sehingga memungkinkan mahasiswa untuk mendapatkan pengalaman praktis di bidang pengembangan infrastruktur. Tanggung Jawab Utama: Memberi saran dan bimbingan kepada mahasiswa MSIB selama program magang. Memberikan panduan tentang aspek teknis yang terkait dengan proyek infrastruktur. Memfasilitasi komunikasi antara mahasiswa, mentor magang, dan universitas peserta mahasiswa. Memantau kemajuan mahasiswa dan memastikan keberhasilan penyelesaian tujuan magang. Mengevaluasi kinerja mahasiswa dan memberikan umpan balik kepada universitas. Pembelajaran Utama: Memperoleh wawasan tentang industri pembangunan infrastruktur khususnya terkait GIS Implementation Intern di Indonesia. Mengembangkan keterampilan dalam koordinasi program, bimbingan, dan komunikasi. Meningkatkan pemahaman tentang tantangan dan peluang yang dihadapi oleh mahasiswa MSIB yang sedang bertransisi dari dunia akademis ke dunia kerja. Secara keseluruhan, peran sebagai pembimbing program magang di PT. Nusantara Infrastructure terbukti menjadi pengalaman berharga yang mendorong pengembangan profesional dan berkontribusi pada keberhasilan integrasi pengetahuan dan skil mahasiswa ke dalam dunia kerja.
Co-Authors - Firmansyah -, Riska Amalia Praptiwi -, Tamrinsyah A'izza, Syakira Syafia Abda Abda Abdillah, Luqmanul H.A Abdul Halim Hasugian Abdul Hamid Abdullah, In .Hi Abdurrahman, Maulana Abrianto, H. Heru Acep Purnama, Acep Adianto, Samsul Adinda Asmaratul Husni Adityo Putro Prakoso Adjam, Syarifuddin Adji, Fadli Purnama Afifah Salsabila Yasli Afriantoni Afriantoni Afrilyana, Maya Afrinaldo, Alvin Agassi Antoniman, Mohammad Agung Pangestu Agus Abhi Purwoko Agus Priyatno Agus Santoso Budi, Agus Santoso Agusta, Fauji Agustina Putri Pitarisa Ahmad al-Badawi, Abdullah Ahmad Dzaki Muttaqin Ahmad Syaripudin Ahmad Yusran Aminy Ahmad, Suprian Ahmadin Ahmat Kori Ahwan Ahwan, Ahwan Ahzan, Sukainil Aidil Halim Lubis Ainal Mardhiah Aisya Andesti Aisyah Aisyah Aisyah S, Marwah Akbar, Andi Muh Akbar, Muhammad Zidan Akbar, Rahmad Ade Akbar, Zulfikri Akhmad Riadi Al Baihaqi, Muhammad Wahyu Al Ghifari Muslim, Ahmad Al Hafizi, Muhammad Zaidanne A An Al Jalali Muhammad Alda, Kristian Alfian Malik Algristian, Hafid Algristian, Hafid Ali muhajir, Ali Alimuddin All Iqbar Arifin Allifa, Dini Almira, Lara Delanosa Alsa Shafira Alvito, Paris Alwi, Daudi alwin, T.Alfi Muazim Amalia Praptiwi, Riska Amalia, Ayunda Tri Amelia Mawaddah Amelia, Risky Nuri Amenda, Arvitori Aminullah Aminullah, Aminullah Amrullah, Jemerio Rifqi Analka, Abelhadji Andhika Rachman Andi Aslindah, Andi Andi Ralle Andre Rafli Andriyono Kilat Adhi Anggara, Ari Anggraini, Diah Ayu Ani Rakhmanita Anies Anies Anisa Arum Sabrina Anshari, Badrun Al Antaiwan Bowo Pranogyo Antika, Rindilla Anto Kustanto Anugrah, Fezyana Delsa Apriansyah Asgap Aprillia, Nursagita Aqnes Budiarti Ardah, Lukman Ardhin Primadewi Ardianti, Nuraini Rachma Ardianti, Nurul Rachma Ari Sandhyavitri Ari Sulistyowati Aria, Aria Octavian Hamza Ariaji, Tristanto Arief Fahruri Aris Doyan Arya Ramandanu Roy Carol Rais Aryanti, Destryana Asmaul Husna Asniah Syamsuddin Asnita Ode Samili, Asnita Ode Asrianti, Asrianti Assidiqi, Dimas Ahsan Aswan, Marwis Asy’ari, Muhammad Attahira Kholifah Aulia, Muhammad Fathir Aviv Musthopa A Ayu Shabrina Ayunda, Rahmi Ayuningtyas, Nurista Dida Azhar, Romaito Aziz, Khalid Abd Azmi, Irham Azmi, Muhammad Ilham azwanda, Azwanda Azwar Azwar Azwar, Azwar Azyel, Evelyn Etenia Badali, Muhammad Amin Badiwibowo Atim, Sandi Bahtiar Bahtiar Bambang Tripoli Banjar-Nahor, Kevin Marojahan Bawono, Lidya Cahyo Bayu Prakoso, Adityan Bima Kurniawan Br. Keliat, Mia Risa Brainvendra Widi Dionova Brantasari, Mahkamah Budi Cahyono Budi Santosa Budi Santosa Budi Setiyana Buhera*, Rusdiman Buhera, Rusdiman Calista Chairul Huda Chandra Lesmana Christi Kasiuhe, Jeane Christoporus Indra Wahyu Cut Khairunnisa Cut Ridha Sonia Daherman, Yudi Dahlan Wahyudi Dani, Rian Danial Darmansyah, Dandi Darmuji, Darmuji Daryus, Asy'ari Dea Anjelia Nisa Br.Ginting Dedy Suryadi Delfian Masrura Delsina Faiza Desi Rahmawati Desitarani Deska Nindia Putri Desti Kurnia Utami Dharmawan Dharmawan Diah Isnaini Asiati Diah Uli Tua DIAN RAHMAT SYAFRIAN Didik Sugiyanto Dielfo, Zergy Djoni Maison Dwi Safiroh Utsalina Dwi Wulandari Edi Kurniawan Efrizal Efrizal Efrizal Egy Atthahirah Septina Eko Purwanto elliyana, ela ELMAN BOY Elvira Elvira Engkur Engkur Engkur Enok Maryani Ermaini Ermaini Esser, Balkis Ratu N L Eva Iryani Fachrizan Aditya Fachruddin Fachruddin Fachrul, Muhammad Fachry Firdaus Fadhlurrahman, Fadhlurrahman Fahru Zidan Al Mustafa Fahruli, Sehilana Faizah, Safira Falah Rafif Farid Faridh, Mifta Ghulam Fathiah Fathiah Fatimatul Aulia Fatoni Achmad Faujan, Faujan Fauzan Maulana Lubis Fauzi, Manyuk Fauzy Bin Willy , Mohd Fazzil Alfis Ramadhan Febrian, Rizky Febrina Rahmayanti Felizka Salsabila Ferdianur, Ferdianur Ferdiyansa, Muh. Ferika Indrasari Ferika Indrasari Ferry Fatnanta Fery Purnama, Fery Fikri Ahmad Trasuni Fildzah Nurul Fajrin, Fildzah Nurul Firdaus Ramadhan Firmansyah, Denis Riski Nur Fitra Abadi Fitriani Tricahyani Fitriani, Irma Fitry Hasdanita Fresiva, Urva Gabriel Bato Malewa Pirade Gilang Mukti Raharja Ginting, Muhammad Daffa Gomgom TP Siregar Gradina Nur Fauziah Gress Bancin Grisdienta Carriffino Gultom, Arlewes Gummah, Syifaul Gunawan Wibisono Gunawan Wibisono Gusri Yaldi Gussyafri Hadit, Muh. Nur Hafizi, Muhammad Zaidane A An Al Hajar Nurul Izzati Halimatus Sakdyah Haliza, Dinda Hamidi Hamidi Hamzah, Ekawati Handoko Sakti, Sri Haqiqi, Muhamad Harahap, Ade Martua Harahap, Aihani Rahmayani Harahap, Lailan Sofinah Harahap, Mhd Anshor Hari Anna Lastya Harianto Harianto Harjo, William Lutfir Rahman Harun Al Rasyid Harwijayanti , Widyanita Haryono, Wasis Hasan Basri Hasan, Saeful Hasbi, Husnaini Hasim, Rustam Hasiu, Teti Susliyanti Hayatun Nufuz Heikal, Jerry Helmanda, Cut Mawar Helmina, Helmina Helty Asafri Hendri Marhadi Hendro, Junaidi Herlina Herlina Hermansyah Hermansyah Hermayanty, Irma Hernita Pasongli Heroweti, Junvidya Hidayat, Muhammad Nabil Wahyu Hidayati, Rospin Hierdawati, Trie Hilman Syarif Hudi Yusuf Humaira MS, A. Musfira Dwi Hunaepi, Hunaepi Husnaini Husnaini Hutasuhut, Dina Hidayati Ibrahim Arifin Ibrahim Ibrahim Idriani, Reski ika Zufria Ikram Muddin Ilham Akbar Ilham Akbar Ilham, M. Rauzan Ilhami, Ahmad Mika Ilhamy, Dimas Wahyu Imam Ghozali Imelda Aprileny Imran, Mohammad Inayati, Dian Indra Permana Indra Permana, Indra Indriasti Indah Wardhany Insih Wilujeng Ira Handriani Irham Dongoran Irma Irma Delianti, Vera Irma Soraya Irvawansyah, Irvawansyah Irwan Ishak, Abdullah Iskandar Romey Sitompul Istiana Ruswita Iwan Setiawan Izzati Nafisah Jamaluddin, Bunga Mawar Jannah, Siti Miftahul Januardi , Hengki Jayanti Apri E Jiddan, Jayyid Jiranusornkul, Supat Joleha, Joleha Jufri Sani Akbar Jumadi Jumadi Junaidi Junaidi Junaidi, Ahmad ? Junita Indarti Jupri Jutti Levita Kalda, Saifana Karenza Dongoran Karim, Hasan Abdul Karindra, Aditya Akbar Rizky Kasih Kasiuhe, Jeane Christi Kautsar, Afthar Kesuma, Dadang Warta Candra Wira Khaeruddin Khaeruddin Khaidir Khaidir, Khaidir Khaidir, Muhammad Khairil Yusuf Khairina Ulfa Syaimi Khairinisa, Miski Aghnia KHOIRUL ANWAR Khoirunnisa, Dhini Aprilia Kido, Muh Ikram Kifni Yudianto Kudadiri, Islah Sahbana Kurnia Istiqomah Kurnia, Nova Kurniady , Dedi Kurniawaty Fitri Kurniawaty Kurniawaty La Ode Muhammad Fahmi Laia, Arowamati Laifa Rahmawati, Laifa Lena Marianti Lestari, Febby Nabila Lestari, Ina Lili Somantri Lilik Kurniawan Linus . Pasasa Lissa Opirina Lubis, Shakila Fuadah Lusiana Wulandari M Fatchur Rochman M. Syamsudin, M. M. Yogi Riyantama Isjoni Magdalena, Maria Mahardika, Muhammad Farel Mahdi Mahfudz, Yusuf Nur Mahmud Alpusari Maisyarah Manullang, Nursarinah Maqsurah, Ainil Mardhatillah, Syifa Mardiana, Puja Dikusuma MARIA ULFAH Marlia, Yohana Dwini Maryam Maudara, M Maulana Cahyani, Dani Syaban Maulana Sasty Maulidi, M Aldi Mayliawan, Muhammad Kadek Fajri Maysandra, Adisty MEGANTARA, SANDRA Mesanda, Zery Mesya Assauma Nurfitrah Meutia Zahara Meylis Safriani Mhd Ikhsan Rifki Mirawati, Baiq Monita Olivia Muazim, T. Alfi Muchtar, Azmy Ali Mudjirahardjo, Panca Muh Al Amin, Muh Muh Nurwahyu Muhadi Muhadi muhamad Iqbal Maulana Muhammad Adib Alfikri Muhammad Afif Muhammad Alfiansyah Muhammad Eka Purbaya Muhammad Fadhli Muhammad Hasan Muhammad Ikhsan, Ikhsan Muhammad Ilham Muhammad Ilham Fikri Muhammad Isa Amsory Muhammad Mansur Muhammad Miftahuddin Simanjuntak Muhammad Natser Muhammad Natser Abdoellah Muhammad Rifki Ilahi Muhammad Ryan Saputra Muhammad Salman Muhammad Shohibul Wafa Muhammad Siddik Hasibuan muhammad Syahbudi, muhammad Muhammad Taufiq Muhammad Yusuf Fauzi Muhammad Zaibi, Muhammad Muhartini Salim Muhsan Muhtadi, Muhammad Amhar Mujahid Al-Islam Mukhairi Rizal, Muhammad Mukmin Mukmin Mukran H. Usman Mulyana, Devi Mulyani Sunarharum , Tri Musaddam Musirotul Alfiah Musrifin, Arif Yanuar Mustafa, Syahrul Nabah Lestari, Winda Nafisah, Luluk Nahak, Martinus Najibah, Muna Ulya Nanang Endriatno Nanang Hariyanto Nanci Yosepin Simbolon Nasrullah, Amin Nasution, Riski Abdul Hakim Nasya Travika Natadiwijaya, Ismail Fikri Nayla Desviona Nazariah, Nazariah Nazaruddin Nazaruddin Nazlia Nisfa Ramadhani Neilcy Tjahja Mooniarsih Nelly Agustina Siregar Netty Netty Nila K. Hidayat, Nila K. Nildatul Husna Nina Herlina Ninuk Dewi Kesumaningrum Niya Armita Sari Nizam Zulfa Noneng Marthiawati Nopryandi Novan, Andre Novlianun Dly Novri Adhiatma, Novri Nur Agus Salim, Nur Agus Nur Amanah Nur Asyah, Nur Nur Audina, Nur Nur Hidayah Nurainas Nurainas Nuraini, Nica Nurdin Nurdin Nurdini Nurfadillah Nurfadillah Nurfaika Ishak Nurhayati , Endi Nurhidayanti Nurma Angkotasan, Nurma Nursanjaya Nursanjaya, Nursanjaya Nursita Nurul Fadhilah Nurwijayanti Octavianto, Rio Duzan Oktavia Rahmadani Oktavia, Beby Olivia, Arisa Ony Hizri Kaifa Purba Osberth Sinaga Oye, Selvi Pahlawan, Muhammad Zidan Pahlevi. B, M. Riza Pamungkas, Oky Pangeran, David Parawangsa, Akbar Naro Pardi Pardi, Pardi Perdana, Muhammad Agung Pigo Nauli Pineda, Chester Ian S. Pragustiandi, Guntur Pramesta, Linda Ramadhanty Pranata, Ranggi Praptiwi, Riska Amalia Pratiwi, Monika Audiya Prawitha Sari, Diah Prayogi, Saiful Prihantini, Malinda Pujayeti Putri Puspita, Hilda Puspita, Ita Puspita, Shabrina Bella Putra, Puji Eka Putra, Teuku Nanda Putri Ramayanti Putri, Aisak Hana Putri, Ammalia Shelky Nakwa Jamalika Putri, Naraya Nursadrina Putri, Renesya Febbiyana Qurrahman, Muh. Taufiq Rahmaddiansyah Rahmaddiansyah Rahmi, Muarifah Raissa Amanda Putri Rakhmat Kurniawan R Rakuasa, Heinrich Ramadani, Oktiva Ramadhani Fajri, Bayu Ramadhani, Audia Putri Ramadhani, Elsa Dwi Aryana Ramadhani, Sandy Laila Suci Ramdani Salam Rasyid, Rusman Ratna Wulandari Refiyanni, Meidia Reni Reni Reni Reni, Reni Reza Aditia, Muhammad REZKI, REZKI Rheza, Faykar Rianda Elvinawanty Rianis, Sindi Fadillah Ridho, Mahmud Ar Rasyid Ridwan Ridwan, Ridwan Rieza, M. Safiq Rifa’i, Akhmad Ridlo Rifki Ramzan Adi Putra Rifky Ismail Rifmayanti, Cici Rifqa Gusmida Syahrun Barokah Rina Suthia Hayu Rinaldy Rinaldy Rinanda Putri Rambe Rindawan, Salabi, dan Baiq Susdiana Fibrianti Rindi Maudhy May Bella Surbakti Riska Amalia Praptiwi Riskawati Riskawati, Riskawati Riyantama, Muhammad Yogi Riza Arif Pratama Rizal Munadi Rizky Adrian Rizqy Ridho Prakasa Rochman, M Fatchur Rofika, Rita Rohima Wahyu Ningrum, Rohima Wahyu Roma Kyo Kae Saniro Romadhoni Romadhoni, Romadhoni Rumambi, Ridho S. Samsugi S. Samsugi Sabahannur, St Sabar Nurohman Sabda Wahab Sabrina Sabrina Sadrina Safitri, Yunita Diyah Safrullah Sahid Bayu Setiajit Said Said, Said Sakdyah, Halimatus Sakti, Sri Handoko Sally Aman Nasution Salsabila, Raja Putri Salsabilah, Hanum Samsuddin Samsuddin Samsuri Samsuri Sandi Badiwibowo Atim Santi, Indyah Hartami Sanusi Saputra, Heri Saputra, Okta Saragih, Ahmad Fadhly Sani Sari, Dinda Mayang Sarip, Muhamad Sarno . Sasmita, Anggit Satria, Andrea Octorayama Satrianis, Satrianis Savior, Robith Hasbi Sawal, Rizky Ardian Hartanto Sembiring, Dido Fatika Septianto, Naufal Septina, Egy Atthahirah Setiajit, Bayu Setiajit, Sahid Bayu Setianingrum, Rossa Yuliani Setiawan, Lukman Shafira , Alsa Shafira, Alsa Shaqi, Alifhasta Risfi Sholehah, I Ana Sibua, Sulami Siddiq, Siddiq Siddiq, Tri Allan Sinaga, Adhe Syari Alfatah Siregar, Rais Sardi Siregar, Rizki Abdul Hakim Siregar, Romadon Goring Siswahyudianto Siswandi B Siti Aisyah Sitorus, Gina Yunit J Sitorus, Gina Yunita J. Sitorus, Patar Ariyanto Situmorang, Rantouli Sobari Sobari Sohiron Solihin, Affan Sompi, Isya Mayuni SRI ATUN Sri Hartini Sri Ngudi Wahyuni, Sri Ngudi Sri Suwarni Sri Suwarni Sri Wahyuni Suarni Syam Saguni Subekti Subekti Subiyantoro Subroto, Rexy Hamza Suciatina Silvia, Cut Sudarsono Sufriadi Suhardi Suhardi Suhelmidawati, Etri Sukrisman, Sukrisman Sumampouw, Ruland Willy Jack Sumulyo, Ganot Sunding, Alang supriadin supriadin Suriani, Dewi Susilowati, Ervan Suthansa Gading Prasetyo Syafrizal Syafrizal Syah Zikri, Farid Syahputra, Andrian Syahrani Syahril Syafiq Corebima Syaiful Amri Saragih Syairozi, Ishak Syam Tonra, Wilda Syam, Muhammad Afiq Rijal Syamsuardi Syamsuardi Syarful Annam Syarifah Rauzatul Jannah Syarifah, Rini Syechkant, Ibnu Syukra, Salsabilla Ar Razzaq Syukri Syukri Tamrin Robo Tamrinsyah Tarsono Tarsono Tasya Putri Daviza Taufik Taufik Hidayat Taufik Taufik Teguh Ardianto, Teguh Tino Leonardi Tohau, Ahmad Tonra, Wilda Syam Triani, Triani Trisna Ardi Wiradinata Tubagus Mohammad Akhriza Tungga', Ummul Budiwati Ulia Ridhani, Ulia Ulvi, Hazrul Anshari Umam, Muhammad Ihdal Unayah, Habibatul Urva Fresiva Utomo Putra, Tegar Utsman, Soraya Valera, Rezqy Vidiannisa Veni Violanita, Utari Vitasatria, Arresta Wafa, Nurul Wahyuli, Wilma Sil Waru Djuriatno Wesley Franklin Situmorang Wibowo, Danang Novianto Wicaksono, Dhimas Widayat, Jonathan Setya Widayat Setya Widya Prarikeslan Wilyanti, Sinka Winaryani Winda Syam Tonra Wiranto Silalahi Wiranto Wajiha Wudda Wirda Hayati Wulandari, Rosanna Yadi Oktariansyah Yahya Hairun Yanti, Darma Yasmin, Putri Aulia Yenie, Elvy Yoanda Malika Putri Lubis Yufajri, Fahmiza Yulias Ninik Windriati Yuni Andriyani Safitri Yunus, Imran Muhammad Yunus, Muh. Kafrawi Yurni Suasti Yusra, Andi Yuwaldi Away Zabidi, Imron Zahira Putri Effia Yumna Zahra, Temmy Rizkya Zainal Abidin , Munir Zakiah Zakiah Zein, Ahmad Wahyudi Zilzian Ibadillah Zufrizal Zul Fanji Zulfira Mirani Zulhamid Ridho