p-Index From 2021 - 2026
34.802
P-Index
This Author published in this journals
All Journal IJCCS (Indonesian Journal of Computing and Cybernetics Systems) E-JOURNAL MANAJEMEN FE UNTAD Katalogis Natural Science: Journal of Science and Technology Tekno - Pedagogi : Jurnal Teknologi Pendidikan Journal of Tropical Life Science : International Journal of Theoretical, Experimental, and Applied Life Sciences International Journal of Renewable Energy Development JURNAL GIZI INDONESIA Jurnal Kajian Manajemen Bisnis Protobiont: Jurnal Elektronik Biologi JURNAL HUTAN LESTARI Jurnal Pendidikan dan Pembelajaran Khatulistiwa (JPPK) Jurnal Pendidikan Sosiologi dan Humaniora Jurnal Usia Dini Attoriolong Berkala Ilmiah Pendidikan Biologi (BioEdu) Jurnal Kreatif Tadulako Online AGROTEKBIS Warta Rimba Jurnal Kompetensi Teknik Jurnal Bahan Alam Terbarukan Jurnal Penelitian Hutan Tanaman Jurnal Online Mahasiswa (JOM) Bidang Ilmu Ekonomi JAM : Jurnal Aplikasi Manajemen Jurnal Sumberdaya Hayati WARTA JOURNAL OF HEALTHCARE TECHNOLOGY AND MEDICINE Jurnal PENA : Penelitian dan Penalaran Jurnal Ilmiah Rekayasa dan Manajemen Sistem Informasi Jurnal Edukasi dan Sains Biologi EDU-MAT: Jurnal Pendidikan Matematika Jurnal Fisika FLUX jurnal niara Sistemasi: Jurnal Sistem Informasi Mimbar Agribisnis: Jurnal Pemikiran Masyarakat Ilmiah Berwawasan Agribisnis Jurnal Mirai Management Jurnal Ilmiah Hukum LEGALITY Jurnal Biodjati Promotif: Jurnal Kesehatan Masyarakat As-syifaa Jurnal Farmasi JURNAL MEDIA INFORMATIKA BUDIDARMA Chimica et Natura Acta Phinisi Integration Review Jurnal Office Seminar Nasional Teknologi Informasi Komunikasi dan Industri Biosfer: Jurnal Pendidikan Biologi INOVTEK Polbeng - Seri Informatika Jurnal Tata Kelola dan Akuntabilitas Keuangan Negara JURNAL SERAMBI ILMU Jurnal Kiprah JMM (Jurnal Masyarakat Mandiri) JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI Journal of Basication (JOB) : Jurnal Pendidikan Dasar Substantive Justice International Journal of Law JURNAL INFORMATIKA SENTRALISASI SEIKO : Journal of Management & Business JURNAL EDUCATION AND DEVELOPMENT Martabe : Jurnal Pengabdian Kepada Masyarakat JURNAL ILMIAH CAHAYA PAUD Jurnal Kolaboratif Sains Jurnal Teknologi Sistem Informasi dan Aplikasi JSiI (Jurnal Sistem Informasi) JURNAL PENDIDIKAN TAMBUSAI International Journal of Natural Science and Engineering Adimas : Jurnal Pengabdian Kepada Masyarakat Jurnal Pemberdayaan: Publikasi Hasil Pengabdian Kepada Masyarakat Jurnal Sistem Cerdas Jurnal Ilmiah Mandala Education (JIME) JISIP: Jurnal Ilmu Sosial dan Pendidikan JUPE : Jurnal Pendidikan Mandala JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) ComTech: Computer, Mathematics and Engineering Applications Jurnal Kesehatan ENGLISH EDUCATION: JOURNAL OF ENGLISH TEACHING AND RESEARCH Jurnal Kesehatan Indonesia At-tijaroh: Jurnal Ilmu Manajemen dan Bisnis Islam Journal Of Management Science (JMAS) Jurnal Farmasi Sandi Karsa MIZAN, Jurnal Ilmu Hukum Building of Informatics, Technology and Science Bawi Ayah: Jurnal Pendidikan Agama dan Budaya Hindu Satya Widya: Jurnal Studi Agama Jurnal Keperawatan (JKEP) Jurnal Tata Kelola dan Kerangka Kerja Teknologi Informasi Jurnal Kesmas (Kesehatan Masyarakat) Khatulistiwa Authentic Research of Global Fisheries Application Journal (Aurelia Journal) PREPOTIF : Jurnal Kesehatan Masyarakat Jurnal Ners JPPS (Jurnal Penelitian Pendidikan Sains) Journal of Telenursing (JOTING) Creative Research Management Journal Indonesia Natural Research Pharmaceutical Journal (INRPJ) JIIP (Jurnal Ilmiah Ilmu Pendidikan) SOSIOEDUKASI : JURNAL ILMIAH ILMU PENDIDIKAN DAN SOSIAL Jurnal Pembelajaran Pemberdayaan Masyarakat (JP2M) Siyasatuna Jurnal Ilmiyah Mahasiswa Siyasah Syariyyah Jurnal Ilmu Manajemen Universitas Tadulako (JIMUT) Jurnal Pengabdian kepada Masyarakat Nusantara Akrab Juara : Jurnal Ilmu-ilmu Sosial Ideguru: Jurnal Karya Ilmiah Guru Jurnal Pendidikan, Sains, Geologi, dan Geofisika (GeoScienceEd Journal) Jurnal Teknik Informatika (JUTIF) MURHUM : JURNAL PENDIDIKAN ANAK USIA DINI Indomera : Jurnal Magister Manajemen JURNAL ILMU PERPUSTAKAN (JIPER) Agrokompleks Jurnal Kesehatan Tambusai Journal of Transcendental Law REACTOR : Journal of Research On Chemistry And Engineering Jurnal Pendidikan dan Teknologi Indonesia Wahana Dedikasi : Jurnal PkM Ilmu Kependidikan Euler : Jurnal Ilmiah Matematika, Sains dan Teknologi Forum Bisnis dan Kewirausahaan MAHESA : Malahayati Health Student Journal Jurnal Riset dan Inovasi Pembelajaran Nusantara Hasana Journal Jurnal Pengabdian kepada Masyarakat Journal Midwifery Jurusan Kebidanan Politeknik Kesehatan Gorontalo Education and Social Sciences Review Kognitif: Jurnal Riset HOTS Pendidikan Matematika Edu Cendikia: Jurnal Ilmiah Kependidikan Jurnal Kependidikan Alifbata: Jurnal Pendidikan Dasar Shautuna: Jurnal Ilmiah Mahasiswa Perbandingan Mazhab Media Publikasi Promosi Kesehatan Indonesia (MPPKI) ProBisnis : Jurnal Manajemen International Journal of Research Innovation and Entrepreneurship AL-MULTAZIM : Jurnal Manajemen Bisnis Syariah Jurnal Abdimas Prakasa Dakara Jurnal Pijar MIPA Jurnal Ilmiah Maternal Jurnal Pengabdian Kefarmasian Journal Of Human And Education (JAHE) Journal of Pharmaceutical Care and Sciences Keizai Journal of Lex Philosophy (JLP) Jurnal Cakrawala Ilmiah Journal of Advanced Sciences and Mathematics Education Jurnal Sains dan Teknologi Jurnal Pengabdian Mandiri Jurnal Moralita : Jurnal Pendidikan Pancasila dan Kewarganegaraan International Journal of Health and Pharmaceutical (IJHP) Indonesian Journal of Informatic Research and Software Engineering Jurnal Sehat Indonesia (JUSINDO) International Journal of Contemporary Islamic Law and Society Publikasi Riset Mahasiswa Manajemen Jurnal Dedikasia : Jurnal Pengabdian Masyarakat Publikasi Hasil Pengabdian Kepada Masyarakat. Malcom: Indonesian Journal of Machine Learning and Computer Science Jurnal Pendidikan, Sains dan Teknologi JURNAL PENGABDIAN PENDIDIKAN MASYARAKAT (JPPM) Jurnal Riset Rumpun Ilmu Hewani (JURRIH) JURNAL MUARA PENDIDIKAN UNIVERSE : Journal of Science Education Teaching and Learning Journal of Industrial Community Empowerment Journal of Management and Administration Provision Jurnal Indonesia Sosial Sains Journal of Accounting Research, Organization and Economics (JAROE) KOLONI Indonesian Research Journal on Education Eduvest - Journal of Universal Studies Jurnal Multidisiplin Sahombu Jurnal Akuntansi Manado (JAIM) Jurnal Pendidikan Vokasi dan Seni (JPVS) MDP Student Conference Riset Informasi Kesehatan International Journal of Accounting, Management, Economics and Social Sciences (IJAMESC) Pena Dimas: Jurnal Pengabdian Masyarakat Journal of Applied Accounting Majalah Cendekia Mengabdi Economica: Journal of Economic and Economic Education Jurnal Rakat Sehat : Pengabdian Kepada Masyarakat Edukimbiosis: Jurnal Pendidikan IPA Scientica: Jurnal Ilmiah Sains dan Teknologi Neraca: Jurnal Ekonomi, Manajemen dan Akuntansi JOURNAL OF Qualitative Health Research & Case Studies Reports Jurnal Manajemen dan Pemasaran Digital Jurnal Abdi dan Dedikasi kepada Masyarakat Indonesia Medic Nutricia : Jurnal Ilmu Kesehatan Abdinesia: Jurnal Pengabdian Kepada Masyarakat Medika: Jurnal Ilmiah Kesehatan JatiRenov: Jurnal Aplikasi Teknologi Rekayasa dan Inovasi GENIUS: Indonesian Journal of Early Childhood Education Journal of Language Intelligence and Culture Jurnal Multidisiplin Indonesia Jurnal Riset Multidisiplin : Agrisosco Jurnal Kebidanan Bestari IJMA AGROTEKBIS: Jurnal Ilmu Pertanian Journal of Innovation in Teaching and Instructional Media Agriculture and Socio-Economic Journal Jurnal Pengabdian Kepada Masyarakat Citra Delima Jurnal Penelitian Multidisiplin Bangsa Jurnal Testing dan Implementasi Sistem Informasi Jurnal Kefarmasian Indonesia Science: Indonesian Journal of Science Perkembangan Kajian Sosial Proceeding Of International Conference On Education, Society And Humanity PAMARENDA: Public Administration and Government Journal JURNAL REKAYASA KIMIA & LINGKUNGAN Jurnal Pengabdian Bakti Akademisi Jurnal Ilmu Pendidikan & Sosial (SINOVA) Almufi Jurnal Sosial dan Humaniora Pinisi Journal Pendidikan Guru Sekolah Dasar Jurnal Ilmiah Kesehatan Sandi Husada Kajian Ilmiah Mahasiswa Administrasi Publik (KIMAP) Jurnal Ilmiah Manajemen Agribisnis Jurnal Ilmiah Manajemen Inovasi Bisnis dan Strategi Jurnal Pengabdian Kader Bangsa Jurnal Akuntansi Kontemporer Jurnal Ilmiah Mahasiswa & Penelitian Keperawatan Servqual: Jurnal Ilmu Manajemen Master of Pedagogy and Elementary School Learning Annales Bogorienses Kalisa Jurnal Buana Kata: Pendidikan, Bahasa, dan Ilmu Komunikasi Berita Biologi Jurnal Sipil Sains Terapan
Claim Missing Document
Check
Articles

Found 8 Documents
Search
Journal : Building of Informatics, Technology and Science

Klasifikasi Penerima Bantuan Program Indonesia Pintar (PIP) Pada Siswa SMK Menggunakan Algoritma KNN, NBC dan C4.5 Putra, Tandra Adiyatma; Permana, Inggih; Zarnelly, Zarnelly; Megawati, Megawati
Building of Informatics, Technology and Science (BITS) Vol 6 No 4 (2025): March 2025
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v6i4.6395

Abstract

The Indonesia Smart Program (PIP) is a government initiative aimed at providing educational assistance to students from underprivileged families. This research was conducted at SMKN 4 Pekanbaru to enhance the accuracy of distributing PIP aid using data mining methods. Three classification algorithms were used to identify students eligible for assistance: K-Nearest Neighbor (KNN), Naive Bayes Classifier (NBC), and C4.5. The data used in this study included attributes such as parental occupation, income, and the type of transportation used. The data processing involved cleaning, normalization, and splitting into test and training sets. The results showed that the KNN algorithm performed best with an accuracy of 84.20%, precision of 89.83%, and recall of 99.18%. The C4.5 algorithm excelled in model simplicity, while NBC showed less optimal results compared to KNN.
Pemantauan Cerdas Berbasis IoT pada Kualitas Air Hidroponik untuk Optimalisasi Pertanian Presisi Ade Kusuma, Muhammad Wira; Ahsyar, Tengku Kharil; Saputra, Eki; Megawati, Megawati
Building of Informatics, Technology and Science (BITS) Vol 6 No 4 (2025): March 2025
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v6i4.6589

Abstract

This study introduces an IoT-based hydroponic water quality monitoring system designed to enhance the efficiency, reliability, and accessibility of hydroponic environment management. The system monitors four key parameters: pH, temperature, Total Dissolved Solids (TDS), and water level, using sensors connected to an ESP8266 microcontroller. Data is transmitted in real-time via the MQTT protocol, processed through the Node-RED middleware, and stored in a MariaDB database. Interactive web-based data visualization supports data-driven decision-making and simplifies user monitoring of system conditions. Agile methodology and DevOps were implemented to ensure iterative system development, responsiveness to changes, and continuous updates via Continuous Integration/Continuous Deployment (CI/CD). Field tests conducted in a greenhouse environment demonstrated that the system could improve operational efficiency and sustainability, while also being flexible enough to adapt to various types of plants. The User Acceptance Test (UAT) yielded an average score of 4.8 out of 5, indicating high user satisfaction with the system's functionality and interface. This study also identifies future development opportunities, including the integration of additional sensors, automated control mechanisms, and predictive analytics powered by machine learning to optimize crop yields and management efficiency. With its innovative approach, this research not only advances IoT-based hydroponic technology but also makes a significant contribution to developing resilient, scalable, and efficient smart farming solutions.
Analisis Sentimen Masyarakat Menggunakan Algoritma Long Short Term Memory (LSTM) Pada Ulasan Aplikasi Halodoc Yulianti, Nelvi; Afdal, M; Jazman, Muhammad; Megawati, Megawati; Anofrizen, Anofrizen
Building of Informatics, Technology and Science (BITS) Vol 7 No 2 (2025): September 2025
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v7i2.7243

Abstract

Halodoc is a digital healthcare platform that provides users with convenient access to medical services online. This study aims to analyze public sentiment toward the Halodoc application based on 1,416 user reviews collected during the period from July to September 2024. The reviews are categorized into three sentiment classes: positive, negative, and neutral, using the Long Short-Term Memory (LSTM) algorithm. Prior to classification, the Word2Vec technique is applied to transform the words in the reviews into numerical vector representations for processing by the model. The analysis revealed that a portion of the reviews expressed negative sentiments, mainly concerning delays in medication delivery and slow responses from customer service. Model performance evaluation shows that the implementation of the LSTM algorithm optimized with the Adam (Adaptive Moment Estimation) optimizer and a dropout rate of 0.2 achieved the highest accuracy of 89.40% and an F1-score of 88.63%. These results indicate that the model performs very well in classifying sentiments and can be used as a useful tool for understanding user satisfaction with the Halodoc application.
Analisis Sentimen Masyarakat Terhadap Kebijakan Ekspor Pasir Laut Berdasarkan Ulasan Twitter Menggunakan Algoritma Naive Bayes dan Support Vector Machine Zarqani, Zarqani; Afdal, M; Novita, Rice; Megawati, Megawati
Building of Informatics, Technology and Science (BITS) Vol 7 No 2 (2025): September 2025
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v7i1.7431

Abstract

The export of sea sand has been banned since 2003 through a Decree of the Minister of Industry and Trade. However, on May 15, 2023, President Joko Widodo once again allowed the export of sea sand through Government Regulation No. 26 of 2023. This policy sparked controversy and went viral on social media, including on Twitter. This study aims to analyze public sentiment toward the policy based on reviews on Twitter using the Naïve Bayes and Support Vector Machine (SVM) algorithms. Data was collected through crawling techniques, then processed using text preprocessing methods, word weighting using TF-IDF, and random oversampling to balance the data. The data was then categorized into four thematic variables—economy, environment, social, and geological policy—to examine a more focused distribution of sentiment. Analysis of 2,765 data points revealed that the majority of sentiment was negative (55%), indicating public opposition to the sea sand export policy, followed by neutral sentiment (30%) and positive sentiment (15%). Performance evaluation shows that SVM excels in the Economy category with nearly 95% accuracy, while in other categories the difference with Naïve Bayes is relatively small. This study is expected to provide insights into the Indonesian public's perception of the sea sand export policy and its implications across various sectors.
Analisis Sentimen Terhadap Pemain Naturalisasi dan Lokal Tim Nasional Sepakbola Indonesia Menggunakan Support Vector Machine Arrazak, Fadlan; Afdal, M; Novita, Rice; Megawati, Megawati
Building of Informatics, Technology and Science (BITS) Vol 7 No 2 (2025): September 2025
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v7i2.7471

Abstract

The inclusion of naturalized players in Indonesia's national football team has sparked diverse public reactions, particularly on social media platforms like Twitter. This study aims to compare public opinion toward naturalized and local players through sentiment analysis. A total of 2,342 tweets were categorized into three sentiment classes: positive, neutral, and negative. Naturalized players received a higher number of positive sentiments, totaling 809, compared to 333 negative and 231 neutral sentiments. In contrast, local players gained 465 positive sentiments, 317 negative, and 187 neutral, indicating a generally more favorable perception of naturalized players among the public. Further analysis was conducted using the Support Vector Machine (SVM) classification algorithm along with the SMOTE technique for data balancing, focusing on five key aspects: performance, experience, physical condition, adaptability, and communication. The classification results showed that naturalized players outperformed in physical condition with an accuracy of 96 percent, followed by performance and adaptability, each at 90 percent. On the other hand, local players showed superiority only in communication with an accuracy of 92 percent. In terms of precision and recall, naturalized players again led in physical condition, achieving 97 percent precision and 96 percent recall, while local players excelled in communication with both precision and recall at 92 percent. These findings offer valuable insights for policymakers and football organizations in formulating more effective naturalization strategies.
Integrating Support Vector Machines and Geospatial Analysis for Enhanced Tuberculosis Case Detection and Spatial Mapping Jannah, Miftahul; Jazman, Muhammad; Afdal, M; Megawati, Megawati
Building of Informatics, Technology and Science (BITS) Vol 7 No 1 (2025): June (2025)
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v7i1.7158

Abstract

Tuberculosis (TB) remains a significant global health problem, with Indonesia ranking third in the world in terms of TB burden. Riau Province recorded 13,007 notified TB cases in 2022 with a Case Notification Rate (CNR) of 138 per 100,000 population, still far from the national target. This study aims to develop a TB case classification system using Support Vector Machine (SVM) integrated with geospatial analysis to identify TB positive cases from screening data and visualize their spatial distribution in Riau Province. The research data was sourced from the Tuberculosis Information System (SITB) of the Riau Provincial Health Office for the period January-December 2024, covering 350 samples with demographic information, clinical symptoms, and patient risk factors. The research process includes data collection, preprocessing with Min-Max and Z-Score methods, feature extraction, modeling with SVM using various kernels (RBF, Linear, Polynomial, and Sigmoid), and geospatial visualization using Google Earth Engine (GEE). The results showed that the SVM model with Linear kernel achieved the highest accuracy of 80%, sensitivity of 100%, and specificity of 80% in detecting TB cases. Geospatial analysis successfully identified clusters of TB cases in several districts in Riau Province, with Pekanbaru City (112 cases) and Rokan Hulu (89 cases) as the main hotspots. The integration of machine learning and geospatial analysis proved effective in improving TB detection and providing a comprehensive understanding of disease spread patterns in Riau Province.
Perbandingan Performa Algoritma SVR, LSTM, dan SARIMA dalam Peramalan Produksi Kelapa Sawit Hendri, Desvita; Permana, Inggih; Salisah, Febi Nur; Afdal, M; Megawati, Megawati; Saputra, Eki
Building of Informatics, Technology and Science (BITS) Vol 7 No 1 (2025): June (2025)
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v7i1.7170

Abstract

Oil palm production in Indonesia fluctuates significantly due to various factors such as weather, soil fertility, and fruit bunch condition. These changes These changes have an impact on price stability, supply and planning for the palm oil industry. industry planning. Therefore, to improve decision-making in this industry, an accurate forecasting method is required to improve decision-making regarding distribution. appropriate decision-making regarding distribution. This study aims to compare the performance of three machine learning-based forecasting methods, namely Support Vector Regression (SVR), Long Short-Term Memory (LSTM), and Seasonal Autoregressive Integrated Moving Average (SARIMA), in predicting palm oil production based on historical data for the last 10 years obtained from PTPN V Riau. The evaluation results show that the SVR model with a linear kernel provides the best performance with an MSE value of 4.1718. with MSE 4.1718, RMSE 0.0020, MAE 0.0018, MAPE 0.2014% and R2 0.9988. The SVR model provides superior prediction results compared to LSTM and SARIMA. with LSTM and SARIMA in forecasting palm oil production. This research is expected to make a real contribution in the development of a more reliable prediction system, thus supporting operational efficiency and stability of the palm oil industry in Indonesia. stability of the palm oil industry in Indonesia.
Analisis Sentimen Masyarakat Terhadap Kebijakan IKN Pada Periode Jokowi dan Prabowo Menggunakan Algoritma NBC, SVM, dan K-NN Nasution, Nur Shabrina; Permana, Inggih; Salisah, Febi Nur; Afdal, M; Megawati, Megawati
Building of Informatics, Technology and Science (BITS) Vol 7 No 1 (2025): June (2025)
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v7i1.7276

Abstract

The relocation of the National Capital City (IKN) from Jakarta to East Kalimantan has generated a variety of responses from the Indonesian people recorded through social media, especially platform X. This study aims to analyze and compare public sentiment towards the IKN policy in two periods of government, namely President Joko Widodo and President Prabowo Subianto. This study aims to analyze and compare public sentiment towards the policy of the National Capital City during two periods of government, namely President Joko Widodo and President Prabowo Subianto, using a machine learning approach. The three algorithms used in sentiment classification are Naive Bayes Classifier (NBC), Support Vector Machine (SVM), and K-Nearest Neighbor (K-NN). The research process includes data crawling (600 data each per period), text preprocessing (cleaning, tokenizing, filtering, stemming), data labeling using Lexicon-Based approach with InSet dictionary, and weighting using TF-IDF method. The results of the analysis show that in the Jokowi period, public sentiment tends to be more balanced, with the dominance of negative sentiment (35.9%), followed by positive sentiment (33.4%) and neutral (30.7%). Whereas in the Prabowo period, negative sentiment increased to 40.3%, while positive decreased to 26.3%. Based on the model accuracy evaluation, in the Jokowi period, the NBC algorithm showed the best performance with an accuracy of 73%, while in the Prabowo period, the SVM algorithm excelled with the highest accuracy reaching 81%. These findings provide a dynamic picture of public perception of IKN policies under two different governments.
Co-Authors 'alimah, Muta A.A. Ketut Agung Cahyawan W Abbas, Bakhtiar Abdul Arif, Abdul Abdul Azis Abdul Kadir Patta Abdul Pattawe Abdul Razak abdulah, abdulah Abdullah Abdullah Abdullah, Muhammad Ikbal Abdurrafi, Faishol Abednego, Abednego Abriyanto, Heru Abror, Naufal Ade Irma Suryani Ade Kusuma, Muhammad Wira Adientya Yaniz Ulinuha, Adientya Yaniz Affandi, Mohammad Ilman Afiat, Husnul Afriani, Delvi agrita, tri wera Agus Darmawan Agus Darmawan AGUS ROHYADI Agusriyadin, Agusriyadin Agustin, Maya Agustina Ahfandi Ahmad Ahmad Rizani, Ahmad Ahmad Suriansyah ahmad yani Ahmad, Badu Ahmad, Haslina Ahsyar, Tengku Khairil Ahsyar, Tengku Kharil Ainah, Ainah Aisjah Juliani Noor, Aisjah Aisya Aisya, Aisya Aisya, Sitti Ajatkan, Ajatkan Akbar, Ahmad Dwi Rendika Akbar, Fatimah Azzahra Akhir, La Ode Akhmad Darmawan Al Hidayah, Riama Al Kiramy, Razanul Alam Anshary Alam, Alji Ridwan Syah Alchamda, Ibnatusyuchriya Alfianto, Lucky Alhamni, Vega Fakis Ali Djamhuri Ali, Firman Alif, Alfiah Alifariki, La Ode Alimuddin Ali Alisya, Tita Alphinia, Arum Alvina Aulia, Alvina Amariaman, Rahma Amin, Nur Azza Ampauleng, Ampauleng Anahyu, Yelfi Dwi Ananta , Nur Via Andi Darmawati, Andi Andi Haryati Hasrib Andi Markarma Andi Nurhikmah Andri Prasetiyo Andriani, Opi Angelin, Namira Maulidya Anggraini, Adelia Angraini Angraini Anisa Anisa Anjarwati, Ani Anofrizen Anofrizen Anom Wahyu Asmorojati Ansyah, Ferdy Anugerah Febrian Syam Anwar Apdoludin Apdoludin, Apdoludin Aprilia, Mili Apriliya, Ella Aprizan, Aprizan Arfianti, Nabila Anggi Arfriandi , Arief Arfriandi, Arief Ariani, Novita Arief Hidayat Arief, Rifqy Lamkaruna Arif Marsal Arifin Arifin Arisman, Anton Arman Jaya Arrazak, Fadlan arsyad, azman Arwadiah, Arwadiah Ashari, Novita Asih Tri Rachmi Asnah, Nur Asriyani, Asriyani Asrul Asrul Assobry, Muhammad Habib Astrilia Damayanti Astuti Amin Auliani, Sephia Nazwa Avana, Nurlev AVANA, NURLEV Awalia, Dzur Awaludin Awaludin, Awaludin Ayudita Ayudita Azahra, Ajeng Cyntia Azisah, Azisah AZIZAH AMAL Azizah, Cantika Nur Azizi, Tamzil Bafadal, Usman Bagus Sartono Bahari, Samsul Bahlawan, Zuhriyan Ash Shiddieqy Bakri Hasanuddin Bakry, Moh. Iqbal Bayu Triwibowo Belka, Putri Boangmanalu, Raya Fitri BR. Purba, Eka Purnama Sari Burhanuddin Burhanuddin Cahyani, Regita Carissa, Fihan Chandra, Natalia D.G.E, Tantama. Daiyah, Isrowiyatun Dalimunthe, Syadwina H. Darmawan, A. Muh Alfian Darmawan, A. Muh. Alfian Darmawan, Raffio Rasta Dede J. Sudrajat Dedek Helida Pitra Delvika, Bayu Despitri, Era Dewi , Vonny Khrena Dewi , Vonny Khresna Dewi Mulfiyanti Dewi Nurhayati Dewi Selvia Fardhyanti Dewi, Sinta Maria Dewi, Vonny Khresna Dewijanti, Indah Dwiatmi Dewiyanti, Indah Dwiatmi Dharmawan, Vincentius Fernando Dhoni Hartanto Dian Neni Naelasari Diba, Ratu Farah Dimas Maulana, Rio Diski, Diski Djamaluddin, Suci F Doni Rahmat Wicakso Dwi Andayani, Dwi Dwi Wahyu Artiningsih Dwi Yuny Sylfania Dwinnie, Zairy Cindy Dwita, Vidyarini Dwynne, Zaira Cindya Edi Kamal, Sainal Efendi, Harisman Efi Kristiana Efriyanti, Liza Eka, Nali Eki Saputra Ekowati, Sri Elina, Reni Eliza, Eliza - Elizabeth, Sri Megawati Elvi Rusmiyanto Pancaning Wardoyo, Suci Lestari, Mukarlina, Endang Pujiastuti Erni Masdupi Erni Yuliastuti Erni Yuliastuti Eti Hadiati Ezliana, Ezliana F, Irena. fadhilah, Andi Nila Nur Fahmi Rifai Fahril, Muhammad Faizah M Nur Faizah, Muhimmatul Fajri Fajri Fajriah, Rika Nurul Fakhri Kahar Faradisa Anindita Fattah, Muhammad Arifin Fauzan, Rizky Fauzi, Latifah Asmaul Febi Nur Salisah Febrian, Dany Fhitriana, Suzan Fieldren, Gald Fikri, M. Hayatul Filailla, Euis Firman Firman Fithriatus Shalihah Fitma, Fitma Fitrah, Fitrah Ramadani FITRI AFDHAL Fitri Yuliana, Fitri Fitria Jannatul Laili Fitriah, Ma’idatul Fitriah, Ma’idatul Fitriani, Arifah Devi fitriano, ernesto Fitriya M urniyawati, Fitriya M Fitriyani, Ida Flora Pasaru Frameswari, Alfina Franciska, Yunetra Fronita , Mona Furqan, Andi Chairil G, Gosal. Galuh Widiyarti Giansyah, Qhoiril Aldi Gusrinawati, Fatma Guswita, Reni Habibi, Zirul Hadi, Anto J Hadi, Rijalul Faqih Hakim, Zainur Rahman Halim, Fandi Rahmat Halimatussakdiah Halimatussakdiah Hamdani Hamdani Hamid, Helson Hamzah, Muhammad Luthfi Handayani, Dewi Suci Handayani, Putri A. Handro, Fedro Ali Hani Handayani, Hani Hani Mulyani, Hani Haniif Prasetiawan Hapisah, Hapisah Haratua Tiur Maria Silitonga Hari Antoni Musril Hariadi, Yasni Hasan, Sakka Hasanah, Hani Saripatun Hasanuddin, Nayla Wahdania Hasaruddin Hasaruddin Hasiri, Ery Muchyar Hasniaty, Hasniaty Hasrida, Hasrida Hasriyanty Hasriyanty Hasyim, Muh. Farid Hasyim, Muhammad Farid Hasyim, Muhammad Farid Hasyim, Wahyudin Heffi Alberida Hendra Sudarso Hendri, Desvita Hendris Hendarsyah Kurniawan, Hendris Hendarsyah Heri Syahrian, Heri Herman Herman Hermes, Christian Daniel Hidayat, Puput Wahyu Husain Umar Husniati, Andi Hutomo , Gayuh Aditya Hutomo, Gayuh Aditya I Ketut Suada I PUTU GEDE P. DAMAYANTO, I PUTU GEDE P. Ida Ayu Putu Sri Widnyani Idria Maita Idriani R, Nova Ilahi, Kurnia Ilham Ilham Ilham Yuli Isdiyanto Ilyas, Sitti Nurhidayah Imansyah, M. Aditiya Indah D Dewijanti, Indah D Indah Slamet Budiarti, Indah Slamet Indahyanti, Rarah Indalifiany, Astrid Indar Ismail Jamaluddin Indriyani, Dita Indriyani, Yulia Inggih Permana Irda, Irda Fitri Irina, Angela Irma Kartika Wairooy, Irma Kartika Irma Suryani Irman Irman Irmayani Irmayani Irvan , M. IRWAN LAKANI Irwana, Rina Isaroyati, Luluk Ismail . Ismail Ismail Ismarini, Novi Ismawati Ismawati Isnaniah, Isnaniah Isrowiyatun Daiyah Izatul Mardiah, Indah Jaelan Usman, Jaelan Jalaluddin Jalaluddin Jannati, Salsabillah Januarsih, Januarsih Japriska, Yusri Jazman, Muhammad Jumadi Jumadi Jumana, Jumana Jumiati Jumiati Jumita, Jumita Juniati, Endang Juniawan, Fransiskus Panca Jusmanila, Jusmanila Kadang, Yuniharce Kadang, Yuniharce Kadang, Yuniharce Kadang Kamaruddin Kamaruddin Kasim, Nur Alam Kathryn Sugara Keristin, Usnia Wati Khairani, Luthfia Khairani, Siti Khairi, Nur Khairil Arif Khairir Rizani Khairuddin - Khairunnisa, Putri Khoiroh, Ianatul Khusna, Maidatul Kirana, Rita Komariyatin, Nurul KORNELIUS, YOBERTH Kristiana, Efi Kune, Syarifuddin Kuntoro Kuntoro Kurniawan, Muhammad Akbar S. Kuryanti, Tri Kusdianto, Kusdianto Kusuma, Muhammad Wira Ade Kusumajaya, Hendra La Na’ani La Ogo, Annisa Rizky Lasty Agustuty Lauwson, Maria Angel Layla, Muslena Lazuba, Shavira leni, Marleni Lestari Lestari Lestari, Danur Lia Meilawati Lily Thamrin Liong Boy Kurniawan, Liong Boy Lotulung, Puspa Dewi N. Lubis, Ayuni Fachrunisa Luhur Wicaksono LUKMAN, LUKMAN Lumbessy, Salnida Yuniarti Lusi, Lusi Lutfiani, Dhea Lutfiyanti Fitriah, Lutfiyanti Lutfiyatul Wahdah M. Afdal M. Irfani Hendri M. Khairul Anwari M. Rasyid Ridha M.Afdal M.Afdal, M.Afdal M.G, Dewantoro. Madira, Benny YK Maemunah Maemunah Magfiroh, Fatimatul Maharani Maharani, Maharani Mahendra, Alwi Azis Malinda Malinda, Malinda Manduapessy, Rulan L. Mardiansyah Mardiansyah, Mardiansyah Maria Ulfah Marissa Angelina Marleni Marleni Marpaung, Muhammad Nazaruddin Maryanti, Endang Marzuqi, Yasir Mar’atun Jannah, Imrawati, Muzakkir Baitz, Maulidya, Mely Tri Maulinda, Elvi Sahri Maulita Indrisari, Maulita Mawaddah, Zuriatul Mawarni, Dian Iga Ma’ruf, Abdul Hakim Medi Hendra, Medi Meilani, Ni'ma Meivinia, Alifda Putri Meldawati, Lucyani Melianti, Melianti Melsiana, Melsiana Miftahul Jannah Minarti Minarti Mochammad Yuwono Mogawani, Mogawani Mona Fronita, Mona Moriza, Tengku Muammar Muammar, Muammar Mubarak , Haykal Alya Mubarak MR, Najmuddin mubarak, azhar aras Much Deiniatur Muh Muhlis, Muh Muhamad Jalil Baari Muhammad Din Muhammad Nur Muhammad Rusdi Muhammad Syaiful Muhammad Syukri Muhammad Yamin Muhammad Zanzibar Muhammadi, Fauzan Muhyiatul Fadilah Mukammil, Mukammil Mulya, Jumiatul Mundzir, Mediantiwi Rahmawita Munzir, Medyantiwi Rahmawita Mus, Suwahyuni MUSLIMIN IBRAHIM Muslimin, Lukman Mustaqim, Afifah Maghfirah Mustika Fitri Mustika, Dwi Muthia Roza Linda, Muthia Roza Mutia, Risma Mutiara, Fatiah Mutiroh, Mutiroh Muttakin, Fitriani Nailul Amani Naldi, Mhd Rey Nanda Nazira Naomi Fadillah Christine Simalango, Cindy Nasrudin, Abdul Rohman Nasution, Nur Shabrina Nayla, Adinda Nazaf, Latiful Na’ani, La Nency, Olivia Ni Komang Wijiani Yanti Ni Putu Sri Pinatih Nina Artanti Ningrum, Ayu Eka Setia Ningrum, Meriana Prihati Ningsih, Fuji Asmiati Nirwana, Indah Novalia Widya Ningrum, Novalia Widya Novia Anugra Novitawati Novitawati Nugrah, Shinta Selina Nur Auliyaa, Raissa Putri Nur Hasan Nur Rohmah Nur Rohmah Prihatanti Nurafifah, Nurafifah Nurdiani, Syarifah Mita Nurdin Nurdin Nurdin, Fadilah Nurfadillah Nurfadillah Nurhaliza, Nurhaliza Nurhayanti, Nurhayanti Nurhayati, Andi Armanto Nurhayati, Lia Nuriah, Yuyun Nurimani, Nurimani Nurkhaeratih, Nurkhaeratih Nurlina, Agustina Nurmadhani Fitri Suyuthi Nurmasitah , Sita Nurmasitah, Sita Nursamsiar Nursamsiar Nursinar, Nursinar Nurul Hikmah Nurul Izza AR Nurwadiah, Nurwadiah Nuryoto Oki Dermawan Oktanina, Rahmi Oktaviani, Yola Oktriani, Dilla Frisilia Onsardi, Onsardi P., Sri Megawati Elizabeth paluseri, Andi Pamaharyani, Luchiandini Ika Pandu Satriya Hutama Pangestu, Indra Sakti Parbuntari, Hesty Pata, Abdul Asis Patandung, Gerfan Patandung, Gerfan Permana, Jeki Harya Permata sari, Peni Lia Permata, Ferina Indah Pradiza, Zefanya Pramana Saputra Pramana, Jeki Harya Pramono, Ambulu Putri Prancisca, Stella Prasetyo, Ridwan Anung Pratama, Ahmad Aditya Pratama, Alfiansyah Aji Pratama, Muhammad Ripaldo Pratama, Pangeran Fadillah Pratama, Rizky Arya Pratiwi, Devi Arsinta Prihatanti, Nur Rochmah Prihatanti, Nur Rohmah Primahana, Gian Priska, Geby Delin Purnama, Erlix Puspa Leni Puspita, Dessy Ratna Pusvita, Mega Ria Putera, Thariq Pratama Puteri Kharisha, Miftahul Jannah Ahyana Putra Astaman Putra, Defri Indra Putra, Habib Dwi Putra, Randi Eka Putra, Tandra Adiyatma Putra, Wahyu Eka Putri , Radenrara Dewi Artanti Putri Aprilia Putri, Berliana Ivoni Putri, Dwiana Asmara Putri, Fella Putri, Frans Siska Chandra Putri, Martha Bella Chandra Putri, Nadila Putri, Resti Hidayati Putri, Riskia Farasyfa Putri, Rizka Amelia Qayyum, Abdul Rahman Qomariyah, Ryzca Siti R.Y, Ningsih. Racellita, Racellita Radenrara Dewi Artanti Putri, Radenrara Dewi Artanti Radiani, Eka Raditya, Muhammad Zacky Rado Tampubolon, Rio Rafdinal Rafdinal Rafidah Rafidah Raharjo Raharjo Rahayu, Dwi Sri Rahayuningsih, Titien Rahmadani, Nurul Putri Rahmadhani, Aulya Rahman, Sufirman Rahmani, Sari Rahmat Rahmat Rahmatia Thahir Rahmatun, Rizki Rahmawita M, Medyantiwi Rahmawita, Medyantiwi Rahmi, Sagita Nea Rahmianti, Sri Rahmiati Rahmiati Rahmina, Anita Raisa, Daeva Mubarika Ramadhan, Nurtiaz Mumtaziah Ramadhani, Indah Ramadhani, Umi Tri Ramadhanil Pitopang Ramli, Salmiati Rangkuti, Nur Aminah Ranu, Hapi Rasiban Rasyd, Suliani Ratna Herawatiningsih Ratna Juwita Ratnawati Dwi Putranti Honorata raudatul jannah Razak, Askari Reski Dwi Okti Retnowati, Kiki Rezal, Ahmad Rhemahita, Yeshua Renaldi Doma Rice Novita Riesta Primaharinastiti, Riesta Rinawati, RR.Sri Arini Winarti Rini, Dwi Maryu Ris Akril Nurimansjah Riska Riska riski, ade Risnawati Risnawati Risnawati, Fina Risqika, Risqika Rita Kirana Riza Praditha Rizaldy, Mhd Agung Rizki, Muhammad Prabu Rizna Triana Dewi Rohaya, Rohaya Roosevelt, Alfreds rosa dwi kurniawan, rosa dwi Rosyid, Sujud Z Rozanda, Nesdi Evrilyan Rubiati Hipni Rubiati Hipni, Rubiati Rully Charitas Indra Prahmana Rusli Ngatimin Rusmayadi Rusmilawati Rusmilawati Rusmilawaty Ruviah, Saniatun Ruwaida, Fahlepi S, Banjarnahor S D S, Rayhanna Fadillah S, Thutano. Sabrina, Syintia Sachnaz Desta Oktarina Sadat, Mohammad Anwar Saipul Annur Sajuni, Ahmad Sakdiah, Gewik Sakerani, Sakerani Sakir, A Salmawati Salmawati, Salmawati Salsabila , Luvena Salsabila, Infra Salsabila, Luvena Salsabilla, Raudhah Samaria, Siti Sami, Fitriyanti Samsidar Samsidar Samsurizal, M. Sulaeman Sani, Syahrul Sania, Chika Alita Saputra , Eki Saputra, Mohamad Dimas Arya Saragih, Krissi Wahyuni Sari, Elii Novita Sari, Yunni Novita Sartina, Ari Satriani Satriani Satrya Wahyu Dwi Saputra Savra, Daffa Takratama Sawita, Nada Sawitri , Windi Selviana, Noor Fitri SENDY PRATIWI RAHMADHANI Seniorita Seniorita Septiamurti , Anggun Setiawan, Ibnu Inu Setyobudi Setyobudi Shaquille, Haikal Sigit Mulyanto Simanjorang, Asyiah Simbolon, Uly Fetty Sinaga, Mesi Sirajuddin Sirajuddin Siregar, Anggi Pramono Sitanggang , Desy Manuela Boru Sitanggang, Desy Manuela Boru Sitepu, Eka Lestari Siti Monalisa Siti Zuliyah Sitti Khadijah Sitti Nurkhaerah Soep Sofa Fajriah Sofia, Norlaila Sofian, Sofian Sofna Dewita Sari Banjarnahor, Sofna Dewita Sari Sofyan Zainal Sofyan, Mardian Solly Aryza Sri Anjani Sri Cahyo Wahyono Sri Lestari Sri Megawati SUDARMIN MANIK, SUDARMIN Sudiro Sudiro Sufiawati, Desy Sugandi, Sugandi Sugeng Santoso Sugianto, Devin Orlando Suherman, Suherman Suherman, Suherman suhrawardi, suhrawardi Sujana, Wiji Santika Sukirno Sukirno Sulfiyana H. Ambo Lau Sulistyarini, Sulistyarini Sulman, Gina Sumarlin Mus Supardi, Nurjannah Supriadi Supriadi Supriadi, Ali Supriadi, Edi Suprida, Suprida Surahman Cinu Suriah Suriah Surianti, Wa Ode Surya, Andi Dwi Suryadi Suryadi Suryani Suryani Suryanti Susi Susanti Susilawati, Weni Suwito, Slamet Syafitri, Laila Syafiuddin Syafiuddin Syahdan, St Syahirah, Nafla Syahputra, Razen Syahri, Alfi Syahril Gunawan, Slamet Achmad Syaiful Rohim Syaifullah Syaifullah Syamsu Nur, Syamsu Syamsul Bahri Tahir, Nurbiah Tahirah, Ilmi Tahiru, Yohana Tama, Naufal Safiq Tamimi, Azlya Salsabila Tampubolon, Eliut Tarigan Sibero, Jitasari Tarigan, Krisnawati Tatong Hariyanto Teddy, Vincent Colin Jatmiko Tengku Riza Zarzani N Teni Ernawati Tjipto Haryono Tri Ayu Lestari Natsir Tri Tunggal, Tri Tri Tunggal2 Tri Wahyudi Tri Wiyoko Tri Yuliani, Tri Triningsih, Elsa Triwahyuningsih, Triwahyuningsih Triyani, Meta Tshamaroh, Muthia Tunggal, Hj. Tri Tuzahra, Siti Mutia Tyastuti, Anastasia Purba Puspita Yudha Training Uleng Bahrun, Uleng Utami, Nabila Vabelta, Novra Vauzia, Vauzia Viana, Zelita Viariska, Ferdita Yurike Vienlentia, Raisa Vincent Vincent, Vincent vonny khresna dewi Wahdini, Wahdini Wahidah, Fitria Wahyudi, Luthfi Wahyuni Sari, Rasidah Wahyuni Zam Wahyuni, Desti Tri Wati Wati Widasary, Lucy Wijaya, Sandi Winaningsih, Ima Winata, Rahmad Waviq Wiranata, Anak Agung Gede Wiranto, Muhammad Farid Wiwiek Hidayati Wiwik Ekyastuti Yacobus, Alfreds Roosevelt Yahya, Fahmi Yanti, Rahma Yesi Mutia Basri Yohanes, Kris Yehuda Yuda, Afi Ghufran Yugoyekti, Ahmad Yuli Astuti Yulianti, Annisa Yulianti, Mega Sara Yulianti, Nelvi Yulianto Yulianto Yulinda, Ade Tiara Yulita, Silvia Yulizar Kasih Yuniarti Yuniarti Yuniarti, Eny Yuniati Yuniati Yusnita, Feriyanti Yusuf Rumbino Zainal Berlian Zaki, Abdun Zakiah Zakiah Zam, Wahyuni Zarnelly Zarnelly Zarqani, Zarqani Zarry, Cindy Kirana Zikri, Muhammad Hafis Zubaydah, Wa Ode Sitti Zuhriyah, Aminah Zulfiah, Zulfiah Zulkifli Zulkifli Zunnurain, Zunnurain