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Gold Price Prediction Using the Fuzzy Time Series Saxena-Easo Method Fernando, Anjas; Lubis, Riri Syafitri; Cipta, Hendra
International Conference on Sciences Development and Technology The 1st ICoSDTech 2021
Publisher : International Conference on Sciences Development and Technology

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (444.013 KB)

Abstract

Gold is an investment that has the smallest risk compared to other investment methods, but every time the price of gold always fluctuates. This fluctuation will make it difficult for investors, the government, or those who need gold price data to see how the prospects for gold investment are going forward. To overcome this, a prediction or forecast is made. One of the forecasting methods developed with fuzzy theory is the Saxena-Easo fuzzy time series method. In this study, this method will be used to predict gold prices in the period 17 August 2021 to 31 December 2021. The purpose of this study is to determine the value of gold prices for the period 17 August 2021 to 31 December 2021 and to determine the accuracy of the fuzzy time series method. Saxena Easo. While the parameter used to measure forecasting accuracy is MAPE, if this parameter is in the range of 10% to 20% then the forecasting result is good, and if the parameter is below 10% then the forecast result is very good. The results of forecasting gold prices in the period 17 August – 31 December 2021 have a value that tends to increase and the MAPE obtained is 0.024277%. Therefore, it can be said that the prediction results for certain parameters are very good.
Analysis of Contraceptive Use Rates on Fertility Rates Using the Chaid Method (Chi-Squared Automatic Interaction Detection) Muliawan, Hari; Lubis, Riri Syafitri; Widyasari, Rina
International Conference on Sciences Development and Technology The 1st ICoSDTech 2021
Publisher : International Conference on Sciences Development and Technology

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (407.547 KB)

Abstract

Fertility is the result of real reproduction (live-born babies) from a woman or a group of women or the number of children that will be born by a woman during her reproductive period. Children born to a woman have 2 categories in the BKKBN, namely the number of children > 2 and the number of children 2. The fertility/birth rate by the number of children > 2 reaches 60.9%, so it is not following the BKKBN target because the target birth rate > 30% is included in the category tall. One of the efforts to control the fertility rate is by using contraception. A contraceptive device is a tool or method to prevent pregnancy. The existence of contraceptives but the fertility rate is still high So it is necessary to do targeting (targeting) with the CHAID (Chi-square Automatic Interaction Detection) method. This method is used for targeting and knowing which contraceptives are the most significant, effective, and have the strongest influence on fertility levels to launch BKKBN targeting efforts in seeking population control. The result of the largest Chi-square test is female sterilization, which is 28.624. From the data, it can be concluded that the fertility rate/number of children 2 or >2 is mostly affected by the use of female sterilization contraceptives, and female sterilization is the most effective contraceptive method. This tool can help BKKBN in achieving the target.
PENGEMBANGAN VIDEO PEMBELAJARAN MATEMATIKA BERBASIS ADVANCE ORGANIZER Turrizqiya, Aulia; Syafitri Lubis, Riri
Algebra : Jurnal Pendidikan, Sosial dan Sains Vol 3 No 4 (2023): ALGEBRA : JURNAL PENDIDIKAN, SOSIAL DAN SAINS
Publisher : Yayasan Amanah Nur Aman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58432/algebra.v3i4.228

Abstract

ABSTRAK Penelitian ini bertujuan untuk melihat proses pembuatan video pembelajaran berdasarkan model pengembangan ADDIE, melihat tingkat kevalidan, kepraktisan dan keefektifan dari media pembelajaran Advance Organizer berbantuan pendekatan open ended pada materi persamaan dan fungsi kuadrat. Subjek pada penelitian ini yaitu peserta didik di kelas X IPA 1SMA Darussalam yang berjumlah sebanyak 25 peserta didik. Instrumen pada penelitian ini menggunakan angket untuk melihat kevalidan dan kepraktisan media dan tes hasil belajar peserta didik untuk melihat tingkat keefektifan dari media yang dikembangkan.Pembuatan video ini dilakukandengan5 tahapan, yaitu analysis (analisis), design (desain), development (pengembangan), implementation (implementasi) dan evaluation (evaluasi). Hasil penelitian ini menunjukkan bahwa tingkat kevalidan dari media pembelajaran sebesar 2,7 dengan kategori baik/cukup valid. Untuk tingkat kepraktisan dari media pembelajaran berdasarkan angket respon peserta didik sebesar 3,53 dengan kategori kurang baik/ kurang praktis dan angket respon guru matematika sebesar 4,64 dengan kategori baik/ cukup praktis. Sedangkan untuk tingkat keefektifan dari media pembelajaran berdasarkan hasil perhitungan validitas instrumen soal test menggunakan rumus korelasi product moment dengan angka kasar diperoleh rata-rata sebesar 0,869 dengan kategori sangat tinggi. Nilai thitung 8,434 dan nilai ttabel 0,396, sehingga instrumen soal test signifikansi dengan taraf kesalahan α = 0,05 atau 5%. Persentase ketuntasan klasikal peserta didik diperoleh rata-rata sebesar 80% dengan kategori baik, maka media pembelajaran ini dikatakan efektif. Kata Kunci: Pengembangan; Media Pembelajaran; Advance Organizer; Open Ended; ADDIE.   ABSTRACT This research aims to look at the process of making learning videos based on the ADDIE development model, looking at the level of validity, practicality and effectiveness of the Advance Organizer learning media assisted by an open ended approach to the material on equations and quadratic functions. The subjects in this research were students in class X Science 1 Darussalam High School, totaling 25 students. The instrument in this research uses a questionnaire to see the validity and practicality of the media and a test of student learning outcomes to see the level of effectiveness of the media being developed. The making of this video was carried out in 5 stages, namely analysis, design, development, implementation (implementation) and evaluation (evaluation). The results of this research show that the level of validity of the learning media is 2.7 in the good/fairly valid category. The level of practicality of learning media based on the student response questionnaire was 3.53 in the not good/less practical category and the mathematics teacher response questionnaire was 4.64 in the good/quite practical category. Meanwhile, the level of effectiveness of the learning media based on the results of calculating the validity of the test question instrument using the product moment correlation formula with rough numbers obtained an average of 0.869 in the very high category. The tcount value is 8.434 and the ttable value is 0.396, so the significance test question instrument has an error level of α = 0.05 or 5%. The average percentage of students' classical completeness is 80% in the good category, so this learning media is said to be effective. Keywords: Development; Instructional Media; Advance Organizer; Open Ended; ADDIE.
PENGARAUH MODEL PEMBELAJARAN TEAMS GAMES TOURNAMENT DAN THINK TALK WRITE TERHADAP KEAKTIFAN DAN HASIL BELAJAR SISWA Sahraini Siregar, Fadilatus; Neliwati; Syafitri Lubis, Riri
Algebra : Jurnal Pendidikan, Sosial dan Sains Vol 3 No 4 (2023): ALGEBRA : JURNAL PENDIDIKAN, SOSIAL DAN SAINS
Publisher : Yayasan Amanah Nur Aman

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Abstract

ABSTRAK Penelitian ini bertujuan untuk mengetahui Pengaruh Model Pembelajaran Teams Games Tournament Dan Think Talk Write Terhadap Keaktifan Dan Hasil Belajar Matematika Siswa Pada Materi Persamaan Kuadrat Kelas IX MTs Yayasan Cerdas Murni Tahun Ajaran 2020/2021.Penelitian ini adalah penelitian kuantitatif, dengan jenis penelitian quasi eksperimen. Populasinya adalah seluruh kelas IX MTs Cerdas Murni tahun ajaran 2020/2021 yang berjumlah 95 siswa. Sampel yang digunakan oleh peneliti adalah kelas IX 1 dan IX 2 yang masing-masing berjumlah 30 siswa untuk dijadikan kelas eksperimen I dan II yang ditentukan dengan cara sampling jenuh. Hasil temuan ini menunjukkan: 1) Terdapat pengaruh pembelajaran menggunakan model pembelajaran teams games tournament dan think talk write terhadap keaktifan belajar matematika siswa pada materi persamaan kuadrat kelas IX MTs Cerdas Murni dengan Fhitung = 7,813 > Ftabel pada taraf (a=0,05) = 4,043; 2) Tidak terdapat perngaruh model pembelajaran teams games tournament dan think talk write terhadap hasil belajar matematika siswa pada materi persamaan kuadrat kelas IX MTs Cerdas Murni, dengan ????ℎ???????????????????? = 2,157 < ????????????????????????pada taraf (a = 0,05) = 4,043 ; 3) Terdapat pengaruh model pembelajaran teams games tournament dan think talk write terhadap keaktifan dan hasil belajar siswa pada materi persamaan kuadrat kelas IX MTs Cerdas Murni, dengan????ℎ???????????????????? = 1,061 > ???????????????????????? pada taraf (a = 0,05) = 10,004. Kata Kunci : Keaktifan; Hasil Belajar; Model Pembelajaran.   ABSTRACT This research aims to determine the influence of the Teams Games Tournament and Think Talk Write learning models on student activity and mathematics learning outcomes in quadratic equation material for Class IX MTs Smart Murni Foundation for the 2020/2021 academic year. This research is quantitative research, with a quasi-experimental type of research. The population is all class IX of MTs Smart Murni for the 2020/2021 academic year, totaling 95 students. The samples used by researchers were classes IX 1 and IX 2, each with 30 students to be used as experimental classes I and II which were determined using saturated sampling. The results of these findings show: 1) There is an influence of learning using the teams games tournament and think talk write learning models on students' active mathematics learning in quadratic equations material for class IX MTs Smart Murni with Fcount = 7.813 > Ftable at level (a=0.05) = 4,043; 2) There is no influence of the team games tournament and think talk write learning models on students' mathematics learning outcomes in quadratic equations material for class IX MTs Smart Murni, with ????ℎ???????????????????? = 2.157 < ????????????????????????at the level (a = 0.05) = 4.043; 3) There is an influence of the teams games tournament and think talk write learning model on student activity and learning outcomes in quadratic equation material for class IX MTs Smart Murni, with ????ℎ???????????????????? = 1.061 > ???????????????????????? at the level (a = 0.05) = 10.004. Keywords: Activeness; Learning outcomes; Learning model.
Analisis Diskriminan Penggunaan Media Sosial di Kalangan Mahasiswa UIN Sumatera Utara Rakhmawati, Fibri; Sari, Rina Filia; Lubis, Riri Syafitri; Simanjuntak, Ruth Mayasari
Jurnal IPTEK Bagi Masyarakat Vol 4 No 2 (2024)
Publisher : Ali Institute of Research and Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55537/jibm.v4i2.1024

Abstract

This study aims to identify significant differences between students who actively use social media and those who do not in the Faculty of Science and Technology at UIN Sumatera Utara, determine distinguishing variables between the two groups, develop a two-factor discrimination model, and test the model's accuracy. The study sampled 1,800 students from 220 study programs, with data collected through a questionnaire. The credibility and validity of the questionnaire were tested using SPSS with Wilk's Lambda and F-test. Discriminant analysis was employed to identify distinguishing variables, such as access, photo uploads, status updates, link sharing, and live stories, and to determine the membership proportions of each group. The results indicate significant differences in behavior between active and inactive social media users, with cross-validation showing a classification accuracy of 77.0%. These findings provide valuable insights into social media usage patterns among university students.
Optimasi Kapasitas Biaya Produksi Furniture Menggunakan Heuristik Medhod Siregar, Evi Borliana; Syafitri Lubis, Riri
Progresif: Jurnal Ilmiah Komputer Vol 19, No 2: Agustus 2023
Publisher : STMIK Banjarbaru

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35889/progresif.v19i2.1500

Abstract

Increasingly tight and competitive industrial competition in Indonesia requires business people to increase effectiveness and efficiency in all fields. Company PT. Jibta Rimba Djaja is included in the log smelting industry which produces plywood products which have continued to experience an increase in demand in recent years. As demand tends to increase, problems related to production begin to emerge. One of them is about optimizing product capacity and consumers often cancel purchases because currently there are so many obstacles such as a lack of products and a lack of manpower when demand is quite high. This study aims to develop a production plan to meet demand at the right time by using the remaining sources or alternatives with the minimum cost of the entire product. The method used is the Heuristic Method. With Forecasting using the Weight Moving Average Method, the Exponential Smoothing Method and the Somple Moving Average Method. Then the optimization analysis method is carried out using the Labor control method, the Inventory Control Method, the Subcontract Control Method and the Mixed Method. This study concludes that the labor control method is the lowest Heuristic method for optimizing furniture  production cost capacity with the smallest cost of Rp. 1,240,824,057.Keywords: Production; Capacity Optimization; Heuristic method; Forecasting; Cost Efficiency AbstrakSemakin ketat dan kompetitifnya persaingan industri di Indonesia menuntut para pelaku bisnis untuk meningkatkan efektifitas dan efisiensi di segala bidang. Perusahaan PT. Jibta Rimba Djaja termasuk industri peleburan kayu bulat yang menghasilkan produk triplek yang terus mengalami peningkatan permintaan dalam beberapa tahun terakhir. Seiring dengan permintaan yang cenderung meningkat, maka permasalahan yang berkaitan dengan produksi mulai muncul. Salah satunya adalah mengenai pengoptimalan kapasitas produk dan sering konsumen membatalkan pembelian karna saat ini banyak sekali kendala seperti kurangnya produk dan kurangnya tenaga kerja di saat permintaan yang cukup tinggi. Penelitian ini bertujuan untuk menyusun suatu rencana produksi untuk memenuhi permintaan pada waktu yang tepat dengan menggunakan sumber-sumber atau alternatif-alternatif yang tersisa dengan biaya yang paling minimum dari keseluruhan produk. Metode yang digunakan adalah Metode Heuristic. Dengan Forecasting menggunakan Metode Weight Moving Avrage, Metode Exponensial Smoothing dan Metode Somple Moving Avarage. Kemudian cara analisis pengoptimalan dilakukan dengan metode pengendalian Tenaga Kerja, Metode Pengendalian Persediaan, Metode Pengendalian Subkontrak dan Metode Campuran. Penelitian ini menyimpulkan metode pengendalian tenaga kerja merupakan metode heuristik terendah untuk mengoptimalkan kapasitas biaya produksi furniture  dengan biaya terkecil sebesar Rp. 1.240.824.057.Kata kunci: Produksi; Pengoptimalan Kapasitas; Metode Heuristic; Forecasting; Efesiensi Biaya
Penerapan Metode Ensemble K-Nearest Neighbor untuk Memprediksi Indeks Pembangunan Manusia di Provinsi Sumatera Utara Oktaviana, Oktaviana; Lubis, Riri Syafitri; Widyasari, Rina
Justek : Jurnal Sains dan Teknologi Vol 7, No 4 (2024): Desember
Publisher : Unversitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31764/justek.v7i4.27031

Abstract

Abstract:  The Human Development Index is one of the important indicators to illustrate the level of success of a region in trying to build the quality of its population in terms of health, education and others. On the island of Sumatra out of 10 provinces, the Human Development Index in North Sumatra Province is still far behind when compared to Riau Islands Province. This is due to the lack of government role in improving human development in a region. The purpose of this study is to determine the prediction results of the Human Development Index value in North Sumatra Province using the Ensemble K-Nearest Neighbor method and see how much accuracy the Ensemble K-Nearest Neighbor method has to predict the Human Development Index. One method that can be used in predicting the Human Development Index is the Ensemble K-Nearest Neighbor method. K-Nearest Neighbor is a method that determines the label (class) based on distance. To optimize the performance of the K-NN method in making predictions, ensemble techniques are needed. Based on the research conducted, the prediction results obtained using the K-Nearest Neighbor Ensemble method have an average of 72.97 with a MAPE value of 2.1%, which is much better when compared to only using the Single K-NN method which has a MAPE value of 2.38%. Abstrak: Indeks Pembangunan Manusia adalah salah satu indikator penting untuk menggambarkan tingkat keberhasilan suatu daerah dalam usaha membangun kualitas penduduknya baik dari segi kesehatan, pendidikan maupun lainnya. Di pulau Sumatera dari 10 provinsi yang ada, Indeks Pembangunan Manusia di Provinsi Sumatera Utara masih jauh tertinggal jika dibandingkan dengan Provinsi Kepulauan Riau. Hal demikian diakibatkan masih kurangnya peran pemerintah dalam meningkatkan pembangunan manusia disuatu daerah. Tujuan dari penelitian ini yaitu untuk mengetahui hasil prediksi nilai Indeks Pembangunan Manusia di Provinsi Sumatera Utara menggunakan metode Ensemble K-Nearest Neighbor serta melihat seberapa besar tingkat akurasi metode Ensemble K-Nearest Neighbor untuk memprediksi Indeks Pembangunan Manusia. Salah satu metode yang dapat digunakan dalam memprediksi Indeks Pembangunan Manusia  adalah metode Ensemble K-Nearest Neighbor. K-Nearest Neighbor adalah salah satu metode yang menentukan label (class) berdasarkan jarak. Untuk mengoptimalkan kinerja metode K-NN dalam melakukan prediksi diperlukan teknik ensemble. Berdasarkan penelitian yang dilakukan maka diperoleh hasil prediksi menggunakan metode Ensemble K-Nearest Neighbor memiliki rata-rata sebesar 72,97 dengan nilai MAPE 2,1% hal tersebut jauh lebih baik jika dibandingkan hanya menggunakan metode K-NN Tunggal yang memiliki nilai MAPE sebesar 2,38%.
Penerapan Regresi Poisson Inverse Gaussian Pada Faktor Yang Mempengaruhi Jumlah Kasus Demam Berdarah Dengue Di Kabupaten Deli Serdang Wulandari, Mitha; Lubis, Riri Syafitri; Aprilia, Rima
JURNAL PEMBELAJARAN DAN MATEMATIKA SIGMA (JPMS) Vol 10, No 2 (2024)
Publisher : Fakultas Keguruan dan Ilmu pendidikan (FKIP) Universitas Labuhan Batu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36987/jpms.v10i2.6406

Abstract

Data jumlah kasus DBD berbentuk data cacahan dan pemodelannya menerapkan ilmu matematika yaitu ‎Regresi Poisson Inverse Gaussian dikarenakan data mengalami overdispersi atau ‎nilai variansinya lebih besar dari nilai rata-ratanya. Overdispersi menyebabkan ‎kesimpulan yang diperoleh menjadi tidak valid dikarenakan nilai standar eror ‎menjadi underestimate. Tujuan penelitian yaitu untuk mengidentifikasi faktor-‎faktor yang berperan signifikan terhadap jumlah kasus DBD di Kabupaten Deli ‎Serdang dengan menerapkan Regresi Poisson Inverse Gaussian (RPIG). Adapun ‎variabel prediktor yang digunakan yaitu persentase kepadatan penduduk (X1), ‎persentase penduduk miskin (X2), persentase jumlah tenaga kesehatan (X3), ‎persentase jumlah fasilitas kesehatan (X4) dan persentase rumah tangga dengan ‎kondisi sanitasi tidak layak (X5). Hasil yang diperoleh dari model RPIG yang ‎terbentuk dan model yang terpilih memiliki nilai AIC terendah yaitu 201,7206 dengan variabel ‎prediktor yang berperan signifikan pada model yaitu persentase kepadatan ‎penduduk (X1), persentase jumlah penduduk miskin (X2) dan persentase jumlah ‎tenaga kesehatan (X3)‎. Model tersebut menginterpretasikan bahwa meningkatnya 1 rasio persentase kepadatan penduduk maka akan sejalan dengan naiknya rata-rata jumlah kasus DBD sebesar 1,05571683, apabila meningkatnya 1 rasio persentase jumlah penduduk miskin maka akan sejalan dengan menurunnya rata-rata jumlah kasus DBD sebesar 0,815454217 dan apabila meningkatnya 1 rasio persentase jumlah tenaga kesehatan maka akan sejalan dengan menurunnya rata-rata jumlah kasus DBD sebesar 0,00470273982.
PENERAPAN CRITICAL PATH METHOD (CPM) DALAM MENGANALISIS MANAJEMEN WAKTU PADA PERENCANAAN IKLAN GMS DIGITAL MARKETING Cynthia, Mayang Modelina; Cipta, Hendra; Lubis, Riri Syafitri
Jurnal Lebesgue : Jurnal Ilmiah Pendidikan Matematika, Matematika dan Statistika Vol. 5 No. 2 (2024): Jurnal Lebesgue : Jurnal Ilmiah Pendidikan Matematika, Matematika dan Statistik
Publisher : LPPM Universitas Bina Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46306/lb.v5i2.627

Abstract

Planning helps monitor activities. to achieve the expected efficiency and effectiveness. In advertising planning at GMS Digital Marketing, there are often losses. The purpose of this study is to find out how to manage good time in advertising planning in GMS Digital Marketing and find out what efforts can be made so that advertising planning has efficient time. A mathematical approach called Critical Path Analysis (CPM) is used to organize the grouping of project operations. The project activities described using the CPM Method are a two-round procedure consisting of a forward and backward approach to setting a schedule when conducting a critical path analysis. ES and EF are set up during the forwarding process. During the transfer, LS and LF are determined. Early Start (ES) is the fastest way to start an activity. CPM is a cost-cutting approach for projects. We can know when costs and schedules need to be negotiated to meet project deadlines while keeping costs as low as possible. When a dimension is used, then CPM is used. (More accurate time estimates). Therefore, from the results of this study, a critical path is obtained that requires additional labor and time in completing the work
Klasifikasi Kabupaten/ Kota Sejahtera dan Tidak Sejahtera dengan Metode Spectral Clustering pada Provinsi Sumatera Utara Batu, Annisa Rajaq Lumban; Lubis, Riri Syafitri; Harleni, Silvia
Proximal: Jurnal Penelitian Matematika dan Pendidikan Matematika Vol. 8 No. 1 (2025): Sains Matematika dan Pendidikan Matematika
Publisher : Universitas Cokroaminoto Palopo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30605/proximal.v8i1.4887

Abstract

People's welfare is basically a condition whose form is dynamic or in other words its quantitative value will never stop because it will continue to change along with the development of human life needs. In the Regional Medium Term Development Plan (RPJMD) of North Sumatra Province, the government is trying to realize an advanced and prosperous community life. Law No. 11 of 2019 article 3 paragraph 1, it is also written that the purpose of administering social welfare is to increase the level of welfare, quality and survival. As according to the Central Statistics Agency for North Sumatra in 2021 regarding indicators of people's welfare, namely, population, health, education, employment, household consumption and expenditure, housing and the environment, and participation in social activities. To make a strategy to improve the welfare of the people of North Sumatra, the Government needs to determine which districts or cities are prosperous and which are not. This study uses the spectral clustering method in which this method forms clusters obtained according to data taken at the Central Bureau of Statistics which will be carried out in 2022 data taken in 2021. The results of this study indicate the application of the spectral clustering method for classifying prosperous and less prosperous city districts in North Sumatra province and clusters obtained as many as 2 clusters from data from 33 urban districts in North Sumatra province, namely cluster 1 is a prosperous district or city, namely Medan and Deli Serdang, and cluster 2 is a district or city that is not prosperous, namely, apart from Medan and Deli Serdang.
Co-Authors Adisty, Fahliza Ahmad Sugarda Ainun Palihah Alfina Febriani Nasution Anggi Pranata Annisa Fadhliyah Annisa, Nur Alvi Aprilia, Rima Aslam, Fazri Aulia Turrizqiya Batu, Annisa Rajaq Lumban Batubara, Fikri Husin Bella Syahrani Nasution Blaster, Irena Br Siahaan, Erika Handayani Cynthia, Mayang Modelina Dara Nurul Hasnah Dian Darmawan Didik Santoso Didik Santoso Dimas Bagus Arjuna Dinda Renata Cecilia Dwi Haprida Ningsih Elma Dwi Ariana Aprilia Zam Fachrur Rozi Fadilatus Sahraini Siregar Fadillah, Yanna Rezki Fajriana, Fajriana Farwansyah, Mhd Rio Fatmawati, Ayu Isnaini Fernando, Anjas Fuja Nauli Pasaribu Giawa, Freddy Gishela Agra Moukia Gurusinga, Ditha Aulia Harleni, Harleni Harleni, Silvia Hasibuan, Elpita Sari Hazizah, Salsabillah Hendra Cipta Heni Pujiastuti Ilham Salim Siregar Ilham Syaputra Indah Kholila Indah, Windi Rezeki Ir Zulkarnain, Ayu Najmita Binti Irena Blaster Ismail Husein, Ismail Kartika , Dinda Khairun Nikmah Lisa Setia Ningsih Lyra Ananda M Agung Pradana Manurung, Silvi Khairiyah Maudya Nur Azura Mohammad Badri Muhammad Arfie Munawar Muhammad Farhan Mingka Muliawan, Hari Nadhila, Nurul Nasution, Dafa Al Qifti Nasution, Hamidah . Neliwati Neliwati Nenna Irsa Syahputri Nina Amanda nova audry utami Nurmadani Nurmawati Nurmawati Nurmawati Nurul Nadhila Nusantara, Badai Charamsar Oktaviana Oktaviana Palihah, Ainun Pertiwi, Fina Nur Pradana, M Agung Prasetya, Nurul Huda Pratiwi, Miftah Pulungan, Ahmad Fauzan Putri Harahap, Rahmelia Rahmat Darmawan, Rahmat Rakhmawati, Fibri Rambe, Muhammad Vikry Rezky Riani Dwi Lestari Ricka Afriani Rima Aprilia Rima Aprilia Rina Filia Sari Rina Filia Sari, Rina Filia Rina Sari Filia Rina Widyasari Rina Widyasari Ritonga, Nurhalimah Rivani Kabrina Br Surbakti Rizkina, Ayu Rizky Mulyani Ropiqoh, Ropiqoh Ropiqoh, Ropiqoh Rusydi Ananda Ruth Mayasari Simanjuntak Sahraini Siregar, Fadilatus Sajaratud Dur Samsudin, Samsudin Sari, Evi Indah Sintia Agustina Siregar Siregar, Evi Borliana Siregar, Evi Borliana Siregar, Fadilatus Sahraini Siregar, Tanti Jumaisyaroh Siti Jubaidah Siti Rolizah Pohan Siti Zunaida Nasution Suci Permata Sari Suendri, Suendri Sulaiman Ananda Harahap Supiah Supiah Susanti, Komaria Susilowati, Rahmi Suzana, Yenny Syafitri, Ellysa Syahfitri, Fatharani Syahputra, Bayu Teza Syahputri, Linna Syahputri, Nenna Irsa Syarah, Fatmah Tanti Jumaisyaroh Siregar Tri Handayani Tri Lutfiah Wardah Turrizqiya, Aulia Utami, Ristika Dian Vani Hajari Wenny Marta Dolok Saribu Widyasari, Rina Widyasari, Rina Windi Rezeki Indah Wulandari Wulandari Wulandari, Mitha Yahfizham Yahfizham Yoffa Sunita Yulanda Novita Zebua Yulinda, Jeni Zakaria Alfikri Sirait