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Hendra Setiawan

Jurusan Teknik Elektro Universitas Islam Indonesia Yogyakarta

Author-ID : 376929

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Naive Bayes for Diabetes Prediction: Developing a Classification Model for Risk Identification in Specific Populations Arrayyan, Ahmad Zaki; Setiawan, Hendra; Putra, Karisma Trinanda
Semesta Teknika Vol 27, No 1 (2024): MEI
Publisher : Universitas Muhammadiyah Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/st.v27i1.21008

Depending on persuasive statistics, the increasing prevalence of diabetes worldwide is a huge challenge for individuals, families, and nations. According to International Diabetes Federation (IDF) projections, the number of adults with diabetes is expected to rise by an astounding 46% by 2045, to reach 783 million, or one in eight. In response to this growing concern, this research explores the implementation of the Naive Bayes algorithm for predicting diabetes, employing comprehensive data cleansing and randomization techniques. A systematic evaluation of the model's performance is conducted using several training and testing split ratios (65:35, 75:25, 85:15). The outcome showed that the model performed best at the 65:35 split ratio, with accuracy reaching its maximum of 88.16%, precision 0.883, recall 0.881, and f1-score 0.882.

Analisis Makna Leksikal dan Gramatikal Pada Lirik Lagu Berpayung Tuhan Karya Nadin Amizah Nurjanah, Sri; Setiawan, Hendra; Muhtarom, Imam
Jurnal Kajian Ilmu Pendidikan (JKIP) Vol. 5 No. 1 (2024): Jurnal Kajian Ilmu Pendidikan (JKIP)
Publisher : Lembaga Riset dan Inovasi Almatani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55583/jkip.v5i1.968

Maraknya jumlah streaming musik di berbagai platform serta berbagai kalangan baik remaja hingga dewasa, beberapa diantaranya tak jarang hanya mengetahui sebuah lagu tanpa memahami makna dari lagu tersebut. Dalam ilmu semantik terdapat berbagai jenis makna yang bisa dipelajari, salah satunya makna leksikal dan gramatikal. Makna leksikal dapat dikatakan sebagai makna kamus atau makna yang sebenarnya, yang meliputi sinonimi, antonimi, homonimi, hiponimi, polisemi, ambiguitas, dan redundansi. Sedangkan makna gramatikal merupakan makna yang sudah melewati proses afiksasi, reduplikasi, dan komposisi. Penelitian ini akan mendeskripsikan bagaimana bentuk makna leksikal dan gramatikal pada lirik lagu Berpayung Tuhan karya Nadin Amizah dengan menggunakan teori semantik Abdul Chaer dengan metode kualitatif deskriptif. Ditemukan makna leksikal sebanyak 22 kata, dan makna gramatikal sebanyak 15 kata. Hal tersebut disebabkan oleh lirik lagu yang dimiliki terbilang cukup banyak dan bervariatif. Secara garis besar lagu ini menggambarkan tentang ajakan untuk menjadikan Tuhan sebagai tempat bernaung ketika menjalani hidup, lagu ini memiliki dapat memberikan pengalaman spiritual dalam kehidupan.

Penerapan Model Pembelajaran Kooperatif Group Investigation Terhadap Keterampilan Menulis Resensi Buku Fiksi Kelas XI SMAN 5 Tambun Selatan Putra, M. Erlangga Febrian Syah; Rosalina, Sinta; Setiawan, Hendra
Jurnal Kajian Ilmu Pendidikan (JKIP) Vol. 5 No. 2 (2024): Jurnal Kajian Ilmu Pendidikan (JKIP)
Publisher : Lembaga Riset dan Inovasi Almatani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55583/jkip.v5i2.1000

Tujuan dari pembuatan skripsi ini adalah untuk mengetahui pengaruh model pembelajaran kooperatif Group Investigation terhadap keterampilan menulis resensi siswa kelas XI di SMAN 5 Tambun Selatan. Untuk menjawab rumusan masalah, peneliti menggunakan pendekatan kuantitatif dengan metode True Experimental Design dengan desain penelitian Pretest-Posttest Control Group Desgn. Penelitian ini dilakukan di SMAN 5 Tambun Selatan dengan dua sampel yaitu kelas XI IPS 1 sebagai kelas eksperimen dan kelas XI MIPA 4 sebagai kelas kontrol. Pada penelitian ini terdapat tes awal (Pretest) untuk mengetahui kemampuan awal siswa dan tes akhir (Posttest) untuk mengetahui hasil belajar siswa setelah diberikan perlakuan khusus, yaitu berupa model pembelajaran kooperatif Group Investigation di kelas eksperimen. Sedangkan di kelas kontrol hanya menggunakan model pembelajaran konvensional. Hasil data pada penelitian ini diolah menggunakan IBM SPSS Statistik versi 27 yang menunjukan bahwa kelas eksperimen dan kontrol memiliki hasil yang signifikan. Diketahui rata-rata nilai pretest di kelas eksperimen sebesar 46,92 dan rata-rata nilai pretest kelas kontrol 46,09 kemudian, rata-rata nilai posttest kelas eksperimen 83,84 dan rata-rata nilai posttest kelas kontrol 72,76 berdasarkan rata-rata posttest tersebut, kelas eksperimen lebih baik dibanding kelas kontrol yang berarti adanya peningkatan hasil belajar siswa di kelas eksperimen seecara signifikan. Factor yang mempengaruhi keberhasilan penerapan model pembelajran kooperatif Group Investigation meliputi semangat siswa yang besar, peraturan yang diterapkan sekolah, dan penerapan metode yang baik.

Pengaruh Model Quantum Learning (QL) Berbantuan Media Big Book Terhadap Kemampuan Membaca Teks Fabel Pada Siswa Kelas VII SMP PGRI Setu Bekasi Rahmawati, Erina; Setiawan, Hendra; Muhtarom, Imam
Jurnal Kajian Ilmu Pendidikan (JKIP) Vol. 5 No. 2 (2024): Jurnal Kajian Ilmu Pendidikan (JKIP)
Publisher : Lembaga Riset dan Inovasi Almatani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55583/jkip.v5i2.1001

This research aims to determine the effect of the Quantum Learning model assisted by Big Book media on the ability to read fable texts in class VII students at PGRI Setu Bekasi Middle School. The problem that arises in this school is students' lack of literacy interest in reading. Considering that at PGRI Setu Bekasi Middle School, teachers have not provided innovative and interesting learning models to stimulate students' reading skills. Quantitative approach to ensure data validity. The population in the research sample was class VII A as the control class and class VII B as the experimental class, each with a total of 36 students. The form of experimental research chosen by the researcher is a quasi-experimental design with a non-equivalent control group design. The research results were obtained using SPSS 25 For Windows. The average pretest score for the experimental class was 58, rising to 100 in the posttest, meaning that there was an influence from the application of the model because students' scores increased. Apart from that, the normality test of the data was normally distributed with pretest results for the control class 0.060>0.05 and posttest data for the control class 0.052>0.05. Experimental class pretest data 0.073> 0.05 and experimental class posttest data 0.200> 0.05. Then, the homogeneity test found that the control class value was 0.904 and the experimental class value was 0.915, which was declared homogeneous data. The N-gain test the experimental class was 0.56, which was interpreted as being in the medium category. Test the hypothesis using the Independent Sample test. Based on the specified criteria, if the sig. (2-tailed) is smaller than α 5% (sig. (2-tailed) < 0.05) or 0.000 < 0.050, meaning that Ho is rejected and Ha is accepted. Keywords: Reading ability, Quantum Learning, Big Book Media, Learning Model, Fable Text

OPTIMALISASI PEMAKAIAN MICROSOFT EXCEL UNTUK PEMBENAHAN DATA PENDUDUK DI DESA LANTAN Qudsi, Jihadil; Setiawan, Hendra; Anas, Andi Sofyan; Nawawi, Muhammad; Halid, Idham
Jurnal Pengabdian Masyarakat Sehati Vol. 3 No. 1 (2024): Juni
Publisher : Politeknik Medica Farma Husada Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33651/jpms.v3i1.675

Kegiatan administrasi desa menjadi tonggak dalam pendataan penduduk. Kantor desa harus memiliki sistem administrasi yang bagus agar pendataan penduduk menjadi lebih mudah. Program pengabdian masyarakat ini bertujuan untuk memberikan pelatihan Microsoft Excel kepada perangkat desa di Desa Lantan. Diharapkan, melalui pelatihan ini, perangkat desa dapat meningkatkan keterampilan mereka dalam penggunaan Microsoft Excel, sehingga administrasi kependudukan di Desa Lantan dapat dioptimalkan. Tahapan kegiatan terbagi menjadi tahapan persiapan, pelaksanaan, dan penutup. Dengan nilai p value (0,005) sehingga memberikan keputusan bahwa terjadi peningkatan kemampuan peserta perangkat desa Lantan dalam pelatihan Microsoft Excel. Pengabdian masyarakat ini memberikan hasil berupa peningkatan kemampuan peserta sehingga dapat mengoptimalkan penggunaan Microsoft Excel untuk pembenahan data di Desa Lantan.

Analysis of Multimodal Biosignals during Surprise Conditions Correlates with Psychological Traits Setiawan, Hendra; Miladiyah, Isnatin; Nuryadi, Satyo; Sahroni, Alvin
Journal of Electronics, Electromedical Engineering, and Medical Informatics Vol 6 No 1 (2024): January
Publisher : Department of Electromedical Engineering, POLTEKKES KEMENKES SURABAYA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35882/jeeemi.v6i1.346

Surprise can simultaneously represent bad or good, pleasant or unpleasant, with the same experiences since understanding how humans' physiological qualities link with their emotional or mental health is required. We conducted quantitative research to concisely correlate mental stress and emotional issues by measuring brain activity, breathing, and heart rate in real time while executing specialized audio-visual stimulation to elicit a surprise event. We evaluated the frequency and temporal domain characteristics to determine if physiological measurements matched biochemical metrics and subjective stress assessments during the elicit surprise condition experiment. We discovered that the brain is still preferable to most in recognizing a human's psychological changes over a short period of time. The temporal (T3) (r = 0.544, p = 0.005) and frontal (Fz) (r = 0.519, p = 0.008) regions were shown to correlate with salivary amylase activity. In comparison to other channels, there was a negative association between stress perception and the occipital site (O1, r = -0.618, p = 0.001). We also found that heart rate variability activity correlates with arousal perception. By looking at specific multimodal biosignals, it is possible to understand human psychological traits by recording specific physiological signals for daily mental health monitoring.

PENGARUH DURASI PENYIMPANAN TERHADAP TEGANGAN TEMBUS MINYAK TRANSFORMATOR Wijaya, Ndaru; Setiawan, Hendra; Warindi, Warindi
DIELEKTRIKA Vol 8 No 2 (2021): DIELEKTRIKA
Publisher : Jurusan Teknik Elektro Fakultas Teknik Universitas Mataram

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

Terjadinya penumpukan minyak bekas transformator menyebabkan berbagai masalah, misalnya tercemarnya lingkungan dan tidak adanya pemanfaatan kembali. Saat ini harga minyak transformator yang terbilang mahal. Sedangkan di beberapa gudang PLN terdapat minyak transformator yang tidak pernah digunakan bahkan sampai bertahun-tahun. Disini penulis ingin melakukan pengujian sampel minyak tansformator bekas penyimpanan yang terdapat di gudang PLN Klaten untuk di uji tegangan tembusnya, sehingga apabila hasil pengujian tegangan tembusnya di atas 30 kV maka minyak bekas transformator tersebut masih layak digunakan kembali. Pengujian ini dilakukan dengan 2 cara sesuai dengan standar IEC-156 untuk mengetahui pengaruh lama waktu penyimpanan terhadap tegangan tembus minyak transformator. Sampel yang digunakan merupakan minyak transformator 20kV/400 V dengan variasi waktu penyimpanan 3,4,5,6,8,9,10,dan 11 tahun. Jarak sela elektroda yang digunakan 2,5 mm. Pengujian nilai tegangan tembus berpedoman pada standar IEC-422:1989 adalah minyak yang berumur 3,4,5,6,8,9 tahun penyimpanan yaitu dengan nilai tegangan tembus minimal 30 kV untuk tegangan dibawah 70 kV.

KALÃM AL-INSHÃ AT-THALABI FI KITÃB AL-AKHLÃQ LIL BANIN AL-JUZ’U AL-THÃNI Setiawan, Hendra
Al Mi'yar: Jurnal Ilmiah Pembelajaran Bahasa Arab dan Kebahasaaraban Vol 7 No 1 April 2024
Publisher : STIQ Amuntai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35931/am.v7i1.3229

In the Second Part of Kita>b Al-Akhla>q Lil Bani>n by Shaykh Omar Baraja who died in 1411 Hijriya, found ways of commanding, prohibition, asking, wishful thinking and calling. The purpose of this study is to find out the methods of speech of order creation that the author uses in his advice and be able to break them down according to their types. This type of research is desk study, which means that it collects data from various books related to the subject of scientific research. The result of his research is that in this book there are 169 speeches of order creation which include commands, prohibitions, interrogatives, and exclamations. And the researcher didn’t wishful thinking in this book. There are one hundred and four sentences of command methods in three forms, those are fi’il al-amr, al-muda>ri’ al-majzu>m bi la>m al-amr and ismu fi’il al-amr. There are twenty three sentences of prohibition methods in one form, that is present tense with la> al-na>hiyah. There are twenty three of interrogative methods that use one of these tools, namely hamzah, ayyu, ma>, hal, kam, and man. There are nineteen sentences of calling methods using one of these tools, namely hamzah, ayyu, and ya>. And Researcher didn’t find wishful thinking style in this book.اكتشف في كتاب الأخلاق للبنين الجزء الثاني للشيخ عمر بارجاء المتوفى سنة 1411 ه أساليب الأمر والنهي والاستفهام والتمني والنداء. فغرض هذا البحث هو معرفة أساليب كلام الإنشاء الطلبي التي استعملها المؤلف في نصيحته وقدرة على تفصيلها على حسب جنسها. أما نوع هذا البحث بحث مكتبي أي جمع البيانات من الكتب المتنوعة التى تتعلّق بموضوع البحث العلمي. نتيجة البحث أن في هذا الكتاب 169 أسلوب من كلام الإنشاء الطلبي التي تتضمن الأمر و النهي و الاستفهام والنداء. وما وجد الباحث أسلوب التمني في هذا الكتاب. أما أساليب الأمر مائة وأربع جملة على ثلاث صيغات هي فعل الأمر والمضارع المجزوم بلام الأمر واسم فعل الأمر. وأساليب النهي ثلاث وعشرون جملة على صيغة واحدة هي المضارع مع لا الناهية. وأساليب الاستفهام ثلاث وعشرون جملة بأداة من هذه الأدوات وهي الهمزة و أَيُّ و مَا و هَلْ و كَمْ و مَنْ. وأساليب النداء تسع عشرة جملة بأداة من هذه الأدوات وهي الهمزة و أَيُّ و يَا. وما وجد الباحث أسلوب التمني في هذا الكتاب.

Profitability on Solar Power Plant Systems for Households Electricity in Indonesia SETIAWAN, HENDRA; PARKHAN, ALI
ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika Vol 12, No 3: Published July 2024
Publisher : Institut Teknologi Nasional, Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26760/elkomika.v12i3.672

ABSTRAKPaper ini menganalisis secara teknis dan ekonomi PLTS (pembangkit listrik tenaga surya) hibrid off-grid untuk rumahtangga di Yogyakarta, Indonesia. Sistem PLTS terdiri dari delapan panel surya polikristalin dengan daya 410Wp masing-masing, inverter 3kW, dan baterai LiFePO4 (lithium ferrophosphate) 48V 300Ah. PLTS telah dioperasikan sejak awal 2021, dan energi yang terkumpul dari panel surya dimulai November 2021 hingga akhir Agustus 2022, menunjukkan variasi nilai dari 3,2kWh hingga 17,4kWh. Dengan mempertimbangkan efisiensi perangkat 85%, hasil total energi diperkirakan 3.740,7 kWh per tahun. Penelitian ini mendapatkan nilai hasil rata-rata tahunan sebesar 1.140,5 kWh/kWp dan rasio kinerja 63,4%. NPV (net present value) digunakan sebagai indikator kelayakan investasi, dengan hasil masa investasi 24 tahun, tingkat diskonto 7%, laju degradasi PV (fotovoltaik) sebesar 0,8%, dan penurunan baterai sebesar 1,5% per tahun. Studi ini menyoroti potensi keuntungan investasi PLTS dengan kondisi tertentu dan mendorong intervensi regulasi pemerintah untuk meningkatkan aplikasi PLTS.Kata kunci: PLTS, off-grid, NPV, panel surya, rasio kinerja ABSTRACTThis paper presents technical and economic analysis of hybrid off-grid SPP (Solar Power Plant) for a home in Yogyakarta City, Indonesia. The system consists of eight polycrystalline photovoltaic with 410Wp each, 3kW inverter and a 48V 300Ah LiFePO4 (lithium ferrophosphate) battery. The harvested energy was recorded starting from November 2021 to the end of August 2022. The recorded data shows the variation of values from 3.2kWh to 17.4kWh. The annual energy is 3,740.7 kWh by considering 85% devices efficiency. Furthermore, an annual average final yield is 1,140.5 kWh/kWp and performance ratio is 63.4%. NPV (net present value) was used as an indicator of feasibility investments by considering device lifespan, 7% discount rate, 0.8% of PV (photovoltaic) degradation rate and 1.5% battery fade per year. This study highlights the potential benefits of investing in hybrid off-grid SPP under specific conditions and advocates for government intervention through regulations to enhance the SPP applications.Keywords: Solar Power Plant, off-grid, NPV, photovoltaic, performance ratio

Perbandingan Metode Deep Learning dengan Model LSTM dan GRU untuk Prediksi Perubahan Iklim Mustofa, Amin; Setiawan, Hendra
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.v5i4.5671

Climate plays a critical role in determining the quality of life in Indonesia, which demands in-depth understanding through the Koppen climate classification and the latest technology. From agriculture to urban infrastructure, public health, to ecosystem sustainability, every aspect of our lives is affected by climate conditions. Deep Learning methods such as Long Short-Term Memory (LSTM) and Gated Recurrent Units (GRU) are used to predict time series data because of their adaptive ability in learning complex data patterns. The LSTM and GRU models were tested with 2010-2021 data using batch_size 64, epochs 150, optimizer adam, and showed high accuracy (<10%). LSTM recorded MAPE: Rainfall 5.50%, Humidity 7.60%, Temperature 4.36%, Sunlight 8.29%. GRU recorded MAPE: Rainfall 5.01%, Humidity 6.86%, Temperature 4.35%, Sunlight 8.28%. Predictions for 2028 show that the Special Region of Yogyakarta has a Tropical Monsoon (Am), Tropical Savannah (As) and Tropical Rain Forest (Af) climate. These climate changes have significant impacts: increased rainfall increases the risk of flooding, threatening infrastructure and lives, while the As climate reduces agricultural productivity and increases food insecurity. Changes in rainfall and temperature affect people's health, with high humidity increasing the risk of tropical diseases and high temperatures causing heat stress. Climate change in the Am type increases the risk of floods and landslides, while in the Af type it threatens tropical rainforest ecosystems.

Co-Authors Abdul Salam M, Abdul Salam Achmad Ramadhan Adelia Aprillisianti Adellita Dwisandi Setiaji, Wulan Adham, M. Januar Ibnu Adrian Triskanto, Leonel Afriani, Rachmi Agustinus Marjun Ahmad Fatoni Aisah Alamsyah, Richad Alexander Andi Kurnianto Ali Parkhan Ali Rahim, Muhamad Alit Paramarta, Ida Bagus Alvin Sahroni Amalia Fitri Amin Mustofa, Amin Amrulloh Amrulloh Amrulloh, Yusuf A Anang, Rahidin H. Andi Sofyan Anas Andini, Suci Angelia Angelia Anggraini, Chika Annisa Fithri, Annisa Antonius Antonius Aries Saifudin Arman Arman Arrayyan, Ahmad Zaki Aryowibowo, Utomo Asira, Yesi Asmaul Husna, Pesona Aufa, Ari Abi Aulia, Kartika Ayunda, Christina Bastulbar, Bahja Bayhaqy, Achmad Bella, Safrina Catur Retnaningdyah Clara, Beverly Cut Nuraini Desi Efrianti Dewi Herlina Sugiarti Dhae, Maria Delfina Dinda Ardiyanti Dinda Azalia Dirgantara, Febriansah Dwi Ana Ratna Wati Eko Supriyanto Elizabeth Wianto, Elizabeth Elvira Sukma Wahyuni Evianti, Dessy Fadhila, Susani Fahmi Nugraha Fahmi Nugraha, Fahmi Faizal Mahananto Fatmala, Indra Ayu Fauzi, Achmad Rivani Firdaus Firdaus Fransisca, Novi Diana Frilicia, Maura Galuh Diantie Yara Gata, Windu Gata, Wisnu Gazali, Muhammad Munawir Guna, Septa Dwi Gunanto, Agus Gusti Ngurah Sutapa Habibie, M. Baharuddin Yusuf Hadi, Nadia Ramadhani Hafizhah, Fadhilatul Hakim, Valianda Halim, Winny Hanafi, Mhd. Handayani, Auliya Tri Hari Nugroho Hari Purwanto Harnia, Neng Tika Hartati, Dian Hasanah Hasanah Herji Hasnanto Hermiyanty Hermiyanty, Hermiyanty Hikmatunisa, Azizah Hiranti, Natasya Putri Hiroshi Ochi Hopipah, Nurul Husna, Pesona Asmaul I Nengah Sandi Ibnu Adham, M. Januar Ibrahim, Rima Maulani Idham Halid Imam Muhtarom Ipin Prasojo, Ipin Irfani, Cahaya Fajrina Putri Iriyadi Iriyadi Isnatin Miladiyah Istiqomah, Yulan Nurul Jannah, Aisyah Raudhatul Juliawanti, Vivi Antika Zahra Julita, Yayang Jusman, Yessi KAJA Kaja Karisma Trinanda Putra, Karisma Trinanda Kartika Agus Salim Khairani, Sinta Kristhiani , Merry Kusumaastuti, Aditya Suciati Lewenussa, Ramli Lina Maulidiana Luthfi Hanifah, Luthfi M Dieka Rachman, M Dieka M. Arifuddin Jamal, M. Arifuddin Malau, Parningotan Mangardi, Mangardi Marpaung, Artika Helena Ruth Monika Marziamin, Anggela Masayuki Kurosaki Maspuroh, Uah Mbayak Ginting Mia Amalia Mirwansyah, Mirwansyah Moh. Saiful Azhar, Moh. Saiful Mohammad Brado Frasetyo Monica Hartanti Muanas Muanas Muda, Azhari Mufidah, Dzakhirotul Muhammad Irfan Mulyadi, Dina Amalia Nandisa, Zikra Aura Nasyilah, Amanda Natalia Natalia Natalia, Desvita Nikodimus Nikodimus Ningsih, Oktavia Novita Pradani Novitasari, Hafifah Bella Novitasari, Neza Nulhakim, Lukman Nuraini, Airin Nurhasanah Nurhasanah Nurjanah, Sri Nurmala, Dewi Nurpaujan, Lina Herlina Nurwijayanti Nuryadi, Satyo Oding Supriadi, Oding Paramita Utari, Dewinta Paramita, Cicih Paulus Paulus Peyoh, Audree Graciela Salomita Prabowo, Widodo Hadi Prasetyo, Novi Eko Pratama, Rizki Teja Priyo Nugroho Purwadi, Tirto Putra, M. Erlangga Febrian Syah Putri, Anisa Noviani Putri, Mellanysha Andria Qudsi, Jihadil Qurotul Aini Rachmawati, Fannisa Rahayu, Anggun Mugi Rahma, Nabilla Rahmawati, Erina Rakhmadian, miftah Ramadhani, Adhitya Iqbal Rawi, Rais Dera Pua Redin Redin Rizkiyatussalamiyah, Mudrikah Rohimah, Rizka Nur Roni Nugraha Syafroni RR. Ella Evrita Hestiandari Saeful Anwar Safitri, Raden Hana Salsabila, Anisa Salsabila, Salsabila Saputra, Dedi D Saputro, Rizal Aji Sari, Herna Sari, Sonnia Aulia Selsia, Niken Widya Sembel, Erika Aprilia Septiani, Ina Septient Malini, Regina Setia Lestari, Puji Setiawan, Mia Setyaningsih, Henik Setyaningsih, Henik Shobrina, Annisha Sigit Kurniawan Simanjuntak, Silvana Sinta Rosalina Sintiya Biantari, I Dewa Ayu Siska Diana Sari Siti Maemunah Siti Munawaroh Siti Nurjanah Siti Romlah Solly Aryza Sonia, Wiyah Sophie Amanda, Sophie Sri Minarti Sri Minarti SRI RAHAYU Sulistyowati, Liliek Nur Suprihatin, Dewi Supriyadi, Kuat Suryani, Lilis Lisda Susilo, Ahmad Thoriq Sutono Sutono Sutono Sutono Syah, Ilham Aliyan Syahrul R, Syahrul Taqyudin, Yudin Teguh Hilmansyah Tjandra, Miki Tri Suandayani, Ni Komang Triyadi, Slamet Ummaya, Zaidiyah Utomo, Dhafid Wahyu Van Yusat, Maura Frilicia Wahyuni, Rayu Sri Warindi D Wati, Nisrina Tiara Balqis Widya Wati, Elsa Wienike Dinar Pratiwi Wijaya, I Made Wijaya, Ndaru Wulansari Wulansari Yana, Melinda Defy Yasmin, Aulia Yasmin Andini Yuhei Nagao Yulianti, Novita Yusuf Aziz Amrullah Yusuf, Rosdiana Zahra, Mutiah Zakaria, Hasballah zulfa, indana

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