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stmik atma luhur pangkalpinang

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Optimizing Stunting Detection through SMOTE and Machine Learning: a Comparative Study of XGBoost, Random Forest, SVM, and k-NN Sugihartono, Tri; Wijaya, Benny; Marini, Marini; Alkayess, Ahmad Paqih; Anugerah, Hendra Agustian
Journal of Applied Data Sciences Vol 6, No 1: JANUARY 2025
Publisher : Bright Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47738/jads.v6i1.494

Stunting is a vital public health priority that affects millions of children from all over the world, especially in developing countries, where chronic malnutrition impairs their physical growth and cognitive development. Early detection of stunting is necessary for its timely intervention to reduce long-lasting effects. The following study deals with the application of higher-end machine learning techniques in order to detect stunting with more accuracy, using XGBoost, Random Forest, SVM, and k-NN algorithms. Using a dataset sourced from Kaggle, containing 10,000 samples of anthropometric and demographic features, we addressed the significant class imbalance of the data; the number of samples representing stunted children was only 15% of the total. We surmounted this limitation using SMOTE to generate synthetic data in order to balance the representation for this minority class. Further feature selection to improve the performance and interpretability of the model was done using backward elimination, where less impactful features like "Body Length" and "Breastfeeding" were systematically excluded, while putting more emphasis on more predictive variables such as weight, age, and socio-economic indicators. The evaluation of machine learning models showed significant improvements in performance with the integration of SMOTE and optimized feature selection, especially regarding recall and ROC-AUC metrics, which are critical in healthcare settings where the minimization of false negatives is of high importance. XGBoost was the best-performing model among those evaluated, yielding an accuracy of 0.8574, a recall of 0.8914, and an ROC-AUC of 0.9311, hence balancing precision and sensitivity more appropriately than other models. These results emphasize the efficiency of XGBoost in stunting detection while overcoming challenges arising from imbalanced datasets. It then illustrates the potential of merging machine learning techniques with synthetic data augmentation methodologies for the optimization of outcomes related to population health, and forms a basis for healthcare practitioners and policymakers by locating the at-risk children on time. The findings not only point to the importance of advanced data-driven approaches in stunting detection but also lay the ground for future research on machine learning applications in the fight against other malnutrition-related public health challenges, which could be crucial for improving child health and well-being across the world.

MENUJU KOPERASI MANDIRI MELAUI PELATIHAN DAN WORKSHOP PENGEMBANGAN ORGANISASI DAN MANAJEMEN KOPERASI DI KABUPATEN BENGKULU UTARA Yusmaniarti, Yusmaniarti; Marini, Marini; Windhi Tia Saputra; Ali Ibrahim
Jurnal Pengabdian Masyarakat Ekonomi dan Bisnis Digital Vol. 1 No. 4 (2024): Desember
Publisher : Yayasan Nuraini Ibrahim Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70248/jpmebd.v1i4.1436

Tujuan pelatihan ini adalah memperkuat kapasitas anggota koperasi dalam mengelola usaha secara mandiri sehingga mampu beradaptasi dengan tantangan pasar yang semakin kompetitif. Metode yang digunakan meliputi penyampaian materi, diskusi interaktif, dan simulasi. Materi pelatihan mencakup penyusunan laporan keuangan berbasis Standar Akuntansi Keuangan (SAK) serta pengukuran kinerja koperasi menggunakan rasio keuangan. Pelatihan dilaksanakan selama tiga hari, 13–15 Oktober 2024, di Kantor PLUT Kabupaten Bengkulu Utara, dengan peserta sebanyak 30 orang dari unsur pengurus koperasi. Hasil kegiatan menunjukkan dampak positif berupa peningkatan efisiensi dan aksesibilitas sumber daya keuangan bagi koperasi. Selain itu, peserta mengapresiasi pelatihan ini karena membantu mereka mengatasi kesulitan dalam penyusunan laporan keuangan dan pengambilan keputusan berbasis analisis kinerja koperasi. Simpulan, pelatihan berhasil meningkatkan pengetahuan dan pemahaman pengurus koperasi dalam mengembangkan koperasi menjadi lebih berdaya dan mandiri sebagai basis ekonomi rakyat. Peserta juga merekomendasikan kegiatan lanjutan berupa pendampingan sebelum pelaksanaan Rapat Anggota Tahunan (RAT) 2024 untuk memastikan laporan keuangan sesuai dengan standar yang berlaku. Kata kunci: Organisasi, Manajemen, Koperasi, SAK

Transformasi Desa Langensari Kecamatan Saketi dengan Web Edukasi dan Pembangunan Infrastruktur Said, Said; Syah, Muhammad Jusman; Marini, Marini; Andayani, Lies; Vildayanti, Rina Ayu; Suparmoko, Yuphi Handoko; Idris, Idris; Kuncoro, Aris Wahyu; Sutrisno, Joko
Journal Of Human And Education (JAHE) Vol. 5 No. 1 (2025): Journal of Human And Education (JAHE)
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jh.v5i1.2213

Transformasi Desa Langensari, Kecamatan Saketi, melalui penerapan web edukasi dan perbaikan plang jalan bertujuan untuk meningkatkan kesejahteraan masyarakat desa. Web edukasi dikembangkan untuk menyediakan pembelajaran digital, termasuk modul agribisnis, literasi digital, dan keterampilan kerja. Sementara itu, perbaikan plang jalan dilakukan di lokasi strategis dengan desain ramah pengguna, menggunakan bahasa lokal dan simbol universal. Hasil program menunjukkan bahwa web edukasi berhasil meningkatkan keterampilan masyarakat, terutama di kalangan pemuda, sedangkan plang jalan mempermudah mobilitas warga dan pengunjung serta mendukung efisiensi logistik desa. Kendala yang dihadapi, seperti rendahnya literasi digital dan pemeliharaan plang jalan, diatasi melalui pelatihan masyarakat dan pengawasan rutin. Program ini memberikan dampak positif dalam aspek ekonomi, sosial, pendidikan, dan mobilitas, menjadikan Desa Langensari sebagai model transformasi desa berbasis teknologi dan infrastruktur.

COMPARISON OF TOTAL FLAVONOID CONTENT AND ANTIOXIDANT ACTIVITY OF PURPLE LEAF EXTRACT (Graptophyllum pictum (L.) Griff.) USING MACERATION AND SOXHLETATION EXTRACTION METHODS Darotulmutmainnah, Azmi; Marini, Marini; Herliningsih, Herlingsih; Handayani, Hana
Medical Sains : Jurnal Ilmiah Kefarmasian Vol 10 No 1 (2025)
Publisher : Sekolah Tinggi Farmasi Muhammadiyah Cirebon

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37874/ms.v10i1.1608

Purple leaves in Indonesia can be used as an anti-inflammatory medication and laxative to treat hemorrhoids, rheumatism, boils, and skin diseases. Purple leaves are also used as free-radical antidotes. This was due to the presence of secondary metabolite compounds in purple leaves. The right extraction method determines the amount of flavonoids that can be extracted and achieves a high flavonoid content. This study aimed to determine the total flavonoid content and antioxidant activity of purple leaves using different extraction methods, namely maceration and Soxhletation. This study employed an experimental method of testing total flavonoid levels using UV-Vis spectrophotometry and antioxidant activity using the DPPH method. The results showed that the maceration method yielded a total flavonoid level of 4,422 ± 0,047 ppm, which was higher than that obtained using the Soxhletation method (1,547 ± 0,027 ppm). In the antioxidant activity test, vitamin C was used as a comparator, with an IC50 of 2.263 ppm (very strong). The IC50 of purple leaf extract using the maceration method was 123,32 ppm (medium), while the soxhletation method yielded an IC50 of 104,42 ppm (medium). This shows that vitamin C has more potent antioxidant activity in counteracting free radicals than purple leaf extract, using maceration and Soxhletation methods. The results showed a significant difference in total flavonoid levels using different extraction methods, while there was no significant difference in the antioxidant activity of purple leaf extract using maceration and Soxhletation methods. Keywords: antioxidant, extraction, flavonoid, maceration, purple leaf, soxhletation

Literasi Digital Dampak Penggunaan Gadget bagi Anak dan Cara Mensiasatinya Nayazik, Akhmad; Purnamasari, Dewi; Marini, Marini; Khasanah, Khasanah
Manggali Vol 4 No 2 (2024): Manggali
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat, Universitas Ivet

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31331/manggali.v4i1.3137

Perkembangan teknologi dan informasi mengalami kemajuan yang sangat pesat dengan ditandai munculnya berbagai alat-alat komunikasi. Usia 5-12 tahun dikatakan sebagai generasi multi-tasking. Peran orang tua yang dapat membimbing serta mengawasi anak dan remaja dalam penggunaan gadget yang baik. Tidak hanya dari peran orang tua dalam mencegah kecanduan gadget, peran guru di sekolah juga berperan penting dalam penggunaan gadget yang baik agar kesehatan mental tidak terganggu akibat penggunaan gadget yang berlebihan. Tujuan kegiatan meliputi bertambahnya pemahaman orang tua siswa tentang generasi di era digital; arti penting peran pendidikan keluarga dalam era digital; bertambahnya pemahaman dan pengetahuan orang tua siswa tentang dampak penggunaan gadget bagi anak-anak dan cara mensiasatinya. Kegiatan pengabdian ini dilakukan menggunakan metode sosialisasi melalui ceramah, diskusi/tanya jawab, dan demonstrasi/praktek. Peserta Kegiatan adalah ibu-ibu dan orang tua murid TK di Desa Wonosari Kecamatan Patebon Kabupaten Kendal. Hasil kegiatan menunjukkan pemahaman pendidikan keluarga, pengetahuan orang tua tentang dampak penggunaan gadget bagi anak-anak dan cara mensiasatinya.

GREEN HRD : SEBUAH LITERATURE REVIEW TENTANG DAMPAK DAN IMPLIKASINYA MENUJU ORGANISASI YANG BERKELANJUTAN Marini, Marini; Jatmiko, Ary Dwi; Arumsari, Andini Dwi
PSIKOSAINS (Jurnal Penelitian dan Pemikiran Psikologi) Vol 20 No 1 (2025)
Publisher : Universitas Muhammadiyah Gresik

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30587/psikosains.v20i1.9527

Background: Climate change and sustainability challenges compel organizations to incorporate sustainable environmental principles into their operational framework. Green Human Resource Development (Green HRD) is a strategic paradigm that emphasizes training, developing, and empowering personnel to advocate for sustainability initiatives. Objective: This scholarly article provides a comprehensive review of the extant literature related to Green HRD, covering its determinants, key components, and impacts on organizational performance. Result: Green HRD plays a critical role in driving economic prosperity, enhancing social welfare, and promoting environmental sustainability. Internal determinants such as organizational culture and leadership dynamics, alongside external influences including government regulations and advances in green technologies, are critical to the effective implementation of Green HRD. In addition, critical components such as sustainability-focused training, green career development pathways, and employee engagement initiatives yield beneficial effects on operational efficiency, organizational reputation, and environmentally driven innovation. Conclution: Empirical evidence is lacking in assessing the long-term effects and practical application of Green HRD in specific sectors, especially in the context of developing countries. Future research efforts are recommended to concentrate on success metrics, green technology integration, and cross- cultural methodologies to enhance the efficacy of Green HRD in facilitating global sustainability initiatives.

Pelatihan Public Speaking dan Ilmu Komunikasi Bagi Siswa Di SMP Negeri 4 Pangkalpinang S, Sinta.; Marini, Marini; Irawadi, Syafrul
Jompa Abdi: Jurnal Pengabdian Masyarakat Vol. 4 No. 1 (2025): Jompa Abdi: Jurnal Pengabdian Masyarakat
Publisher : Yayasan Jompa Research and Development

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57218/jompaabdi.v4i1.1357

Pelatihan ini bertujuan untuk meningkatkan kemampuan berbicara di depan umum dan keterampilan komunikasi siswa SMPN 4 Pangkalpinang. Melalui sesi-sesi yang dirancang secara interaktif, siswa mendapatkan pemahaman teoretis mengenai konsep dasar public speaking serta komunikasi interpersonal yang efektif. Selain itu, pelatihan memberikan pengalaman praktis yang mencakup simulasi berbicara di depan audiens, penyusunan materi presentasi yang terstruktur, dan teknik pengelolaan rasa gugup. Data diperoleh melalui observasi, wawancara, dan evaluasi langsung dari performa siswa selama pelatihan. Hasil menunjukkan peningkatan signifikan pada aspek kepercayaan diri, kemampuan menyampaikan ide, dan keterampilan mendengarkan aktif. Program ini direkomendasikan untuk diintegrasikan ke dalam kurikulum sekolah agar manfaatnya dapat terus dirasakan secara berkelanjutan.

Evaluasi Program "˜Inigenting' Generasi Berencana (Genre) untuk menurunkan stunting di Kubu Raya, Kalimantan Barat Aulia, Hana Farhanafiza; AP, Margaretha Andriani; Damaya, Tasya; Andini, Afnan Triyuning; Ng, Amelia; Marini, Marini; Abao, Antonia Sasap; Santri, Silvia
Dimensia: Jurnal Kajian Sosiologi Vol. 14 No. 1 (2025): Dimensia: Jurnal Kajian Sosiologi
Publisher : Departemen Pendidikan Sosiologi FISHIPOL UNY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21831/dimensia.v14i1.73524

Program Inigenting dimulai pada awal 2023 dengan fokus pada sosialisasi edukasi gizi dan pencegahan anemia pada remaja guna meningkatkan status gizi dan menurunkan angka stunting. Namun, program ini belum berkontribusi signifikan, terbukti dari meningkatnya angka stunting di Kabupaten Kubu Raya sebesar 8,8% pada 2023. Penelitian ini mengevaluasi efektivitas program menggunakan Model CIPP (Context, Input, Process, Product) oleh Stufflebeam dan Shienkfield dengan pendekatan kualitatif deskriptif melalui observasi dan wawancara. Hasil evaluasi menunjukkan bahwa konteks, strategi, dan sumber daya program dikategorikan baik, sementara pelaksanaan dan manajemen program juga dinilai baik. Namun, kualitas peserta, tanggapan terhadap program, serta keberlanjutan program masih cukup baik. Kendala utama adalah cakupan program yang terbatas, durasi yang belum optimal, serta belum adanya upaya keberlanjutan yang jelas.The Inigenting program began in early 2023, focusing on nutrition education and anemia prevention among adolescents to improve their nutritional status and reduce stunting rates. However, the program has not had a significant impact, as stunting in Kubu Raya Regency increased by 8.8% in 2023. This study evaluates the program's effectiveness using the CIPP (Context, Input, Process, Product) model by Stufflebeam and Shienkfield, employing a qualitative descriptive approach through observations and interviews. The evaluation results indicate that the program's context, strategies, and resources are categorized as good, while implementation and management are also rated positively. However, participant quality, program reception, and sustainability are only moderately effective. The main challenges include limited program coverage, insufficient duration, and the absence of clear sustainability efforts.

Sosialisasi Media Sosial Sebagai Strategi Pemasaran Untuk Meningkatkan Pendapatan Di Masa Pandemi Bagi Pelaku UMKM Yusmaniarti, Yusmaniarti; Santi, Fitri; Tamsi, Fenni Lestari; Marini, Marini; Setiorini, Hesti
Jurnal Dehasen Mengabdi Vol 1 No 1 (2022): Maret-Agustus
Publisher : Universitas Dehasen Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1150.424 KB)

Pengabdian masyarakat ini dilaksanakan di Kelurahan Belakang Pondok Kota Bengkulu, yang merupakan salah satu kelurahan yang terletak di Kecamatan Ratu Samban Kota Bengkulu. Pekerjaan warga sebagian besar mayoritas pedagang dan kuli bangunan, pegawai, swasta. Ekonomi masyarakat mayoritas berada pada taraf menengah hal ini dikarenakan mata pencaharian warga adalah pedagang. Dengan berwirausaha dapat meningkatkan taraf perekonomian yang baik masyarakat yang berada di Kelurahan Belakang Pondok. Permasalahan yang muncul kurang nya pemahaman masyarakat tentang kemajuan teknologi sebagai sarana promosi yang sangat efektif untuk proses jual beli di media sosial. Media sosial merupakan bagian dari internet yang memiliki fungsi salah satunya sebagai media yang digunakan untuk mempromosikan produk olahan makanan yang digunakan oleh pelaku usaha. Media sosial sangat dibutuhkan bagi semua masyarakat tanpa terkecuali. Tujuan abdi masyarakat adalah untuk membantu warga untuk memanfaatkan media sosial sebagai sarana pemasaran yang efektif apalagi dimasa pandemi ini. sehingga orang-orang bisa mengenal lebih mudah dari hasil usaha yang kita buat yaitu dengan promosi melalui media sosial sehingga, walaupun di masa pandemi warga tidak terlalu merasakan dampak ekonomi. Hasil kegiatan ini masyarakat tidak terlalu kesulitan untuk memasarkan usaha nya karena kami sudah mengedukasii warga untuk membuat link,paint page,dan akun yg di gunakan untuk mengembangkan usaha agar konsumen lebih mudah untuk melakukan pengorderan

KESANTUNAN BERBAHASA DALAM FILM "SANG PRAWIRA": KAJIAN PRAGMATIK Marini, Marini; Simanjuntak, Hotma; Heryana, Nanang
Jurnal Kajian Pembelajaran dan Keilmuan Vol 9, No 1 (2025): APRIL 2025
Publisher : Universitas Tanjungpura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26418/jurnalkpk.v9i1.77342

Language politeness is an important key in communication, ensuring language is in accordance with norms and culture to maintain harmonious social relations. Language politeness not only applies in everyday life, but also has an important role in producing a film, one of which is the film Sang Prawira. This research focuses on analyzing politeness in the film Sang Prawira, directed by Ponti Gea. The choice of this film was based on an interest in the use of inappropriate language in several scenes. This research aims to find out and understand how language politeness is reflected in the speech of the characters in the film Sang Prawira, both compliance and violation of language politeness as well as the implementation of Indonesian language learning in Senior High Schools (SMA). The method used in this research is descriptive qualitative. The data collection technique used is a documentary study technique. The data analysis techniques used in this research are data reduction, data interpretation, data presentation, and drawing conclusions. The results of this research show that the film Sang Prawira includes the six maxims stated by Leech, both compliance and violation of language politeness and maintaining Asmah Haji Omar facial expressions as well as implementation of Indonesian language learning in drama texts in Senior High School (SMA) class XI semester. complete the 2013 curriculum.

Co-Authors ., Andalucia Aan Zulyanto, Aan Abas, Abas Afandi Afandi Afrianto, Evo Ahmad Sopian, Ahmad Ahmad Suriansyah Aisyah, Chairini Aji, Kuna Akhmad Nayazik Alamri, Annisa Rizqa Alamsyah, Ardaffillah Alfaed, Dodi Ali Ibrahim Alkayess, Ahmad Paqih Ambarwati, Surya Amelinda, Irma Amin Retnoningsih Aminu, Nurmin Aminuyati Amsi, Al Mujaddidah Hidayah Amsina, Nuryani Andayani, Lies Andika Andika Andini, Afnan Triyuning Andini, Meri Angga Dewi, Widya Novi Ani Siti Wiryani Anisah Anisyah Yuniarti Antonia Sasap Abao, Antonia Sasap Anugerah, Hendra Agustian AP, Margaretha Andriani Aprianto, Didik Ardi Santoso, Didik Ari Amir Alkodri Arif Budiyanto Aris Wahyu Kuncoro Aristiana Prihatining Rahayu, Aristiana Prihatining Arkanudin Arkanudin Arumsari, Andini Dwi Ary Dwi Jatmiko Asminar Asminar Astri Pratiwi, Astri Aulia, Hana Farhanafiza Azizah Alhadi, Izzah Azkia, Resyadilla Azmi Darotulmutmainnah Bahri, Taufik Yuandika Bahrun, Khairul Bakri, Abu Rizal Baroroh, Siti Batualo, Ignasia Debby Budi Astuti Cale, Woolnough Carsita, Ii Catur Sugiyanto Chainar, Chainar Cindy Deviani Dahniar Th. Musa Damanik, Elisabet Damaya, Tasya Damayanti, Poppi Damayanti, Yusnika Darotulmutmainnah, Azmi Daud, Rosy Febriani Della Monica Deni Darmawan Desca Thea Purnama Dewi Purnamasari Dharma Setiawan Dhidik Apriyanto Diana, Lesa Dwi Kristanto Dwiyana, Ersa Dyah Kusbiantari Dzulkifli, Dzulkifli Edi Kurniawan Efendi , Junaidi Fery Efriani Efriani Elyta Elyta Eries Dyah Mustikarini Fadli, Muhammad Luqman fatimah Fatimah Fatimah, Jesy Fatmawati, Fatmawati Fitri Santi Fitriyani Fitriyani Fiyani, Tri Octa Gilang Dwi Kurniawan Ginting, Yeshi Ulina Utami Hairil Anwar Hana Handayani Harahap, Reiki Nauli Hardilina, Hardilina HARIYANTO HARIYANTO Hasanah Hasanah Hendradi Surjotomo, Hendradi Hendryan, Hendryan Hengki Hengki Herlan, Herlan Herliningsih Herliningsih Herliningsih, Herliningsih Hery Setyowati, Hery Hotma Simanjuntak Husnul Amin, Husnul Idris Idris Irawadi, Syafrul Irawan, Devi Irwan Irwan Iving Arisdiyoto Jelita Pembayun, Ratu Jessie Hasana Roslih Joko Sutrisno Jonathan, Sheren Julia Julio Salas, Hagi julio, hagi Kartika Kartika Kartina, Remi Kasmawati, Yuni Khairunnisa Khairunnisa Khasanah Khasanah Koen Hendrawan Kristianto, Nova Kristina Kristina Kurniawan, Gilang Dwi Kuswati Kuswati Lidiya, Lidiya Lili Suryani Listina, Yuli Listyaningrum, Indah Luluk Elyana M. Mansyur, M. Maniza, Eriska Margareta Rahayuningsih Nugroho Edi K Maria Denok Bekti Agustiningrum Masfuri, Sunny Annisa Maulidia, Rida Maulidyah, Nurmey Saniatul Maya, Monika Meiny Suzery Meirianticha, Selvira Rani Melati, Sephana Suramaga Mestika, Adhita Nugraha Monica, Della Muhammad Iqbal Sultan, Muhammad Iqbal Muharni Muharni Mukadar, Amir Mukhlis Mukhlis Mukhlisah, Rafikah Munajat, Muhammad Fahrizal Musa, Pabali Mustika Sari, Ika Tyas Nadia Puspita Nanang Heryana Nanik Setijowati Natakusuma, Sandi Ng, Amelia Nisak, Cut Lusi Chairun Noorhadi Rahardjo Nourma Nurjanah Nova Oktavia Novriansyah Novriansyah, Novriansyah Nugraha, Adhita Nugrahastuti, Dewi Nur Azizah Nuraini, Eliza Nurhayatina, Rina Nurjanah, Cici Sri Nurnabhilah, Egy Nursodik, Tabah Nurul Iman, Nurul Nurwijayanto, Nurwijayanto Oktafiani, Tiara Padilah, Indah Pakpahan, Maruji Paramitha, Rizqi Ratna Parawita, Feni Pardi Pardi, Pardi Pasaribu, Widi Sriwahyuni Pauziah, Pauziah Pembayun, Ratu Jelita Pitriani, Pitriani Pratiwi, Daniar Pratiwi, Vina Erni Priatni, Haty Latifah Pudjianto, S.Y Pudjianto, S.Y. Purnama, Desca Purnama, Desca Thea Purnawan, Endar Purwanti, Ratna Puspitasari, Helen Putri, Riyana Ramadhani Qurniati, Amnah Raditya Ahmad Rifandi Rahmat Sulaiman Rahmawati, Rahmawati Rahmi, Nelvin Ramada, Triadi Rambe, Siti Fatimah Rasidar RATNA PURWANTI Ratnawili Resyadilla Azkia Ricarpan, Ogi Ricarpan Rida Maulidia Ridwan, Tri Rizky Imam Roselita Dewi, Lita Rosy Febriani Daud Rupita, Rupita Rusdiono, Rusdiono S, Sinta S, Sinta. Sabandia, La Sabil, Ibnu Safitri, Jesi Said Said, Said Salas, Hagi Julio Santri, Silvia Sari, Desita Sari, Ika Tyas Mustika Sarwindah, Sarwindah Satara, Ashifa Erica Sa’adatul, Sa’adatul Selviani, Ananda Setiabudi, Arifin Setiorini, Hesti SETYAWAN, DEDI Sikwan, Agus Sinaga, Putri Meliani Clarancia Siregar, Afrizal Ramadhan Siti Aminah Soehartono Soehartono Solly Aryza Sri Redjeki Sri Sayekti Sri Winarsih Sugarna, Azis Sugihartono, Tri Suhendra Suhendra Sukmawati Sukmawati SULISDIANI, INDAH Sulistiyanto Sulistiyanto, Sulistiyanto Sulistyaningrum, Nur Aini Suparmoko, Yuphi Handoko Suranto Suranto Susanti, Tia Ica Syah, Muhammad Jusman Syam, Ai AÃ¢â‚¬â„¢yunin Syam, Aldo Redho Syamsiar, Syamsiar Syarifah Ema Rahmaniah Syarifuddin Syarifuddin Syarifuddin Syarifuddin Syarmiati, Syarmiati Syukur, Hakan Tambunan, Yessy Syahradesi Br Tamsi, Fenni Lestari Tantri , Ashr Hafiizh Tebai, Henok Thea Purnama, Desca Try Syeftiani Ummul Khair Vildayanti, Rina Ayu Wahyuni, Yayu Waskito Nugroho Wati, Riska Westi Utami Wijaya, Benny Wiltar, Rama Buci Winarni, Dyah Setyaningrum Windhi Tia Saputra Wirayuda, Rangga Yanti, Diana Fitri Dama Yanuarti, Elly Yohanes, Yulius Yulianti Yulianti Yuniar, Wilda Yurindra, Yurindra Yusmaniarti Yusnia, Yusnia Zibran, Yazid

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