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All Journal Jurnal Ilmiah Informatika Komputer Pendidikan Geografi JURNAL PASTI (PENELITIAN DAN APLIKASI SISTEM DAN TEKNIK INDUSTRI) Tourism & Hospitality Essentials Journal E-Dimas: Jurnal Pengabdian kepada Masyarakat Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) JTT (Jurnal Teknologi Terpadu) QALAMUNA: Jurnal Pendidikan, Sosial, dan Agama JIKO (Jurnal Informatika dan Komputer) Jurnal Pilar Nusa Mandiri Journal of Research and Technology Jurnal BALIRESO Jurnal Sisfokom (Sistem Informasi dan Komputer) ILKOM Jurnal Ilmiah Jurnal RESISTOR (Rekayasa Sistem Komputer) Adimas : Jurnal Pengabdian Kepada Masyarakat KOMPUTIKA - Jurnal Sistem Komputer Buletin Ilmiah Sarjana Teknik Elektro Jurnal Teknik Industri Terintegrasi (JUTIN) Journal of Information Technology and Its Utilization Idealis : Indonesia Journal Information System JISO : Journal of Industrial and Systems Optimization International Journal of Engineering, Science and Information Technology Jurnal Senopati : Sustainability, Ergonomics, Optimization, and Application of Industrial Engineering Journal of Industrial View Abditeknika - Jurnal Pengabdian Kepada Masyarakat Abdiformatika: Jurnal Pengabdian Masyarakat Informatika Buletin Sistem Informasi dan Teknologi Islam Ilmu Komputer untuk Masyarakat Hawari: Jurnal Pendidikan Agama dan Keagamaan Islam Jurnal Pengabdian Masyarakat - Teknologi Digital Indonesia Open Community Service Journal The Center For Sustainable Development Studies Journal Tatar Pasundan: Jurnal Diklat Keagamaan MANISE (Manajemen, Bisnis dan Ekonomi) The Indonesian Journal of Computer Science Industrial & System Engineering Journals (ISEJOU) JURMA YUSTISI Journal of Information Technology and its Utilization
lilis nurhayati
Teknik Informatika, Fakultas Ilmu Komputer, Universitas Muslim Indonesia Makassar, Indonesia
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Improving Indonesian Sign Alphabet Recognition for Assistive Learning Robots Using Gamma-Corrected MobileNetV2 Hayati, Lilis Nur; Handayani, Anik Nur; Irianto, Wahyu Sakti Gunawan; Asmara, Rosa Andrie; Indra, Dolly; Damanhuri, Nor Salwa
Buletin Ilmiah Sarjana Teknik Elektro Vol. 7 No. 3 (2025): September
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/biste.v7i3.13300

Abstract

Sign language recognition plays a critical role in promoting inclusive education, particularly for deaf children in Indonesia. However, many existing systems struggle with real-time performance and sensitivity to lighting variations, limiting their applicability in real-world settings. This study addresses these issues by optimizing a BISINDO (Bahasa Isyarat Indonesia) alphabet recognition system using the SSD MobileNetV2 architecture, enhanced with gamma correction as a luminance normalization technique. The research contribution is the integration of gamma correction preprocessing with SSD MobileNetV2, tailored for BISINDO and implemented on a low-cost assistive robot platform. This approach aims to improve robustness under diverse lighting conditions while maintaining real-time capability without the use of specialized sensors or wearables. The proposed method involves data collection, image augmentation, gamma correction (γ = 1.2, 1.5, and 2.0), and training using the SSD MobileNetV2 FPNLite 320x320 model. The dataset consists of 1,820 original images expanded to 5,096 via augmentation, with 26 BISINDO alphabet classes. The system was evaluated under indoor and outdoor conditions. Experimental results showed significant improvements with gamma correction. Indoor accuracy increased from 94.47% to 97.33%, precision from 91.30% to 95.23%, and recall from 97.87% to 99.57%. Outdoor accuracy improved from 93.80% to 97.30%, with precision rising from 90.33% to 94.73%, and recall reaching 100%. In conclusion, the proposed system offers a reliable, real-time solution for BISINDO recognition in low-resource educational environments. Future work includes the recognition of two-handed gestures and integration with natural language processing for enhanced contextual understanding.
Pelatihan Pembuatan Probiotik untuk Meningkatkan Kesehatan dan Produktifitas Ternak Ayam Nurhayati, Lilis; Dewantoro, Albertus Daru
Abditeknika Jurnal Pengabdian Masyarakat Vol. 5 No. 2 (2025): Oktober
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/abditeknika.v5i2.9314

Abstract

Produktivitas peternakan ayam memiliki peran penting dalam pemenuhan kebutuhan protein hewani masyarakat. Namun, peternak sering menghadapi tantangan seperti penyakit ternak, fluktuasi harga pakan, dan biaya operasional yang tinggi. Penggunaan probiotik sebagai suplemen pakan telah terbukti dapat meningkatkan kesehatan dan produktivitas ayam dengan memperbaiki keseimbangan mikroba usus, meningkatkan efisiensi konversi pakan, serta memperkuat sistem imun. Kegiatan pengabdian ini bertujuan untuk menyelenggarakan pelatihan kepada peternak ayam di Desa Balongbendo Sidoarjo, mengenai pembuatan dan penerapan probiotik berbasis bahan lokal yang murah dan mudah didapatkan. Metode pelaksanaan meliputi sosialisasi, demonstrasi, praktik pembuatan probiotik, serta monitoring dan evaluasi penerapannya dalam budidaya ayam. Hasil kegiatan menunjukkan peningkatan pemahaman dan keterampilan peternak dalam membuat dan menggunakan probiotik, serta adanya dampak positif terhadap kesehatan dan pertumbuhan ayam. Pelatihan ini diharapkan dapat meningkatkan efisiensi produksi ternak ayam secara berkelanjutan serta mendukung ketahanan pangan dan kesejahteraan ekonomi masyarakat setempat. Chicken farming is important for fulfilling people's need for animal protein. However, farmers often face challenges such as livestock diseases, fluctuating feed prices, and high operational costs. Using probiotics as a feed supplement has been proven to improve chicken health and productivity. Probiotics do this by balancing gut microbes, increasing feed conversion efficiency, and strengthening the immune system. This service activity aims to provide Balongbendo Village chicken farmers in Sidoarjo with training on the production and application of probiotics made from cheap, locally available ingredients. The implementation method includes socialization, demonstrations, and hands-on practice making probiotics, as well as monitoring and evaluating their application in chicken farming. Results showed increased farmer understanding and skills in probiotic production and use, as well as positive impacts on chicken health and growth. This training is expected to increase the sustainable efficiency of chicken production and support the food security and economic welfare of the local community.
Performance Analysis of Gradient Boosting and Decision Tree on Distributed Denial of Service Attacks in Software Defined Networks Hayati, Lilis Nur; Hatta, Andi Muhammad Iqra Rezky; Herdianti, Herdianti
Jurnal Sisfokom (Sistem Informasi dan Komputer) Vol. 14 No. 4 (2025): NOVEMBER
Publisher : ISB Atma Luhur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32736/sisfokom.v14i4.2482

Abstract

Distributed Denial of Service (DDoS) attacks remain a prominent threat to modern network infrastructures, particularly in Software Defined Networks (SDNs), which operate under a centralized control architecture. This study aims to assess the effectiveness of Gradient Boosting and Decision Tree algorithms for identifying DDoS attacks in SDN environments. To improve model performance, we applied preprocessing and feature selection to a publicly available SDN-based DDoS dataset. The feature selection process successfully reduced the number of attributes from 23 to the 10 most influential features for classification. The models were trained and evaluated using multiple data splitting ratios: 60:40, 70:30, 80:20, and 90:10. Their performance was measured through accuracy, precision, recall, F1-score, and confusion matrix analysis. Experimental results showed that Gradient Boosting achieved the highest accuracy of 95.53% on a 90:10 split, with relatively low computation time. In comparison, the Decision Tree achieved a maximum accuracy of 94.26% but required more processing time. The confusion matrix for the best-performing model showed high true-positive and true-negative rates, with a low false-negative rate, indicating reliable detection capabilities. This study contributes to the ongoing research in DDoS detection by highlighting the effectiveness of machine learning algorithms in SDN environments.
Meningkatkan Daya Saing Pengrajin Anyaman Lontara Kana Tojeng Melalui Edukasi Penggunaan Media Sosial di Desa Bontokassi Hayati, Lilis Nur; Indra, doly; Djamereng, Asdar
Jurnal Pengabdian Masyarakat - Teknologi Digital Indonesia. Vol 4, No 2 (2025): Oktober 2025
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat - Universitas Teknologi Digital Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26798/jpm.v4i2.2113

Abstract

Kegiatan pengabdian ini berhasil Meningkatkan Daya Saing Pengrajin Anyaman Lontara Kana Tojeng Melalui Edukasi Penggunaan Media Sosial di Desa Bontokassi di Desa Bontokassi. Berdasarkan hasil evaluasi menggunakan instrumen pre-test dan post-test yang terdiri dari 10 butir pertanyaan, dengan koresponden 20 anggota pengerajin Kana Tojeng terjadi peningkatan pemahaman yang signifikan. Skor rata-rata pre-test peserta berada pada angka 45,8%, sedangkan nilai post-test meningkat menjadi 75,5%, yang menunjukkan efektivitas pendekatan edukatif-partisipatif dalam mentransfer pengetahuan Penggunaan Media Sosial mitra. Memperlihatkan perbandingan yang jelas antara sebelum dan sesudah sosialisasi, yang turut memperkuat bukti pencapaian program. Di samping peningkatan kognitif, mitra juga menunjukkan perubahan Penggunaan Media Sosia untuk produk kerajinan. Secara umum, hasil kegiatan ini tidak hanya memperkuat daya saing produk lokal berbasis budaya, tetapi juga membuka peluang baru untuk ekspansi digital melalui e-commerce dan kolaborasi lebih luas di masa mendatang.
Peningkatan Kemampuan Mengenal Huruf Hijayah Menggunakan Teknologi AR di TPA Darul Ilmi Sugiarti, Sugiarti; Irawati, Irawati; Atmajaya, Dedy; Hayati, Lilis Nur
Abdiformatika: Jurnal Pengabdian Masyarakat Informatika Vol. 5 No. 1 (2025): Mei 2025 - Abdiformatika: Jurnal Pengabdian Masyarakat Informatika
Publisher : Indonesian Scientific Journal

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59395/abdiformatika.v5i1.253

Abstract

TPA Darul Ilmi, sebuah lembaga pendidikan nonformal yang berfokus pada pengajaran Al-Qur'an untuk anak-anak, menghadapi tantangan rendahnya minat dan perhatian dalam mempelajari huruf hijaiyah. Untuk mengatasi masalah ini, tim pengabdian masyarakat dari Universitas Muslim Indonesia menerapkan teknologi Augmented Reality (AR) sebagai solusi inovatif untuk membuat proses pembelajaran lebih interaktif dan menarik. Kegiatan ini dilakukan melalui beberapa tahap, yaitu persiapan dan perencanaan, sosialisasi dan pelatihan, implementasi, evaluasi, serta pemantauan. Hasilnya menunjukkan bahwa penggunaan aplikasi AR berhasil meningkatkan minat belajar anak-anak. Mereka lebih antusias dan tertarik mempelajari huruf hijaiyah dibandingkan metode konvensional. Interaksi yang lebih dinamis dengan konten pembelajaran membantu menjaga perhatian anak-anak dan memudahkan pengajar dalam menyampaikan materi. Secara keseluruhan, kegiatan ini memberikan dampak positif dengan memperkenalkan pendekatan teknologi modern dalam mendukung pembelajaran dasar Al-Qur'an, khususnya huruf hijaiyah, di TPA Darul Ilmi.
Pelatihan dan Pengembangan Konten Website Bagi Pengelola UPT. Managemen Inovasi dan Inkubasi Bisnis UMI Hayati, Lilis Nur; Salim, Yulita; Hermany, Nurul Inayah; Ismail, Wawan
Ilmu Komputer untuk Masyarakat Vol 5, No 1 (2024)
Publisher : Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkomas.v5i1.2287

Abstract

UPT.Managemen Inovasi dan Inkubasi Bisnis (MIIB) UMI Memiliki website https://upt.miib.umi.ac.id/ Website menjadi gerbang utama bagi Tenan Inwoll dan Outwall dalam mencari informasi mengenai Kegiatan Bimtek, pelatihan pelatihan, Inkubasi Bisnis Oleh sebab itu, website harus menarik dan pentingnya melakukan pengembangan konten di dalam website, memiliki kewajiban untuk menjaga website MIIB agar tetap update setiap harinya, sehingga tidak ada satupun informasi yang tidak terpublikasikan dengan baik. “Selain itu, website yang informatif dan menarik juga menjadi poin penting dalam penilaian webometrics. Website  MIIB belum mengikuti standar penilaian webometrics sehingga belum banyak berpengaruh terhadap pemeringkatan webometrics UMI. Konten berita yang diposting pada website MIIB belum menggunakan standar SEO. Manajemen pengelolaan website MIIB masih dikelola oleh 1 orang operator. Operator yang ditugaskan tersebut belum mengetahui pengelolaan website berdasarkan standar penilaian webometric. Hal ini menyebabkan belum maksimalnya konten berita yang diposting pada website tersebut Target dalam pelaksanaaan PkM Lektor Fakultas Ilmu Komputer  UMI  sehubungan dengan bagaimana melakukan Sosialisasi Untuk Peningkatan Pemeringkatan Webomtrics dalam WEB UMI dalam UPT.Managemen Inovasi dan Inkubasi Bisnis UMI dan Memberikan Pelatihan dan Pengembangan Konten Website Bagi Pengelola
Efforts to Grow Muslim Mahabbah in High Schools Through Islamic Religious Learning Nurhayati, Lilis
QALAMUNA: Jurnal Pendidikan, Sosial, dan Agama Vol. 15 No. 2 (2023): Qalamuna - Jurnal Pendidikan, Sosial, dan Agama
Publisher : Lembaga Penerbitan dan Publikasi Ilmiah Program Pascasarjana IAI Sunan Giri Ponorogo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37680/qalamuna.v15i2.2555

Abstract

Teachers greatly influence students' religious development, including how Islamic religious education teachers pay attention to students in educating and growing Muslim mahabbah. Mahabbah Muslim here is defined as the love of Allah and His Messenger. Islamic Religion teachers use many ways to motivate students to carry out Islam's teachings. Therefore, the researcher wants to learn more about the teacher's efforts to grow Muslim mahabbah in SMA 2 Bandung. This research aims to describe the efforts of Islamic religious education teachers in cultivating Muslim mahabbah in SMA 2 Bandung. To achieve this goal, this study uses a qualitative descriptive research type. Data collection techniques are carried out through, Observation, interviews, and documentation—determination of informants using a purposive sampling technique. Furthermore, data analysis was carried out using descriptive analysis and data validity techniques using data triangulation. The results of the study concluded that the efforts made by Islamic religious teachers included reading the asmaul husna routinely, tadarus and praying before starting learning, midday prayers in congregation, Duha prayers, Friday prayers, with the routine commemoration of Islamic holidays (PHBI), namely commemorating Maulid Nabi, Isro Mi'raj, Islamic New Year, Eid al-Qurban, Smartren (Ramadan boarding school), and social services.
Inovasi Perancangan Alat Irat Bambu Sebagai Bentuk Dukungan Pelestarian Produk Anyaman di Trenggalek Bellanov, Agrienta; Nurhayati, Lilis; Valentino, Teofilus
Abditeknika Jurnal Pengabdian Masyarakat Vol. 4 No. 1 (2024): April 2024
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/abditeknika.v4i1.3103

Abstract

Bambu merupakan salah satu hasil alam yang melimpah di Kabupaten Trenggalek, sehingga masih banya ditemukan pengrajin yang bergerak di bidang home industry untuk menghasilkan anyaman tikar, besek, dan lain sebagainya. Seiring dengan berkembangnya zaman, produk anyaman sudah semakin jarang ditemukan, hal inilah yang membuat harga produk anyaman semakin menjanjikan. Setelah melakukan wawancara kepada para pengrajin, dapat disampaikan bahwa para pengrajin mengeluh mudah lelah pada proses irat bambu, proses ini dilakukan untuk mendapatkan lembaran-lembaran tipis dari bambu untuk kemudian di anyam, dengan teknik manual yang dilakukan terkadang lembaran bambu tidak memiliki ukuran ketebalan yang sama, hal ini juga yang akhirnya menurunkan semangat pengrajin untuk melakukan produksi, akibatnya pengiriman produk ke konsumen sering mengalami keterlambatan. Pelaksanaan program dalam kegiatan ini menggunakan metode learning by doing dengan merancang alat irat bambu yang sesuai dengan postur tubuh para pengrajin. Selanjutnya tim juga akan membuatkan jadwal produksi yang sesuai untuk mengurangi keterlambatan pengiriman produk. pelaksaan program dinyatakan berhasil karena para pengrajin merasa sangat teredukasi dan dimudahkan dengan adanya alat irat bambu sederhana tersebut.   Bamboo is one of the abundant natural products in Trenggalek Regency, so you can still find many craftsmen engaged in the home industry to produce woven mats, baskets, and so on. As time goes by, woven products are becoming increasingly rare, this is what makes the prices of woven products increasingly promising. After conducting interviews with the craftsmen, it can be said that the craftsmen complain that they get tired easily during the bamboo woven process, this process is carried out to obtain thin sheets of bamboo which are then woven, using manual techniques, sometimes the bamboo sheets do not have the same thickness.  this also ultimately reduces the enthusiasm of craftsmen to carry out production, as a result product delivery to consumers is often delayed. The implementation of the program in this activity uses the learning by doing method by designing bamboo threading tools that suit the body posture of the craftsmen. The application of the learning by doing method in this context not only provides practical solutions but also enhances the skills, enthusiasm, and motivation of bamboo weavers. Furthermore, the team will also create an appropriate production schedule to reduce delays in product delivery.  Based on the interview results, the craftsmen feel greatly assisted by the bamboo weaving tool, which turns out to be able to cut time faster, approximately around 11 minutes compared to the manual method.
SISTEM PENDUKUNG KEPUTUSAN PENILAIAN KINERJA PEGAWAI DENGAN ALGORITMA FUZZY C-MEANS DAN HUNGARIAN R, M Yusuf; Hayati, Lilis Nur; Sugiarti, Sugiarti
JURNAL INFORMATIKA DAN KOMPUTER Vol 7, No 2 (2023): SEPTEMBER 2023
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat - Universitas Teknologi Digital Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26798/jiko.v7i2.819

Abstract

Penilaian kinerja pada dasarnya merupakan faktor kunci guna mengembangkan suatu organisasi secara efektif dan efisien untuk mencapai tujuan dari suatu organisasi tersebut. Balai Penelitian dan Pengembangan Agama Makassar memiliki pegawai struktural dan non struktural baik yang berstatus ASN maupun Non ASN. Berdasarkan data terbaru tahun 2022, Pegawai non struktural berjumlah 64 orang, sedangkan pegawai struktural berjumlah 35 orang. Terdapat beberapa pegawai tidak menyelesaikan tugas pokok sesuai dengan waktu yang telah ditentukan. Metode yang digunakan adalah algoritma Fuzzy C-Means untuk mengelompokkan kinerja pegawai ke dalam 3 cluster. Dimana cluster 1 untuk kinerja Kurang, cluster 2 untuk kinerja Baik dan cluster 3 untuk kinerja Sangat Baik. Algoritma Hungarian digunakan untuk melakukan proses pemilihan pegawai untuk suatu pekerjaan berdasarkan dari hasil kinerja pegawai. Hasil pengujian sistem menggunakan 8 data sampel pegawai menujukkan bahwa terdapat 4 pegawai yang masuk ke dalam cluster 3 dan 4 pegawai lainnya masuk ke dalam cluster 2. Dari pengelompokan pegawai ke dalam 3 cluster tersebut dapat digunakan rujukan oleh Kepala Balai atapun Kasubag Tata Usaha dalam memberikan laporan kinerja pegawai kepada Kementerian Agama.Kata Kunci: Kinerja Pegawai, Sistem Pendukung Keputusan, Fuzzy C-Means, Hungarian.
Implementasi Metode Fuzzy Time Series dalam Peramalan Penjualan Produk Unggulan Perusahaan Damayanti, Florencia Agatha; Nurhayati, Lilis
Jurnal Teknik Industri Terintegrasi (JUTIN) Vol. 7 No. 1 (2024): January
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jutin.v7i1.21249

Abstract

This research discusses sales forecasting of two superior products of PT. Pakis Logam Perkasa Indonesia: semi-stainless spatula and electric elbow grater c. One of the household furniture manufacturers in Tulungagung sells its wholesale and retail products. Due to the high demand for semi-stainless spatula and c-elbow electric grater products, the company experienced uncontrolled inbound and outbound sales. Therefore, sales forecasting is imperative. Sales forecasting uses previous data to decide how many products to market. Chen's Fuzzy Time Series model uses a technique for forecasting the demand for semi-stainless spatulas and c-elbow electric grates for the next month based on previous data patterns. The two methods used to analyze data are qualitative analysis and quantitative analysis. The aim of creating this forecasting model is to improve forecasting results, especially in terms of accuracy. Next, the Mean Absolute Percentage Error (MAPE) determines the error value from the forecasting results. The error value for the semi-stainless spatula product is 1.03%, and the c-elbow electric grater is 0.62%. The MAPE test shows that the forecasting results of these two products are excellent.
Co-Authors A?ayunnisa, Nurul Abdi, Muhammad Alim Abdul Wahab Abdullah, Syahrul Mubarak Agung, Riski Dewa Aji, Fery Setyo Akbar, Muhammand Ali Munawir Amir, Nur Hikmah Amrin, Fery Andriawan Andi Rizaldi Pratama Andika Syaputra Andrian, David Anik Nur Handayani Ansari Ansari As'ad, Ihwana Asdar Djamereng Astuti, Wistiani Atmajaya, Dedy Ayu Aksari AZUZ, FAIDAH Bellanov, Agrienta Bora, Leni J Cahya Wulandari, Lusi Mei Damanhuri, Nor Salwa Damayanti, Florencia Agatha Daris, Mega Asfirawati Darwis, Herdianti Dewantoro, Albertus Daru Dewi Pancawati Novalita, Dewi Pancawati Dian Dian Dimas, Ravael Djamereng, Asdar Dolly Indra Dwi Nur Halizah Elvira Siruna Fadly Achmad Fattah, Farniwati Febriyanti, Rina Fery Andriawan Amrin Fery Setyo Aji Fikar, Sul Firmiaty, Sri Fitriyani Umar Halimahtul Wildan Haris, Najwan Firdaus Harjuna, Muhammad Harlinda Lahuddin Harun, Makmur Hatta, Andi Muhammad Iqra Rezky Hazjuang, Muhammad Fatwa Herdianti Darwis Herdianti Herdianti Herman Herman Herman Hermany, Nurul Inayah Huda, Besse Nurul Indra, doly Irawati - Irawati Irawati Irawati Irawati Irawati Irja, Mulianty Cipta Irwan Ardyansah Irwan Irwan Ismail, Wawan Iwanto, Agustinus jabir, sitti rahmah Jeremy, Jason Jihan Fatihah Ismiralda Kharawan, Athifah Arsa Kononis, Elisabet Priska Arkadewi Kristiani, Poppy Marselina Lasman Parulian Purba Lokapitasari Belluano, Poetri Lestari Lukman Syafie Magfirah, Magfirah Manga, Abdul Rachman Massa, Paschal Nicollas Dominggo Mude, Muh. Aliyazid Muh Alim Abdi Muhammad Agus Muljanto Muhammad Alim Abdi Muhammad Alwi Muhammad Arif Muhammad Bayu Rahmat Muhammad Dzuljalali Wal Ikram Muhammad Firdaus Banjar Muhammad Ikhsan Supriyadi Muhammad Nazar Alfath Mukarramah, Rifqatul Munawir Munawir Munawir Nasir Hamzah Munawir, Ali Nasir, Haidawati Nathanael, Randy Abednego Nia Kurniati Novianti, Nabila Nugroho, Afifah Khairunnisa Nurfadillah Said Nurlinda Nurlinda Nurul Kholifah Yulinda Nurul Rismayanti Purba, Lasman Parulian Purnawansyah Purnawansyah Purnawansyah R, M Yusuf Rafael, Ivan Rahbiah, Sitti Ramdan Satra Ratnawaty, Latifah Resky Anugrah Rezky Anugrah Rezky Anugrah Rini Andari, Rini Risti Amelia Rosa Andrie Asmara Sahelangi, Milly Maria Salim, Yulita Salmat, Surya Mudti Saripah Fitriani Satma, Satma Setia Budi, Muh Arif Situju, Nurwaini Sri Hartini Sugiarti Sugiarti Sugiarti Sul Fikar Sulfikar Sulfikar Surachmad, Winarto Surya Mudti Salmat Syafie, Lukman Syam, Muhammad Farhan Tenripada, A Ulfah Ulhaq, Muhammad Dhiya Umar Mansyur Umniah Umniah Valentino, Teofilus Veithzal Rivai Zainal Wa Ode Tanti Wahyu Sakti Gunawan Irianto Wahyudi, Yasyfa Xena Arleyda Wal Ikram, Muhammad Dzuljalali Wibowo, Nanang Roni Widari, Nyoman Sri Widyawati, Dewi Winarto Surachmad Wisti Astuti Yulita Salim Yundari, Yundari