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Sunarno Sunarno
Jurusan Teknik Fisika, Fakultas Teknik, Universitas Gadjah Mada
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PERBANDINGAN PERFORMA MODEL MACHINE LEARNING DALAM PREDIKSI SUHU DI SEMARANG Sutaryani, Apit; Sunarno, Sunarno; Djuniadi, Djuniadi
Jurnal Informatika dan Teknik Elektro Terapan Vol 12, No 3 (2024)
Publisher : Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/jitet.v12i3.4884

Abstract

Prediksi suhu udara sangat bermanfaat untuk pertimbangan kebijakan lokal, sepertinya suhu udara lebih tinggi dari tahun-tahun sebelumnya, sehingga perlunya perluasan lahan hijau sebagai strategi untuk memperbaiki kualitas udara dan meningkatkan kualitas hidup masyarakat. Oleh karena itu perencanaan dan implementasi proyek lahan hijau harus menjadi prioritas dalam upaya pengembangan kota yang berkelanjutan. Penelitian ini membandingkan algoritma machine laerning model regresi linier dengan decision tree untuk memprediksi suhu kota Semarang dari tahun 2019 hingga 2023. Variabel data yang digunakan meliputi temperatur, titik embun, kecapatan angin, curah hujan, tekanan udara, lamanya penyinaran matahari, dan kelembaban. Pengolahan data dilakukan menggunakan software rapid miner dengan menggunakan algoritma regresi linier dan decision tree. Hasil penelitian menunjukkan algoritma regresi linier memiliki nilai RMSE sebesar 0.131 +/- 0.000, MAE 0,099 +/- 0,086 dan R2 0.990, sedangkan pada algoritma decision tree nilai RMSE sebesar 0,293 +/- 0,000, nilai MEA 0,189 +/- 0,224 dan nilai R2 0,948. Kesimpulan analisis menunjukkan bahwa algoritma regresi linier lebih akurat daripada decision tree.
Pengaruh Biopestisida Kulit Bawang Merah (Allium cepa) Terhadap Laju Respirasi Jangkrik (Gryllus bimaculatus) Isdadiyanto, Sri; Nursabrina, Azra Batrisyia; Sunarno, Sunarno
Buletin Anatomi dan Fisiologi Volume 9, Nomor 2, Tahun 2024
Publisher : Departemen Biologi Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/baf.9.2.2024.158-163

Abstract

Kulit bawang merah mengandung senyawa asetogenin berupa skuamosin yang berpotensi sebagai bahan biopestisida untuk pengendalian hama jangkrik pada tanaman pertanian. Penelitian ini bertujuan untuk menganalisis pengaruh biopestisida dari ekstrak kulit bawang merah terhadap bobot badan dan laju respirasi, serta memperoleh dosis optimum biopestisida terhadap mortalitas jangkrik. Penelitian ini menggunakan desain rancangan acak lengkap faktor tunggal yang terdiri atas 5 ulangan dengan 5 perlakuan yaitu 0% (kontrol), 25%, 50%, 75%, dan 100%. Hasil penelitian menunjukkan bahwa terdapat perbedaan yang nyata antara kelompok perlakuan pemberian biopestisida dengan kelompok kontrol pada bobot badan dan laju respirasi jangkrik. Hasil uji regresi antara dosis biopestisida dengan penurunan bobot badan menunjukkan hubungan yang kuat sebesar 54,3%  dan pada peningkatan laju respirasi menunjukkan hubungan yang sangat kuat sebesar 75,2%. Dosis biopestisida optimum pada mortalitas jangkrik sebesar 100%. Kesimpulan penelitian ini adalah senyawa asetogenin skuamosin dalam biopestisida ekstrak kulit bawang merah dapat menaikkan laju respirasi jangkrik. Red onion peels contain the acetogenin compound in the form of squamosin which has the potential to be used as a biopesticide to control cricket pests on crops. This research aims to analyze the effect of biopesticide from red onion peels extract on body weight and respiration rate, as well as to obtain the optimum dose of biopesticide on cricket mortality. This study used a single factor completely randomized design consisting of 5 replications with 5 treatments, namely 0% (control), 25%, 50%, 75% and 100%. The results of the study showed that there were significant differences between the treatment group given biopesticide and the control group in body weight and respiration rate of crickets. The results of the regression test between biopesticide dose and reduction in body weight showed a strong relationship of 54.3% and an increase in respiration rate showed a very strong relationship of 75.2%. The optimum biopesticide dose for cricket mortality is 100%. This research concludes that the compound acetogenin squamosin in the biopesticide extract of shallot skin can increase the respiration rate of crickets.
Histomorfometri Hepatopankreas Ikan Nila Merah (Oreochromis niloticus) yang Dipelihara pada Berbagai Tingkat Aerasi dan Filtrasi Djaelani, Muhammad Anwar; Khairunnisa, Nurul Fathia; Kasiyati, Kasiyati; Sunarno, Sunarno
Buletin Anatomi dan Fisiologi Volume 9, Nomor 2, Tahun 2024
Publisher : Departemen Biologi Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/baf.9.2.2024.148-157

Abstract

Kualitas air yang buruk seperti oksigen terlarut, pH, salinitas, amonia, nitrit, nitrat, dan suhu air yang melebihi kisaran optimum normal dapat berdampak buruk pada proses fisiologis dan struktur organ seperti hepatopankreas pada ikan. Aerasi dan filtrasi pada pemeliharaan ikan dapat meningkatkan kualitas air, selanjutnya akan berdampak pada peningkatan fungsi hepatopankreas pada ikan nila merah (Oreochromis niloticus). Penelitian ini menganalisis penggunaan aerator dan filter dalam untuk menjaga kualitas air. Penelitian ini menggunakan rancangan faktorial terdiri dari dua faktor perlakuan yaitu aerasi dan filtrasi. Perlakuan aerasi menggunakan aerator tunggal dan ganda, filtrasi menggunakan filter dan tanpa filter. Hewan coba yang digunakan 24 ikan nila merah. Hasil penelitian menunjukkan bahwa interaksi antara aerator dan filter berpengaruh nyata (P<0,05) terhadap Indeks Hepatosomatik (HSI), diameter hepatosit, diameter asinar pankreas, dan diameter pulau Langerhans. Kesimpulan penelitian ini adalah kombinasi aerator dan filter dapat menjaga kualitas fisik dan kimia air sehingga tidak berdampak negatif terhadap struktur histologis hepatopankreas. Poor water quality such as dissolved oxygen, pH, salinity, ammonia, nitrite, nitrate, and water temperature that exceeds the normal optimum range can have a negative impact on physiological processes and organ structures such as the hepatopancreas in fish. Aeration and filtration in fish farming can improve water quality, which will then have an impact on improving hepatopancreatic function in red tilapia (Oreochromis niloticus). This research analyzes the use of aerators and internal filters to maintain water quality. This research uses a factorial design consisting of two treatment factors, namely aeration and filtration. Aeration treatment using single and double aerators, filtration using filters and without filters. The experimental animals used were 24 red tilapia fish. The results showed that the interaction between the aerator and filter had a significant effect (P<0.05) on the Hepatosomatic Index (HSI), hepatocyte diameter, pancreatic acinar diameter, and islet of Langerhans diameter. The conclusion of this research is that the combination of aerators and filters can maintain the physical and chemical quality of water so that it does not have a negative impact on the histological structure of the hepatopancreas.
Meluruskan Isu Tentang “Ada Keselamatan di Luar Yesus” Sebagai Apologetika terhadap Finalitas Yesus Siringo Ringo, Lumayan; Sunarno, Sunarno
Ritornera - Jurnal Teologi Pentakosta Indonesia Vol 4, No 3 (2024): Jurnal Teologi dan Pendidikan Kristen - Desember 2024
Publisher : Pusat Studi Pentakosta Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54403/rjtpi.v4i3.100

Abstract

The saving work of Jesus Christ on the cross is a central pillar in Christian teaching, which affirms that human salvation can only be obtained through faith in Him.  This article aims to  to straighten out the understanding of both Christians and non-Christians about the existence of salvation other than Christ.   This is not new but has been around for a long time. This issue is increasingly packaged in such a way by pluralists who are actually the product of rationalism. This understanding popularizes inclusive safety is no longer exclusive. So the researcher can say that this understanding is not in accordance with the truth of the Bible and even contradicts the truth of God's words. The conclusion of this article is that salvation in Christ is exclusive and final, it cannot be changed by man, because exclusive salvation is a great gift for every believer. This research uses a qualitative approach with content analysis where it is firmly stated that there is no salvation outside of Jesus, because salvation is only in the name of Jesus Christ and it is final.
Grindulu fault cloud radon data for earthquake magnitude prediction using machine learning Pratama, Thomas Oka; Sunarno, Sunarno; Wijatna, Agus Budhie; Haryono, Eko
IAES International Journal of Artificial Intelligence (IJ-AI) Vol 13, No 4: December 2024
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijai.v13.i4.pp4572-4582

Abstract

The study investigates the potential of integrating radon gas concentration telemonitoring systems with machine learning techniques to enhance earthquake magnitude prediction. Conducted in Pacitan, East Java, Indonesia, where the stations are near the active Grindulu fault, the research employs random forest (RF), extreme gradient boosting (XGB), neural network (NN), AdaBoost (AB), and support vector machine (SVM) methods. The study aims to refine earthquake magnitude prediction, utilizing real-time radon gas concentration measurements, crucial for disaster preparedness. The evaluation involves multiple metrics like mean absolute error (MAE), mean absolute percentage error (MAPE), root mean square error (RMSE), mean squared error (MSE), symmetric mean absolute percentage error (SMAPE), and conformal normalized mean absolute percentage error (cnSMAPE). XGB and SVM emerge as top performers, showcasing superior predictive accuracy with minimal errors across various metrics. XGB achieved MAE (0.33), MAPE (6.03%), RMSE (0.51), MSE (0.26), SMAPE (0.06), and cnMAPE (0.97), while SVM recorded MAE (0.34), MAPE (6.20%), RMSE (0.51), MSE (0.26), SMAPE (0.06), and cnSMAPE (0.97). The analysis reveals XGB as the most effective method, boasting the lowest error values. The study underscores the importance of expanding data availability to enhance predictive models, ultimately contributing to more precise earthquake magnitude predictions and effective mitigation strategies.
EXPLORING THE EFFECTS OF ASYNCHRONOUS LEARNING ON ACADEMIC ACHIEVEMENT AND STUDENT LEARNING INDEPENDENCE Sunarno, Sunarno; Fanani, Ahmad Aziz; Hidayah, Fathi
Ar-Risalah Media Keislaman Pendidikan dan Hukum Islam Vol 22 No 2 (2024): (October 2024)
Publisher : LPPM IAI IBRAHIMY GENTENG BANYUWANGI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69552/ar-risalah.v22i2.2571

Abstract

This study aims to explore the effectiveness of asynchronous learning in improving students' independence and academic achievement. The focus of this research is to understand how the time flexibility provided by asynchronous learning methods can affect students' independence in managing their study time as well as its impact on academic achievement. The research method used is a case study with data analysis using the Miles and Huberman technique. Data were collected through in-depth interviews and direct observation of students engaged in asynchronous learning. The results showed that 75% of students experienced an improvement in learning time management, 70% showed an increase in self-discipline, and 68% became more active in looking for additional learning resources. These findings indicate that asynchronous learning not only increases learning independence but also has a positive impact on students' academic achievement. The implication of this study is the importance of educational institutions to consider the integration of asynchronous learning methods in the curriculum to support the development of students' independence and academic achievement more effectively.
Peningkatan Kompetensi dan Pembuatan Teknologi Terbaru Beton Porous di Jurusan Teknik Konstruksi dan Perumahan SMKN 1 Balikpapan Achmad, Karmila; Sulistyo, Totok; Sunarno, Sunarno; Kiptiah, Mariatul; M. Ain, Mohammad Isram
Abdimas Universal Vol. 7 No. 1 (2025): April
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat Universitas Balikpapan (LPPM UNIBA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36277/abdimasuniversal.v7i1.512

Abstract

The city of Balikpapan has many flood points every year,.Flood events are a priority issue for the Balikpapan City Government, in 2017 there was an increase in flood events by 89 incidents. To solve this problem is to apply the construction with the latest environmentally friendly technology, namely porous concrete so that surface water can seep into the ground and can become a groundwater reserve. Porous concrete is the latest type of concrete technology with high porosity which is applied as a concrete plate which allows rainwater and water from other sources to pass through. Limited facilities and infrastructure, lack of teaching staff relevant to the Construction and Housing Study Program at SMKN 1 Balikpapan School so that they cannot carry out concrete manufacturing and testing because this is a basic competency that every student must have. The activity began by formulating a program that was relevant to the knowledge and research of the PkM team of the Civil Engineering Department of the Balikpapan State Polytechnic and the problems that exist around Balikpanan City. SMKN 1 Balikpapan to carry out follow-up activities or programs to be implemented, activity planning, activity schedules and activity output. The activities were carried out for 2 days which included socialization and practice of making porous concret.
Biotechnology-based therapy for stroke treatment: review Utama, Hieronimus Adiyoga Nareswara; Mariya, Sela Septima; Dumingan, Alvian; Putri, Ratih Rinendya; Sunarno, Sunarno; Malik, Amarila
JURNAL ILMU KEFARMASIAN INDONESIA Vol 22 No 2 (2024): JIFI
Publisher : Faculty of Pharmacy, Universitas Pancasila

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35814/jifi.v22i2.1613

Abstract

Various therapeutic agents have been used to treat stroke. However, currently there is extensive exploration of new potential therapies for stroke involving novel signaling pathways and development of therapeutic agents through biotechnological approaches. This article examines the recent advances in stroke therapy using biotechnology-based drugs. We conducted a comprehensive search using specific keywords relating to Ischemic Stroke, ATMP, Peptide, Antibody, Stem Cells, and connected topics in the databases of Medline, Scopus, Web of Science, and Pubmed. The main focus of the selection criteria was on English-language literature that explored the relationship between Ischemic Stroke, ATMP, Peptide, Antibody, Stem Cells, and related factors. This article exhibits that numerous studies are being conducted and have demonstrated the use of biotechnology-based therapeutic agents for stroke, including tissue plasminogen activators, therapeutic peptides, microRNA, monoclonal antibodies, as well as stem cells. These therapeutic agents have not only been tested on test animals but have also been commenced to be tested in clinical studies or have obtained marketing approval for use in ischemic stroke patients. In conclusion, despite the limited number of approved drugs, advancements in biotechnology are poised to make them common adjunct treatments for stroke patients, not just for managing the disease but also for its cure and regenerative effects in survivors.
PELAKSANAAN PEMBELAJARAN INKUIRI TERBIMBING MUATAN IPA PADA SISWA KELAS V DI SDN 004 SUNGAI KUNJANG Agustin, Yuli; Sunarno, Sunarno; Kusdar, Kusdar
Tunas: Jurnal Penelitian Pendidikan Dasar Vol. 1 No. 1 (2021)
Publisher : Program Studi Pendidikan Guru Sekolah Dasar, FKIP, Universitas Mulawarman

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

Abstract

This study aims to determine the implementation of learning using the science content inquiry learning model in fifth grade students of SD Negeri 004 Sungai Kunjang. The background of this research is that science learning in class V SD Negeri 004 Sungai Kunjang is still relatively low. This study uses qualitative research with the subject of class V SD Negeri Sungai Kunjang. In collecting data the researchers used the methods of observation, interviews, and documentation. Data analysis techniques used are data reduction, data display, and drawing conclusions. To test the validity of the data used credibility test with triangulation technique. Based on the results of the research, planning for inquiry learning in class V SDN 004 Sungai Kunjang in planning learning the teacher makes or designs learning by making lesson plans that will be implemented. In making the RPP the teacher is said to be good because in making the RPP the teacher has included the steps of inquiry learning. The implementation of inquiry learning in class V SDN 004 Sungai Kunjang is said to be good because the teacher carries out learning according to the steps of inquiry learning. In addition to the teacher making lesson plans, the teacher also plans to make group work sheets (LKK) and student worksheets (LKS). In making LKS the teacher determines the main questions that are in accordance with the learning material. In the evaluation of inquiry learning the teacher evaluates using process evaluation and evaluation of results that make it easier for teachers to evaluate the inquiry learning.
Konsep keselamatan: Iman dan Perbuatan Dari Perspektif Teologi Injili Telaumbanua, Yohanes; Sunarno, Sunarno; Mulalinda, Stella
DIDASKO: Jurnal Teologi dan Pendidikan Kristen Vol 4, No 2 (2024): Teologi dan Pendidikan Kristen - Oktober 2024
Publisher : Sekolah Tinggi Agama Kristen Diaspora Wamena

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52879/didasko.v4i2.139

Abstract

Manusia adalah makhluk Tuhan, diciptakan menurut gambar Tuhan. Gambaran Allah ini ternoda oleh dosa, dengan melanggar atau melampaui batas-batas yang telah ditetapkan. Dosa sudah ada sebelum manusia ada sejak Adam dan Hawa, namun tentu saja dosa merupakan akibat dari kejatuhan manusia. Manusia adalah makhluk berdosa, dan pada saat yang sama, mereka juga musuh Tuhan. Dikatakan bahwa semua manusia telah berbuat dosa dan kehilangan kemuliaan Tuhan (Roma 3:23), atau statusnya berubah dari yang seharusnya. Kejahatan adalah salah satu bagian yang manusia ciptakan sendiri melalui kehendak bebas. Kejahatan muncul dari keinginan bebas seseorang sebelum atau dalam situasi saat ini. Manusia menggunakan kehendak bebasnya pada saat mereka melakukan kejahatan. Dengan begitu manusia tidak bisa mengatakan bahwa Allah yang merupakan pelaku dari hadirnya kejahatan. Tuhan yang pengasih mengambil inisiatif untuk menyelamatkan umat manusia. Allah mengutus Firman Allah yang menjadi manusia dalam pribadi Yesus. Yesus adalah Firman Tuhan yang menjadi manusia dan melaksanakan kehendak Tuhan. Dia akan melakukan pekerjaan keselamatan (kematian di kayu salib, kebangkitan, dan kenaikan) dan menjadi Juruselamat (Kristus, Mesias) umat. Tujuan dari penelitian ini adalah agar mendapatkan pemahaman tentang konsep keselamatan berdasarkan perspektif Teologi Injil. Sebab  Iman  dan  Perbuatan  itu  adalah  dua  hal  yang  tidak  dapat  dipisahkan  satu sama lain, melainkan saling melengkapi. Untuk menemukan data-data yang detail dalam pembahasan ini, penulis menggunakan  metode  kualitatif pendekatan deskriptif, temuan dari penelitian ini ialah,  pengkaji keselamatan: iman dan perbuatan perspektif teologi injili, sampai mendapatkan hasil yang bisa diterapkan orang percaya masa kini dalam mengikut Tuhan. 
Co-Authors A. Cristina, A. Abdul Latif Aditya Wiraswan Adriani Lestari Afifuddin, M. Aris Agus Budhie Wijatna Agustin, Yuli Ahmad Fadli Ahmad Fadli Ahmad Faried Ahmad Syadzali Ahmad Zain Sarnoto Ain, Mohamad Isram M Aisyah Aisyah Al'farisi, Cory Dian Alfani, M Iram Alfarisi, Cory Dian Alfarizi, Cory Dian Alfiandry, Muhammad Alief Rifaldi Ali Nasith Allailus Syah Safara Alltop Amri Ya Habib Altarawneh, Mohammednoor Amarila Malik Amelisa, Tika Amun Amri Anggalia Wibasuri Anggaraini, AM Tri Aniati Murni Arymurthy Anwar Budiman Aretama, Lucky Barga Ari Bawono Putranto Ari Wibawa Budi Santosa Arif Mansyuri Armiati, Reni Arsha, Nabila Syahadati Arsyaningrum, Aurellia Putri Budi Arzakina, Silfia Asiyah, Tahsya Atmoko, Dwi Aulia Permatasari Auliaurrahman, Ahmad Feri Azhariah Rachman Bambang Jati Kusuma, Bambang Jati Barus, Surya Danta Alberto Budi Setiyanto Cahya Setya Utama Catur Yuda Pujiani Chairul Chairul Darmiyati Darmiyati, Siti Darsono, Teguh Denny Hardiyanto Desi Heltina Desy Armalina Dewantara, Dede Dewi, Wahyu Narulita Djaelani, M Anwar Djati Mardiatno Djati, Astrid Laksmita Djuniadi Djuniadi Dumingan, Alvian Dunggio, Maryam Dwi Hartanti, Monica Dwi Joko Suroso Dwi Wahyu Arifudiin Najib Dyah Tasya Edi Nurhidin Eko Haryono Endang Sulistyowati Fabryza, Dhina Fadillatul Nisa Fakih, Zainun Kamaludin Fanani, Ahmad Aziz Faridah Faridah Faridah Faridah Fariq, Aiman Fathi Hidayah, Fathi Fathurika, Kusuma Alya Fauzi, Adnan Fauzul Muna Fernando, Rio Agustian Gilang Fitriana Fitriana Fitriana Fitriana Gautam, Deepak Gozali, Gozali Gunawan, Rida Arwanda Halim, Musa Abdul Haris Supratno Havid Viqri Muhammad Redha, Havid Viqri Muhammad Heri Sutanto Hermin Werdiningsih Herti Prastitasari Heru Hendrayana Hidayat, Khairul Huda, Fathul Huwaidah Husna, Fathiyah I Wayan Mustika Ida Zahrina Idral Amri Idris, Haziq Idwar, Agus Ihsana, Lily Kamalia Indra Purnama Indriyanto, Erwin Irma Damayanti Isnaini, Muhammad Dody Itsnaini, Hafizh Jiang, Zhong Tao Joko Prihartono Judijanto, Loso Jumadi Jumadi Kadhung Prayoga, Kadhung Kahandanie, Ferdy Kambang Sariadji Kamila, Syabina Karmila Achmad Kasiyati Kasiati Kasiyati Kasiyati Khairunnisa, Nurul Fathia Khan, Omar Khasanah, Miftakul Koentjoro Koentjoro Kristanto, Rachellita Elizania Kurniawan Teguh Martono Kusdar, Kusdar Kustopo Budiraharjo Laisa Husraini Langlang Handayani Lestari Lestari Lestari, Fiya Auliya Lienggonegoro, Lisa Andriani Lilik Damayanti, Lilik M. Afif Zamroni M. Ain, Mohammad Isram M. Anggri Setiawan M. Iman Santoso Mahfud Mahfud Mahmuddin Mahmuddin Mariatul Kiptiah Masturi Masturi Maulana, Haydnn Caesha Ma’rifah, Siti Memory Motivanisman Waruwu Miran, Hussein A. Muhammad Anas Ma`arif, Muhammad Anas Muhammad Anwar Djaelani Muhammad Anwar Djaelani Muhammad Ridwan Muhyidin, Muhammad Mulalinda, Stella Mulyantana, Anang Mumtahana, Lusia Mutamima, Anisa N. Istiana, N. N. Nazaruddin Nadhifah, Anisa Nazarudin Nelly Puspandari Noverina, Rachmawati Novi Wahyu, Winastuti Nur Handyka, Muhammad Ammar nuradi, nuradi Nurfatihayati Nurizka Ayu Setiani Nursabrina, Azra Batrisyia Oktavia, Anik Oktaviani oktaviani P. Dwijananti Padil Padil Panarat Cherntanomwong Panca Setia Utama Pangestu, Iklas Adi Panjaitan, Novaria Sari Dewi Pradieva, Christenta Tirta Pratama, Thomas Oka Pratiwi Dwijananti Purwaningtyas, Yoggi Ramadhani Purwodirekso, Muhajir Putranto, Christophorus Arga Putri, Nabila Rakha Putri, Ratih Rinendya Putri, Rofiatul Adawiyah Rachmadya Nur Hidayah Rachmawan Budiarto Rahayu, Enik Rahmah, Sinta Aulia Rahman Yasin, Rahman Rahman, Amni Zakarsyi Rahman, M. Mahbubur Rahmania, Mar'atush Shalehah Rahmat Wicakso, Doni Ratih Rinendyaputri Reni Yenti, Silvia Retno Khimantoro Reynato Wijaya Saputra Risanuri Hidayat Rivetra, Amelia Hayu Riyadi, Adhitya Yoga Pradana Rizki Agustina Rizki, Femas Arianda Rohmad Rohmad, Rohmad Rohman, Jihadul Hanif Fadlur Rony Wijanarko Rony Wijaya Rudy Juandi Goeltoem Rusadi, Alya Fakhirah Sagena, Unggul Salsabila, Alifa Sauda Salsabila, Safira Septiandika Saputra, Aditya Lutfian Saputra, Nanda Sara Wibawaning Respati, Sara Wibawaning Sari Dewi Panjaitan, Novaria Sari, Diah Arizki Wati Sarma, Deki Satriyo Adhy SELA SEPTIMA MARIYA Selfia, Sindy Setyaji, Yekti Silelety, Angel Silvia Reni Yenti Singgih Hawibowo Sintawati, Dwi Siringo Ringo, Lumayan Sirojudin Sirojudin Siti Muflichatun Mardiati Siti Muflichatun Mardiati Siti Nurkholifah, Siti Slamet Haryono Solikhin Solikhin Sri Isdadiyanto Sri Mulyani Sri Mulyo Bondan Respati Sri Pujiyanto Subandiyah, Heny Sudarmadji Sudarmadji Suhendri Suhendri Sujay Kanthal Sukirman Sukirman Suparmi Suparmi Supratno, Haris Suriyani Tan, Suriyani Susanty, Sri Susilaningsih , Neni Sutaryani, Apit Suyanto, Jipri Syadzali, Akhmad SYAIFUL BAHRI Syarif Hidayat Tatag Yufitra Rus Telaumbanua, Yohanes Tjetjep Darmawan Totok Sulistyo Trisno, Agung Triyono Triyono Umar, Ja'far Usrek Tani Utina Utama, Hieronimus Adiyoga Nareswara Wibawaning , Sara Wibawaning, Sara Wicaksono, Muhammad Tsaqif Widyatna, Nicolaus Evan Wisrayetti, Wisrayetti Wulandari, Revika Yelmida Azis Yogi Prihandoko Yohannes Sardjono Yudi Hartono, Yudi Yuli Widyaningsih Yulia Sri Ulpah Yuni Rukminiati Yusuf, Bintang Akbar Zulfa, Laili Fitria Zultiniar, Zultiniar