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DESIGN OF STUDENT SUCCESS PREDICTION APPLICATION IN ONLINE LEARNING USING FUZZY-KNN Kharis, Selly Anastassia Amellia; Hertono, Gatot Fatwanto; Wahyuningrum, Endang; Yumiati, Yumiati; Irawan, Sam Rizky; Danial, T Ahmad; Saputra, Dimas Septian
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 17 No 2 (2023): BAREKENG: Journal of Mathematics and Its Applications
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30598/barekengvol17iss2pp0969-0978

Abstract

Effective evaluation of student performance is crucial. Hence, many kinds of techniques are used such as statistics, physical examination and currently data mining techniques to evaluate student performance. Data mining techniques as known as Educational Data Mining (EDM) collect, process, report and used to find the unseen patterns in the student dataset. EDM uses machine learning techniques to dig out useful data from multiple levels of meaningful hierarchy. Various data from intelligent computer tutors, classic computer based educational systems, online classes, academic data in educational institution, and standar assesment can be process for EDM. This led universities include open and distance learning (ODL) to collect large volume of student and learning data in their learning management systems (LMS). Students in ODL are relatively familiar with LMS and many learning activities such as number of accessing materials, student participation in discussion forum recorded in LMS. The processes of using EDM to improve the quality of educational policy maker with data-based models have become a challange that institutions of higher education face today. Therefore, this study aims to design applications that predict student performance in online learning using machine learning techniques based on EDM. The machine learning technique used in this research is Fuzzy-KNN. Testing using Fuzzy-KNN produces an accuracy of 92.5%.
The Effectiveness of Problem-Based Learning Model on Students' Learning Independence and Mathematical Creative Thinking Abilities Aziza Khairu Rokhis; Maximus Gorky Sembiring; Endang Wahyuningrum
Bulletin of Science Education Vol. 5 No. 2 (2025): Bulletin of Science Education
Publisher : CV. Creative Tugu Pena

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51278/bse.v5i2.1807

Abstract

This study investigates the effectiveness of the Problem-Based Learning (PBL) model in fostering students’ learning independence and mathematical creative thinking skills. The research was conducted with seventh-grade students at SMP Negeri 2 Mesuji, Lampung, during the odd semester of the 2024/2025 academic year. The population comprised 216 students across seven classes, from which two classes were selected using cluster random sampling. A pretest–posttest control group design was employed. Data were collected through essay tests on the topic of social arithmetic and questionnaires assessing students’ learning independence. The data were analyzed using t-tests, N-Gain analysis, and one-proportion z-tests. The results indicate that the PBL model was more effective than conventional learning in enhancing both mathematical creative thinking and learning independence. The experimental group achieved a significantly higher average N-Gain score than the control group. Furthermore, over 60% of students in the experimental class attained a “good” category in learning independence after the intervention. Improvements in creative thinking indicators—fluency, flexibility, originality, and elaboration—were also more pronounced in the PBL group. These findings demonstrate that Problem-Based Learning not only improves students’ cognitive abilities but also cultivates essential learning dispositions such as independence and creativity. This research provides empirical support for the integration of student-centered learning models in mathematics education to promote higher-order thinking skills.
DISCO GAME BERBANTUAN CONGKLAK TERHADAP PENINGKATAN KERJA SAMA DAN PEMAHAMAN PEMBAGIAN SISWA KELAS II SD DI DESA KEMANTRAN Rosyidi, Ali; Mastur, Zaenuri; Wahyuningrum, Endang
Didaktis: Jurnal Pendidikan dan Ilmu Pengetahuan Vol 23 No 2 (2023)
Publisher : Universitas Muhammadiyah Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30651/didaktis.v23i2.18838

Abstract

Tujuan penelitaian ini adalah 1) menganalisis keefektifan model pembelajaran disco game berbantuan congklak terhadap peningkatan pemahaman konsep pembagian siswa; dan 2) menganalisis penerapan model pembelajaran disco game berbantuan congklak terhadap peningkatan  pemahaman konsep pembagian  ditinjau dari  kerja sama siswa. Teknik pengambilan sample dengan cluster random sampling. Jenis penelitian ini adalah quasi eksperiment. Penelitian ini dilakukan pada peserta didik kelas II tahun pelajaran 2022/2023 dengan jumlah 25 siswa di kelas eksperimen dan 28 siswa di kelas kontrol. Kelas eksperimen menerapkan disco game berbantuan media congklak dan kelas kontrol menerapkan strategi pembelajaran ekspositori. Instrumen yang digunakan dalam penelitian adalah lembar observasi, dan tes. Pengambilan data dilakukan dengan cara pengamatan, tes dan dokumentasi. Analisis data dengan deskriptif kuantitatif.Hasil penelitian menunjukkan hasil untuk one sample t test, independent sample t – test, dan paired t test mendapatkan nilai p value masing-masing  0.000, 0,001, dan 0,000. Dengan demikian disco game berbantuan media congklak lebih efektif dalam meningkatkan kerja sama dan pemahaman pembagian daripada strategi pembelajaran ekspositori.Kata kunci : disco game, media congklak, pembagian. ABSTRACTThe purposes of this study were 1) to analyze the effectiveness of the congklak-assisted disco game learning model towards increasing students' understanding of the concept of division; and 2) analyzing the application of the congklak-assisted disco game learning model to increase understanding of the concept of division in terms of student cooperation. Sampling technique used cluster random sampling. This type of research is a quasi-experimental (quasi-experimental). This research was conducted on class II students for the 2022/2023 academic year with a total of 25 students in the experimental class and 28 students in the control class. The experimental class applies the disco game with the help of congklak media and the control class applies the expository method. The instruments used in the study were observation sheets and tests. Data collection was carried out by means of observation, tests and documentation. Data analysis used quantitative descriptive. The results showed that the results for the one sample t-test, independent sample t–test, and paired t-test obtained p values of 0.000, 0.001 and 0.000 respectively. Thus the disco game assisted by congklak media is more effective in increasing cooperation and understanding of division than the expository method.Keywords: disco game, congklak media, division
Efektivitas model problem based learning terhadap literasi matematis melalui pendekatan berdiferensiasi Ali, Sahri; Mujib, Abdul; Wahyuningrum, Endang
PYTHAGORAS : Jurnal Program Studi Pendidikan Matematika Vol 14, No 2 (2025): PYTHAGORAS: Jurnal Program Studi Pendidikan Matematika
Publisher : UNIVERSITAS RIAU KEPULAUAN, BATAM, INDONESIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33373/pyth.v14i2.7557

Abstract

Literasi matematis merupakan kompetensi kunci abad 21 yang diperlukan untuk menyelesaikan masalah kontekstual secara logis dan efesien. Rendahnya tingakt literasi matematis siswa di Indonesia menunjukkan perlunya inovasi dalam strategi pembelajaran. Penelitian ini untuk menganalisis efektivitas model problem based learning melalui pendekatan diferensiasi dalam meningkatkan literasi matematis siswa. Riset ini tergolong penelitian quasi eksperimen dengan non-equivqlent control group design. Penelitian ini, menerapkan pretest dan posttest untuk kelompok eksperimen pada kelas VIII-C dan kelompok kontrol pada kelas VIII-F di SMP Negeri 29 Batam. Sampel pada masing-masing kelas berjumlah 44 siswa yang diambil dengan teknik purposive sampling. Instrumen tes digunakan untuk teknik pengumpulan data dengan teknik analisis menggunakan uji Paired Samples T-test dan uji Independent sample t-test. Hasil perhitungan memperoleh nilai signifikansi 0,00
Pendampingan Pemahaman Konsep Implementasi Kurikulum Merdeka Susandi, Ardi Dwi; Wahyuningrum, Endang; Sudirman, Sudirman; Yumiati, Yumiati; Jusniani, Nia; Rohmah, Fatkur
Jurnal SOLMA Vol. 13 No. 2 (2024)
Publisher : Universitas Muhammadiyah Prof. DR. Hamka (UHAMKA Press)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22236/solma.v13i2.15424

Abstract

Implementasi kurikulum Merdeka harus sudah dilaksanakan bagi seluruh sekolah di Indonesia di tahun 2024. Oleh sebab itu, sekolah harus sudah siap dalam mengimplementasikan kurikulum Merdeka. Namun pada kenyataanya SDN Pondok Cabe Ilir 2 belum menerapkan kurikulum Merdeka. Pemahaman guru merupakan salah satu faktor penentu keberhasilan implementasi kurikulum Merdeka sehingga pelaksanaan kurikulum Merdeka dapat berjalan dengan baik. Oleh sebab itu, maka tujuan dari kegiatan Pengabdian kepada Masyarakat (PkM) ini adalah untuk membantu guru di sekolah SDN Pondok Cabe Ilir 2 dalam menyusun perangkat pembelajaran yang terdapat dalam kurikulum Merdeka mulai dari menyusun kurikulum operasional satuan pendidikan (KOSP) sampai pada menyusun asesmen pembelajaran di kelas. Adapun Metode yang digunakan untuk menyelesaikan permasalahan di SDN Pondok Cabe Ilir 2 adalah dengan melakukan pendampingan melalui workshop implementasi kurikulum Merdeka kepada guru sehingga pemahaman guru dalam konsep implementasi kurikulum Merdeka menjadi lebih baik. Peserta pada kegiatan PkM ini terdiri dari 19 guru dan 1 kepala sekolah di SDN Pondok Cabe Ilir 2. Berdasarkan hasil evaluasi yang diberikan kepada guru setelah selesai mengikuti pendampingan pemahaman konsep implementasi kurikulum Merdeka dapat disimpulkan bahwa pemahaman guru tentang konsep kurikulum Merdeka sudah cukup baik. 90% guru dapat menjawab soal evaluasi dengan benar sehingga guru tersebut paham tentang konsep kurikulum Merdeka. Penyelengaraan kegiatan PKM juga sudah dikatakan baik karena 90% peserta kegiatan merasa puas dengan adanya kegiatan PKM ini
Pelatihan dan Pendampingan Strategi Pembelajaran Literasi Numerasi Bagi Guru Sekolah Dasar untuk Menghadapi Tantangan Kurikulum Merdeka Susandi, Ardi; Sudirman, Sudirman; Wahyuningrum, Endang; Jusniani, Nia; Yumiati, Yumiati; Mustikaningsih, Dian
Jurnal Pengabdian Kepada Masyarakat Patikala Vol. 5 No. 2 (2025): Jurnal PkM PATIKALA
Publisher : Pusat Pengembangan Pendidikan dan Bakat Indonesia/Education and Talent Development Center of Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51574/patikala.v5i2.3777

Abstract

The low achievement of numeracy literacy among Indonesian students, as reflected in the results of the National Assessment and the Programme for International Student Assessment (PISA), presents a serious challenge in improving the quality of basic education. This condition demands the strengthening of teacher competencies so that they are able to design numeracy literacy learning that is more meaningful, contextual, and relevant to students' needs. The Independent Curriculum places numeracy mastery as one of the key competencies that teachers must have to support student learning outcomes. In response to this need, the Community Service Program (PKM) was designed with three main objectives, namely: (1) deepening teachers' understanding of the concept of numeracy literacy and its relevance in the Independent Curriculum; (2) developing teachers' skills in designing and implementing innovative numeracy literacy learning strategies; and (3) improving teachers' ability to utilize technology, such as learning applications and digital resources to support the learning process. Activities are carried out through training methods, intensive mentoring, and direct classroom practice involving 20 teachers of SDN Pondok Cabe Udik 01 as active participants. During the process, participants received conceptual materials, guidance on developing teaching materials, and supervision of their implementation in the field. The results of the activity showed significant improvements in understanding the concept of numeracy literacy, creativity in learning strategies, and skills in utilizing educational technology. In conclusion, this PKM program effectively improves teacher competency in numeracy literacy and has the potential to become a training model that can be replicated in various educational institutions..
ANALISIS KEMAMPUAN BERPIKIR KRITIS MATEMATIS DITINJAU DARI KEMANDIRIAN BELAJAR PADA PEMBELAJARAN DISCOVERY LEARNING BERBANTUAN E-MODUL Istiqomah; Kartono; Endang Wahyuningrum
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 10 No. 04 (2025): Volume 10 No. 04 Desember 2025 Terbit
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v10i04.31494

Abstract

This study aims to analize the effectiveness of the e-module assisted discovery learning model on critical thinking skills and to describe students' critical thinking skills in terms of learning independence. The research design used was a mixed method design with an exploratory sequential design. The subjects were fifth-grade elementary school students in Paninggaran, Pekalongan. Data collection was carried out through interviews, observations, questionnaires, and documentation to obtain comprehensive information. Based on the results of the research data analysis, it was concluded that learning with the e-module-assisted discovery learning model was proven effective, there was an increase in students' critical thinking skills and independence after participating in the e-module-assisted discovery learning, and there was a relationship between the level of critical thinking skills and student independence. In addition, students with high ability categories were able to demonstrate optimal performance in all critical thinking indicators because they had mature learning independence. Students in the medium category show developing abilities, but still require teacher guidance, students in the low category face significant obstacles in every aspect of critical thinking and low learning independence. Suggestions based on the results of this study are that teachers need to provide intensive guidance, directed feedback, and reflective thinking exercises consistently to students with medium and low critical thinking abilities, to help them develop critical thinking abilities and learning independence. Schools need to design habituation programs that encourage the growth of critical thinking abilities and student learning independence, through reflective activities, group discussions, and modeling critical thinking strategies.
Pengaruh Problem Based Learning terhadap Kemampuan Penalaran Matematik dan Korelasinya dengan Kemampuan Awal Siswa SMP Ardiansyah; Wahyuningrum, Endang
Mosharafa: Jurnal Pendidikan Matematika Vol. 11 No. 3 (2022): September
Publisher : Department of Mathematics Education Program IPI Garut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31980/mosharafa.v11i3.739

Abstract

Penelitian ini bertujuan untuk mengetahui pengaruh problem-based learning terhadap kemampuan penalaran matematik, dan korelasi kemampuan penalaran matematik dengan kemampuan awal siswa SMP. Populasi dalam penelitian ini adalah seluruh siswa SMP Negeri 1 Tanjung Palas Tengah, sampelnya diambil dua kelas secara random dari seluruh kelas VIII. Metode yang digunakan yaitu metode eksperimen, dimana instrumennya terdiri dari pretest dan postest. Hasil penelitian menunjukkan bahwa pada data pretest tidak menunjukkan adanya perbedaan kemampuan penalaran matematika antara kelompok kontrol dan kelompok eksperimen. Hasil uji t pada data postest menunjukkan perbedaan kemampuan penalaran matematika antara kelompok eksperimen dan kelompok kontrol pada taraf signifikansi 5%. Pada uji korelasi Widespread Biserial menunjukkan adanya korelasi. Disimpulkan bahwa terdapat pengaruh problem-based learning terhadap peningkatan kemampuan penalaran matematik siswa dan kemampuan awal siswa tidak membedakan peningkatan kemampuan penalaran matematika siswa dan korelasinya. This study aims to determine the effect of problem-based learning on mathematical reasoning abilities, and the correlation of mathematical reasoning abilities with the initial abilities of junior high school students. The population in this study were all students of SMP Negeri 1 Tanjung Palas Tengah, the samples were taken randomly from two classes of class VIII. The method used is the experimental method, where the instrument consists of a pretest and posttest. The results showed that the pretest data did not show any difference in mathematical reasoning ability between the control group and the experimental group. The results of the t-test on posttest data showed differences in mathematical reasoning abilities between the experimental group and the control group at a significance level of 5%. The Biserial Widespread correlation test shows a correlation. It was concluded that there was an effect of problem-based learning on increasing students' mathematical reasoning abilities and students' initial abilities did not distinguish between increasing students' mathematical reasoning abilities and their correlations.
PENGARUH PENGGUNAAN MEDIA MANIPULATIF PADA PEMBELAJARAN MATEMATIKA DAN KEPERCAYAAN DIRI TERHADAP HASIL BELAJAR SISWA KELAS III SEKOLAH DASAR Murni, Fitri; Marjo, Happy Karlina; Wahyuningrum, Endang
ELSE (Elementary School Education Journal) : Jurnal Pendidikan dan Pembelajaran Sekolah Dasar Vol 6 No 2 (2022): AGUSTUS
Publisher : UNIVERSITAS MUHAMMADIYAH SURABAYA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30651/else.v6i2.13434

Abstract

Fitri Murni, Happy Karlina Marjo,  Endang WahyuningrumProgram Pasca Sarjana Magister Pendidikan Dasar Universitas Terbuka Jakartafitrimurni5@gmail.com, ut.happykarlina@gmail.com, endangw@ecampus.ut.ac.idABSTRAKPenelitian ini bertujuan untuk mengetahui: 1) pengaruh penggunaan media manipulatif terhadap hasil belajar Matematiika, 2) pengaruh kepercayaan diri terhadap hasil belajar Matematika, 3) pengaruh interaksi antara penggunaan media manipulatif pada pembelajaran Matematika dan kepercayan diri terhadap hasil belajar siswa kelas III SDN Kebon Jeruk 11 Pagi Jakarta Barat. Populasi  penelitian adalah siswa kelas III SDN Kebon Jeruk 11 Pagi Jakarta Barat. Pengambilan sampel penelitian dilakukan sampel tujuan dengan jumlah sampel adalah 32 siswa kelas III A  sebagai kelas kontrol dan 32 siswa kelas III B sebagai kelas eksperimen. Instrumen yang digunakan berupa tes, angket dan lembar observasi. Penelitian dilakukan selama dua bulan pada November dan Desember 2019. Jenis penelitian yang digunakan adalah pendekatan kuantitatif dengan menggunakan metode eksperimen dengan desain faktorial 2x2. Variabel pada penelitian ini adalah penggunaan media manipulatif sebagai variabel bebas, kepercayaan diri sebagai variabel moderator dan hasil belajar Matematika sebagai variabel terikat. Analisis data menggunakan uji-F dan uji-t dengan ANOVA dua jalur.  Hasil Penelitian memperlihatkan bahwa 1) terdapat pengaruh penggunaan media manipulatif terhadap hasil belajar Matematika. 2) terdapat pengaruh kepercayaan diri terhadap hasil belajar Matematika. 3) terdapat pengaruh interaksi penggunaan media manipulatif pada pembelajaran Matematika dan kepercayaan diri terhadap hasil belajar siswa kelas III SDN Kebon Jeruk 11 Pagi Jakarta Barat Kata Kunci : media manipulatif, kepercayaan diri, matematika ABSTRACTThis study aims to determine: 1) the effect of using manipulative media on mathematics learning outcomes, 2) the effect of self-confidence on mathematics learning outcomes, 3) the interaction effect between the use of manipulative media on mathematics learning and self-confidence on the learning outcomes of third grade students at SDN Kebon Jeruk 11 am West Jakarta. The population of the study was the third grade students of SDN Kebon Jeruk 11 Pagi, West Jakarta. The sampling of the research was carried out by the objective sample with the number of samples being 32 students of class III A as the control class and 32 students of class III B as the experimental class. The instruments used in the form of tests, questionnaires and observation sheets. The research was conducted for two months in November and December 2019. The type of research used is a quantitative approach using an experimental method with a 2x2 factorial design. The variables in this study were the use of manipulative media as an independent variable, self-confidence as a moderator variable and mathematics learning outcomes as the dependent variable. Data analysis used F-test and t-test with two-way ANOVA. The results of the study show that 1) there is an effect of using manipulative media on mathematics learning outcomes. 2) there is an effect of self-confidence on mathematics learning outcomes. 3) there is an interaction effect of using manipulative media on mathematics learning and self-confidence on the learning outcomes of third grade students at SDN Kebon Jeruk 11 Pagi West Jakarta  Keywords: manipulative media, self-confidence, mathematics
PENGARUH MEDIA PEMBELAJARAN BERBASIS INKUIRI TERBIMBING TERHADAP KEMAMPUAN BERPIKIR KRITIS DAN KEMAMPUAN BERPIKIR KREATIF MATEMATIS SISWA KELAS IV SD NEGERI KECAMATAN SEI KEPAYANG BARAT ., Zulkifli; Darmana, Ayi; Wahyuningrum, Endang
Jurnal Teknologi Pendidikan (JTP) Vol. 17 No. 1 (2024): April - Jurnal Teknologi Pendidikan
Publisher : Universitas Negeri Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24114/jtp.v17i1.57397

Abstract

Abstract: This research aims to analyze the influence of the guided inquiry learning model on students' mathematical critical and creative thinking abilities. This research problem focuses on the effect of applying the guided inquiry model on the mathematical critical and creative thinking abilities of fourth grade elementary school students compared to applying the direct learning model. The research was conducted on fourth grade students at SD Negeri 010015 Sei Serindan, Kecamatan Sei Kepayang Barat, with a research sample of 2 classes determined using the cluster random sampling technique. The research instrument tests students' critical thinking and creative mathematical thinking skills in the form of essays. The research data were analyzed using the one-way MANOVA technique. The results of the research show that: (1) there is an influence of the guided inquiry learning model on students' mathematical critical thinking abilities; (2) there is an influence of the guided inquiry learning model on students' mathematical creative thinking abilities; and (3) there is an influence of the guided inquiry learning model simultaneously on students' critical thinking and creative mathematical thinking abilities. Keywords: Guided Inquiry, Critical Thinking, Creative Thinking, Mathematics. Abstrak: Penelitian ini bertujuan untuk menganalisis pengaruh media pembelajaran berbasis inkuiri terbimbing terhadap kemampuan berpikir kritis dan kreatif matematis siswa. Masalah penelitin ini difokuskan pada pengaruh penerapan media berbasis inkuiri terbimbing terhadap kemampuan berpikir kritis dan kreatif matematis siswa dibandingkan dengan penerapan model pembelajaran langsung. Penelitian dilakukan pada siswa kelas IV SD Negeri 010015 Sei Serindan, dengan sampel penelitian sebanyak 2 kelas yang ditentukan dengan teknik cluster random sampling. Intrumen penelitian tes kemampuan berpikir kritis dan berpikir kreatif matematis siswa dalam bentuk uraian (essai). Data hasil penelitian dianalisis dengan menggunakan teknik MANOVA satu jalur. Hasil penelitian disimpulkan bahwa: (1) terdapat pengaruh media pembelajaran berbasis inkuiri terbimbing terhadap kemampuan berpikir kritis matematis siswa; (2) terdapat pengaruh media pembelajaran berbasis inkuiri terbimbing terhadap kemampuan berpikir kreatif matematis siswa; dan (3) terdapat pengaruh media pembelajaran berbasis inkuiri terbimbing secara simultan terhadap kemampuan berpikir kritis dan berpikir kreatif matematis siswa. Kata Kunci: Media, Inkuiri Terbimbing, Berpikir Kritis, Berpikir Kreatif, Matematika
Co-Authors Abdul Mujib Alfiah Dian Pratiwi Ali Mahmudi Ali Rosyidi Ali, Sahri Antonius Situmorang Ardi Dwi Susandi Ardiansyah Ardiansyah Ardiansyah Ari Yunita Ningsih Ayi Darmana Ayi Darmana, Ayi Aziza Khairu Rokhis Bahrul Ilmi Bahrul Ilmi Bonyah, Ebenezer Budi Pratikno Budi Pratikno, Budi Camilo Andrés Rodríguez-Nieto Cecep Anwar Hadi Firdos Santosa D. Dafik Danial, T Ahmad Dede Sulaeman, Dede Dewi Fatimah Didi Suhendi Disti Pratiwi Dwi Utami Edi Harapan Efendi Napitupulu Erni Erni Fanni Zulaiha Haji, H Saleh Happy Karlina Marjo Hertono, Gatot Fatwanto Hidayati, Sapti Nur Hobri I Made Sulandra Irawan, Sam Rizky Istiqomah Jackson Pasini Mairing Jamaris Jamaris Japar Japar Japar, Japar Jusniani, Nia Kartika Chrysti Suryandari Kartono Kartono , Maman Rumanta Mardiawati Maximus Gorky Sembiring Moh. Fikri Bungel MUCHSINAN, KUN Muhammad Fakhri Azhari Murni, Fitri Mursyidah, Indah Lutfiatul mustikaningsih, Dian Ningsih, Ari Yunita Novi Paryanti Novianti, Idha Pradestya, Rakha Pratiwi, Alfiah Dian Pratiwi, Disti Rahayu, Fitriya Dwi Ratih Sugiyanti Retno Winarni Retno Winarni Retno Winarni Ridlo, Zainur Rasyid Riska Septian Rita Dewi Rodríguez-Nieto, Camilo Andrés Rohmah, Fatkur Rosyidi, Ali Safiati, Okti Anis Sandra Sukmaning Adji Saputra, Dimas Septian Sari Muliawanti Sari, Vini Kartika Selly Anastassia Amellia Kharis Setiyo, Setiyo Siti Aisyah Siti Julaeha Siti Munawaroh Sucipto Sucipto Sudirman Sudirman Sudirman Sukestiyarno, YL. Sukmaningadji, Sandra Sulastri Sulastri Sulastri Sulastri Susandi, Ardi Susilowati, Erlina Tasrip Rudiono Tri Dyah Prastiti Wijayanti, Nina Yaya S. Kusumah YL. Sukestiyarno Yuli Kurniyawati Yumiati Zaenuri Mastur Zaenuri Mastur Zulkifli .