Article Per Year (5 Year)
p-Index From 2020 - 2025
26.41
P-Index
This Author published in this journals
All Journal International Journal of Electrical and Computer Engineering International Journal of Evaluation and Research in Education (IJERE) Jurnal Pendidikan Vokasi Jurnal Ekonomi dan Pendidikan Cakrawala Pendidikan Jurnal Kependidikan: Penelitian Inovasi Pembelajaran JPMS (Jurnal Pendidikan Matematika dan Sains) Jurnal Penelitian dan Evaluasi Pendidikan JOURNAL OF EDUCATION INFORMASI DIKSI INOTEKS : Jurnal Inovasi Ilmu Pengetahuan, Teknologi, dan Seni Pythagoras: Jurnal Matematika dan Pendidikan Matematika RADIASI: Jurnal Berkala Pendidikan Fisika Statistika Jurnal Pendidikan Matematika dan IPA Indonesian Journal of Applied Linguistics (IJAL) Jurnal Pendidikan Indonesia CAUCHY: Jurnal Matematika Murni dan Aplikasi Journal of Education and Learning (EduLearn) Journal on Mathematics Education (JME) Journal on Mathematics Education (JME) Tadris: Jurnal keguruan dan Ilmu Tarbiyah JURNAL EVALUASI PENDIDIKAN Jurnal Riset Pendidikan Matematika Jurnal Akuntabilitas Manajemen Pendidikan Jurnal Prima Edukasia AKSIOMA: Jurnal Program Studi Pendidikan Matematika Journal of Educational Science and Technology JINOP (Jurnal Inovasi Pembelajaran) Jurnal Inovasi Pendidikan IPA Jurnal Varidika JIPM (Jurnal Ilmiah Pendidikan Matematika) AlphaMath: Journal of Mathematics Education Jurnal Elemen Jurnal Pengukuran Psikologi dan Pendidikan Indonesia (JP3I) Al Ibtida: Jurnal Pendidikan Guru MI Eduma : Mathematics Education Learning and Teaching Bhineka Tunggal Ika: Kajian Teori dan Praktik Pendidikan PKN Al-Jabar : Jurnal Pendidikan Matematika NUMERICAL (Jurnal Matematika dan Pendidikan Matematika) JURNAL IQRA´ AL ISHLAH Jurnal Pendidikan Jurnal Obsesi: Jurnal Pendidikan Anak Usia Dini REiD (Research and Evaluation in Education) Taman Cendekia : Jurnal Pendidikan Ke-SD-an Jurnal Penelitian Pendidikan IPA (JPPIPA) Jurnal Analisa JMPM: Jurnal Matematika dan Pendidikan Matematika Jurnal Pendidikan Fisika BAREKENG: Jurnal Ilmu Matematika dan Terapan Tunjuk Ajar: Jurnal Penelitian Ilmu Pendidikan JTAM (Jurnal Teori dan Aplikasi Matematika) ORBITA: Jurnal Pendidikan dan Ilmu Fisika COUNS-EDU: The International Journal of Counseling and Education THABIEA (JOURNAL OF NATURAL SCIENCE TEACHING) International Journal on Emerging Mathematics Education Diglosia: Jurnal Kajian Bahasa, Sastra, dan Pengajarannya JURNAL TARBIYAH Beta: Jurnal Tadris Matematika Buana Matematika : Jurnal Ilmiah Matematika dan Pendidikan Matematika Journal of Educational Research and Evaluation Jurnal Ilmiah Sekolah Dasar Jurnal Ilmiah Pendidikan Profesi Guru Cakrawala : Jurnal Kajian Manajemen Pendidikan Islam dan Studi Sosial Islamic Guidance and Counseling Journal JURNAL MATHEMATIC PAEDAGOGIC Jurnal Pendidikan Indonesian Journal on Learning and Advanced Education (IJOLAE) Psychology, Evaluation, and Technology in Educational Research Al-Ta'lim Golden Age: Jurnal Ilmiah Tumbuh Kembang Anak Usia Dini Wiyata Dharma: Jurnal Penelitian dan Evaluasi Pendidikan International Journal for Educational and Vocational Studies Musamus Journal of Primary Education KARST : Jurnal Pendidikan Fisika dan Terapannya CERMIN: Jurnal Penelitian JLA (Jurnal Lingua Applicata) Physics Education Research Journal JPP (Jurnal Pendidikan dan Pembelajaran) Indonesian Journal of Electrical Engineering and Computer Science IJECA (International Journal of Education and Curriculum Application) Indonesian Journal of Islamic Education Studies (IJIES) PROGRES PENDIDIKAN Indonesian Journal of Educational Assesment Range : Jurnal Pendidikan Matematika Jurnal Sains dan Edukasi Sains Journal of Innovation in Educational and Cultural Research Didaktika: Jurnal Kependidikan Jurnal Kependidikan: Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran dan Pembelajaran Mosharafa: Jurnal Pendidikan Matematika International Journal of Robotics and Control Systems International journal of education and learning Measurement In Educational Research Prisma Sains: Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram Cendekia: Jurnal Kependidikan dan Kemasyarakatan Edumatica: Jurnal Pendidikan Matematika JURNAL PENELITIAN BIDANG PENDIDIKAN Jurnal Inovasi Pembelajaran Matematika: PowerMathEdu (PME) Jurnal Ilmiah Ilmu Terapan Universitas Jambi Studies in English Language and Education Madani: Multidisciplinary Scientific Journal Jurnal Tatsqif JNPM (Jurnal Nasional Pendidikan Matematika) Tematik: Jurnal Konten Pendidikan Matematika Jurnal Statistika dan Sains Data Jurnal Pedagogi Matematika Attadrib: Jurnal Pendidikan Guru Madrasah Ibtidaiyah Indonesian Journal of Islamic Education Studies (IJIES) Advance Sustainable Science, Engineering and Technology (ASSET) Jurnal Pendidikan MIPA Jurnal Pendidikan Progresif Journal on Mathematics Education Dinamika Pendidikan
Heri Retnawati
Universitas Negeri Yogyakarta
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Physics Public Health Social Sciences Transportation Other

Published : 270 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 7 Documents
Search
Journal : Jurnal Penelitian dan Evaluasi Pendidikan

 1 
PERBANDINGAN ESTIMASI KEMAMPUAN LATEN ANTARA METODE MAKSIMUM LIKELIHOOD DAN METODE BAYES Retnawati, Heri
Jurnal Penelitian dan Evaluasi Pendidikan Vol. 19 No. 2 (2015)
Publisher : Graduate School, Universitas Negeri Yogyakarta in cooperation with Himpunan Evaluasi Pendidikan Indonesia (HEPI) Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21831/pep.v19i2.5575

Abstract

Studi ini bertujuan untuk membandingkan ketepatan estimasi kemampuan laten (latent trait) pada model logistik dengan metode maksimum likelihood (ML) gabungan dan bayes. Studi ini menggunakan metode simulasi Monte Carlo, dengan model data ujian nasional matematika SMP. Variabel simulasi adalah panjang tes dan banyaknya peserta.  Data dibangkitkan dengan menggunakan SAS/IML dengan replikasi 40 kali, dan tiap data diestimasi dengan ML dan Bayes. Hasil estimasi kemudian dibandingkan dengan kemampuan yang sebenarnya, dengan menghitung mean square of error (MSE) dan korelasi antara kemampuan laten yang sebenarnya dan hasil estimasi. Metode yang memiliki MSE lebih kecil dikatakan sebagai metode estimasi yang lebih baik. Hasil studi menunjukkan bahwa pada estimasi kemampuan laten dengan 15, 20, 25, dan 30 butir dengan 500 dan 1.000 peserta, hasil MSE belum stabil, namun ketika peserta menjadi 1.500 orang, diperoleh akurasi estimasi kemampuan yang hampir sama baik estimasi antara metode ML dan metode Bayes. Pada estimasi dengan 15 dan 20 butir dan peserta 500, 1.000, dan 1.500, hasil MSE belum stabil, dan ketika estimasi melibatkan 25 dan 30 butir, baik dengan peserta 500, 1.000, maupun 1.500 akan diperoleh hasil yang lebih akurat dengan metode ML.Kata kunci: estimasi kemampuan, metode maksimum likelihood, metode Bayes  THE COMPARISON OF ESTIMATION OF LATENT TRAITS USING MAXIMUM LIKELIHOOD AND BAYES METHODSAbstractThis study aimed to compare the accuracy of the estimation of latent ability (latent trait) in the logistic model using maximum likelihood (ML) and Bayes methods. This study uses a quantitative approach that is the Monte Carlo simulation method using students responses to national examination as data model, and variables are the length of the test and the number of participants. The data were generated using SAS/IML with replication 40 times, and each datum is then estimated by ML and Bayes. The estimation results are then compared with the true abilities, by calculating the mean square of error (MSE) and correlation between the true ability and the results of estimation. The smaller MSE estimation method is said to be better. The study shows that on the estimates with 15, 20, 25, and 30 items with 500 and 1,000 participants, the results have not been stable, but when participants were upto 1,500 people, it was obtained accuracy estimation capabilities similar to the ML and Bayesian methods, and with 15 items and participants of 500, 1,000, and 1,500, the result has not been stable, while using 20 items, the results have not been stable, and when estimates involve 25 and 30 items, either by participants 500, 1,000, and 1,500 it will obtain more accurate results with ML method.Keywords: estimation ability, maximum likelihood method, bayes method
Characteristics of Math national-standardized school exam test items in junior high school: What must be considered? Argianti, Atin; Retnawati, Heri
Jurnal Penelitian dan Evaluasi Pendidikan Vol 24, No 2 (2020)
Publisher : Graduate School, Universitas Negeri Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21831/pep.v24i2.32547

Abstract

This research aims to determine the characteristics of items for the Math National Standardized School Exam (NSSE) in Junior High School (JHS) in grade 9. This study is descriptive-explorative quantitative research. The samples chosen were 293 ninth-grade students’ answers at state JHS of 3 Pati with a package of questions consisting of 30 items. The data collected is an NSSE test instrument and participants’ answers at State JHS of 3 Pati 2018/2019, collected by documentation. Experts validated the NSSE instrument, and the characteristic items of the NSSE instrument were analyzed using the classical test theory approach using Quest program. The question items of the math NSSE test at state JHS of 3 Pati are generally moderately good. Based on the classical theory approach, the result of instrument validity from expert judgment was 0.924, while the validity of items was 17 (56.7%) of items were very valid. The reliability was 0.78 (reliable category). Generally, Math NSSE items are in the easy category with a percentage of 83.3%. The discrimination index results indicate that, in general, the NSSE items are in a moderate category with a percentage of 60% (18 items). The distraction effectiveness shows that NSSE items are in the functional category with a percentage of 50%.
A diagnosis of difficulties in answering questions of circle material on junior high school students Minhajjul Abidin; Heri Retnawati
Jurnal Penelitian dan Evaluasi Pendidikan Vol 23, No 2 (2019)
Publisher : Graduate School, Universitas Negeri Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (275.663 KB) | DOI: 10.21831/pep.v23i2.16454

Abstract

This research is aimed at describing (1) the characteristics of items about a diagnostic test of circle material in mathematics, (2) how significant the percentage of students' types of errors in answering the questions, and (3) the diagnosis of students' difficulties in answering the questions based on DINA model. This research is quantitative descriptive research involving eighth graders of junior high school in East Lombok regency as the population. The sample was chosen by a proportionate random sampling technique, consisting of 105 students for preliminary field testing and 416 students for main field testing. The instrument of this study was a diagnostic test using a four-option multiple-choice format. Data on students' responses were analyzed using the R program with CDM (Cognitive Diagnostic Model) DINA model, which requires underlying attributes for each item. The results show that: (1) the diagnostic test instrument had met the qualitative and quantitative content validity; (2) the percentage of students' answers retrieved from the conceptual error is 18.47%, 9.99% is interpretation error, the procedural error is 7.80%, and counting error is 14.57%; (3) based on the results of the analysis with DINA model, students' error in answering the questions of the circle material in mathematics are dominantly caused by students' lack of mastery on solving problems associated to the circumference of a circle, that is, (A28) the ability to calculate the length of a path, and (A29) the ability to calculate many rounds on wheels.
Keberfungsian Butir Diferensial pada Perangkat Tes Seleksi Masuk SLTP Mata Pelajaran Matematika Heri Retnawati
Jurnal Penelitian dan Evaluasi Pendidikan Vol 5, No 6 (2003)
Publisher : Graduate School, Universitas Negeri Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1459.308 KB) | DOI: 10.21831/pep.v5i6.2057

Abstract

Penelitian ini bertujuan untuk mengetahui: 1) karakteristik pcrangkat tes; 2) besar kesalahan pengukuran; 3) seberapa banyak butir-butir perangkat tes memuat keberfungsian butir diferensial; 4) metode yang paling sensitif dalam pendeteksian keberfungsian butir diferensial; dan 5) keberfungsian tes diferensial pada perangkat tes seleksi masuk SLTP mata pelajaran matematika. Sasaran penelitian ini adalah perangkat tes seleksi masuk SLTPN di Kota Yogyakarta tahun pelajaran 2002/2003. Pada penelitian ini dipilih perangkat tes dan respons peserta seleksi dari 3 sekolah yakni SLTPN X Yogyakarta, SLTPN Y Yogyakarta, dan SLTPN Z Yogyakarta untuk dianalisis. Untuk mendcteksi DIF pcrangkat tes bcrdasarkan kelompok jenis kelamin siswa, digunakan tiga metode yaitu metode Khi-kuadrat dari Lord, metode Perbandingan Kemungkinan dan metode Mantel-Haenszel.Hasil penelitian menunjukkan bahwa berdasarkan tcori tes klasik, perangkat tes seleksi masuk SLTPN X Yogyakarta memiliki indeks reliabilitasnya 0,683, dan indeks validitas prediktifnya 0,415; perangkat tes seleksi masuk SLTPN Y Yogyakarta memiliki indeks reliabilitasnya 0,546, dan indeks validitas prediktifnya 0,5; perangkat tes seleksi masuk SLTPN Z Yogyakarta memiliki indeks rcliabilitas 0,718, dan indeks validitas prediktifnya -0,064. Berdasarkan teori respons butir, perangkat tes seleksi masuk SLTPN X Yogyakarta mempunyai nilai fungsi informasi 2,751; pcrangkat tes seleksi masuk SLTPN Y Yogyakarta memiliki nilai fungsi informasi sebesar 1,755; perangkat tes seleksi masuk SLTPN Z Yogyakarla memiliki nilai informasi sebesar 3,399. Koefisien kesalahan pengukuran yang paling kecil diperoleh jika digunakan pendekatan leori respons butir dan pendekatan ini nampaknya paling tepat untuk mengetahui karakteristik perangkat tes. Metode Mantel-Haenszel merupakan metode yang paling banyak menghasilkan butir yang memuat DIF, namun belum diketahui besarnya kesalahan dalam pendeteksian DIF. Perangkat tes seleksi masuk SLTPN X Yogyakarta mengandung DTF yang tidak seragam (non-uniform DTF), sedangkan perangkat tes seleksi masuk SLTPN Y dan SLTPN Z Yogyakarta memuat DTF seragam (uniform DTF), yang menguntungkan kelompok perempuan pada seluruh parameter kemampuan peserta tes.Kata Kunci: karakteristik, keberfungsian butir diferensial.
MENENTUKAN KRITERIA KETUNTASAN MINIMAL BERBASIS PESERTA DIDIK Mardapi, Djemari; Hadi, Samsul; Retnawati, Heri
Jurnal Penelitian dan Evaluasi Pendidikan Vol. 19 No. 1 (2015)
Publisher : Graduate School, Universitas Negeri Yogyakarta in cooperation with Himpunan Evaluasi Pendidikan Indonesia (HEPI) Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21831/pep.v19i1.4553

Abstract

Penelitian ini bertujuan untuk menentukan kriteria ketuntasan minimal (KKM) yang sering disebut pula dengan standard setting atau cut of score, berbasis peserta peserta didik untuk mata pelajaran matematika SMP di Provinsi DI Yogyakarta antarwaktu. Penelitian ini merupakan studi longitudinal selama 3 tahun yaitu tahun 2010, 2011, dan 2012. Metode pengumpulan data yakni dokumentasi untuk memperoleh data statistik ujian akhir yang akan ditentukan KKM-nya dan Focus Group Discussion(FGD) untuk menentukan kelompok master dan kelompoknonmaster. Analisis data dilakukan secara kuantitatif dengan metode grup kontras. Hasil penelitian menunjukkan bahwa KKM mata pelajaran matematika di Provinsi DI Yogyakarta tahun 2010 sebesar 6,75, tahun 2011 mengalami penurunan sebesar 0,05 menjadi 6,70 dan tahun 2012 naik lagi menjadi 6,90 (untuk skala 0-10).Kata kunci: KKM (standard setting atau cut of score), mata pelajaran matematika SMP______________________________________________________________DETERMINING THE CUT OF SCORE BASED ON THE TEST PARTICIPANTSAbstract This study aims to determine the minimum completeness criteria which  is often called the standard setting or the cut of a score, based on test participants for mathematics lesson in Yogyakarta province. This study is a longitudinal study using data for 3 years ie 2010, 2011, and 2012. The data were collected through documentation to get the statiatics data of national final examination that would be determined its minimum completness creteria and Focus Group Discussion (FGD) to determine master and non master groups. The data were analyzed quantitatively by the method of contrasting group. The results showed that cut of score in mathematics lesson in Yogyakarta province in 2010 was at 6.75, but decreased by 0.05 to 6.7 in 2011 and rose again in 2012 to 6.9 (for a 0-10 scale).Keywords: standard setting or the cut of the score, junior school mathematics lesson
PENDETEKSIAN KEBERFUNGSIAN BUTIR PEMBEDA DENGAN INDEKS VOLUME SEDERHANA BERDASARKAN TEORI RESPONS BUTIR MULTIDIMENSI Retnawati, Heri
Jurnal Penelitian dan Evaluasi Pendidikan Vol. 17 No. 2 (2013)
Publisher : Graduate School, Universitas Negeri Yogyakarta in cooperation with Himpunan Evaluasi Pendidikan Indonesia (HEPI) Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21831/pep.v17i2.1700

Abstract

Studi ini bertujuan untuk mengidentifikasi keberfungsian butir pembeda (DIF) berdasarkan teori respons butir dengan model dua dimensi. Penelitian ini merupakan penelitian eksploratif dengan pendekatan kuantitatif. Data yang digunakan pada penelitian ini adalah data ujian nasional mata pelajaran metematika 2003 yang sudah terbukti memuat 2 dimensi (Badrun Kartowagiran & Heri Retnawati, 2007). Untuk mendeteksi DIF, digunakan indeks volume sederhana yang merupakan pengembangan dari indeks daerah bertanda. Pada penelitian ini peserta tes dikelompokkan berdasarkan jenis kelaminnya, kelompok siswa laki-laki dan siswa perempuan. Estimasi parameter butir dilakukan dengan bantuan BILOG dan TESTFACT, kemudian estimasi volume bertanda dan menggambar permukaan karakteristik butir dengan program MAPLE. Hasil analisis menunjukkan bahwa dari 28 butir yang dianalisis, sebanyak 2 butir berpotensi memuat DIF seragam dan 26 butir berpotensi memuat DIF yang tidak seragam.Kata kunci: teori respons butir unidimensi, teori respons butir multidimensi DIF, UPD, SPD______________________________________________________________INDENTIFYNG DIFFERENTIAL ITEM FUNCTIONING USING SIMPLE VOLUME INDICES BASED ON MULTIDIMENTONAL ITEM RESPONSE THEORYAbstract The aim of the studi is to identify differential item fungtioning (DIF) based on item response theory using bidimensional model. This study uses explorative quantitative approach. Data used in this study is a mathematics test of national exam 2003 data which has been proved to contain 2-dimensions (Badrun Kartowagiran & Heri Retnawati, 2007). The simple volume indices are used to detect DIF which is the development of the simple area indices. The testee are grouped based on their gender, groups of male students and female students. The item parameter estimation was performed with BILOG and TESTFACT, and then to estimatevolume and draw the surface characteristics curve was conduct with MAPLE. The results showed that of the 28 items analyzed, 2 items potentially contained uniform DIF and 26 items potentially contained a non-uniform DIF.Keywords: unidimensional IRT, multidimensional IRT, DIF, UPD, SPD
The quality of Indonesian teachers in the digital era: A meta-analysis Prihono, Eko Wahyunanto; Retnawati, Heri; Lapele, Fitria; Waluyo, Wisnu Budi
Jurnal Penelitian dan Evaluasi Pendidikan Vol. 26 No. 2 (2022)
Publisher : Graduate School, Universitas Negeri Yogyakarta in cooperation with Himpunan Evaluasi Pendidikan Indonesia (HEPI) Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21831/pep.v26i2.52318

Abstract

The objective of the study is to determine the influence of determinant factors on teacher quality in Indonesia in the digital era in kindergarten, elementary, junior high, and high school units. It was a quantitative research with a correlation meta-analysis approach. The data was secondary data collected from various research results in Indonesia on the scholar.google.com page. The results of the study were published from 2012 to 2022. Data analysis used JASP software to estimate aggregates, draw plot Forrest, and publication bias. The aggregates were estimated through correlation scores with fixed effect models. The results showed that the funnel plot 104 study had a sample size that varied with the asymmetric distribution. Therefore, the results of the study were free from potential publication bias. It was reinforced by the forest plot display using the Trim and Fill method as well as the summary effect display results. Thus, the level of information validity based on the fixed-effect model of factors that affect the quality of teachers in the digital era in Indonesia was valid.
Co-Authors 'Aziz, Hafidh . Haryanto Abdullah, Abdul Halim Adzima, Maulana Fatahillah Agus Kistian Agus Maman Abadi Agus Santoso Agus Santoso Agus Supramono Ahmad Adnan Mohd Shukri Ahmad Muhazir Ahmad Syafii Aigul Dauletkulova Aji, Ndaru Wicaksono Akbar Iskandar Alfred Irambona, Alfred Ali Mahmudi Ali Mustadi Ali, Rade Muhammad Ali, Raden Muhammad Alifa Sekar Ananda Alifiyarti, Tissa Aljura, Ahmad Naufal Amalia Annisa Amat Jaedun Aminuddin Hassan Aminuddin Hassan Amminudin bin Hassan Amrih Setyo Raharjo Anang Fathoni Andhita Dessy Wulansari Anik Twiningsih Anwar Senen Anzar, Zuari Aoyama, Kazuhiro Apino, Ezi Argianti, Atin Ari Purnawan Ari Setiawan Arifin Riadi Arini Rosa Sinensis Aristiawan, Aristiawan Ariyadi Chandra Nugraha Ariyadi Wijaya Ariyadi Wijaya Ariyatun Arlinwibowo, Janu Arma Wangsa Arriza, Lovieanta Astuti, Furintasari Setya Astuti, Nuryani Dwi Atymtaevna, Begimbetova Guldana Aulia Hermawati Ulfah Auliaul Fitrah Samsuddin Awwaliya, Sella ‘Izzata Ayuni, Rizki Tika Azizah, Nur Lailatul Azriah Azriah Badrun Kartowagiran Badrun Kartowagiran Badrun Kartowagiran Bagdaulet Kenzhalyevich Kenzhaliyev Bambang Subali Batubara, Angella Ananta Beatriz Eugenia Orantes Perez, Beatriz Eugenia Orantes Begimbetova, Guldana A. Begimbetova, Guldana Atymtaevna Berlian, Miftah Okta Bruri Moch. Triyono Budi Yanto Cahya Mar’a Saliha Sumantri Cahyandaru, Pramudya Cahyono, Sulistio Mukti Caly Setiawan Caturiyati Caturiyati Chairun Nisa Chokchai Yuenyong Chudin, Soleh Cut Yuni Nurul Hajjina Damar Sakti, Muhammad Lintang Darwin, Muhammad Riza Dasih Lelani Nurina Dauletkulova, Aigul Deni Hadiana Deni Hadiana, Deni Deron Manuella, Regina Griselnada Dewanto Muhammad Zulqadri Dewi Saputri Dewi, Fatimah Candrawati Dhoriva Urwatul Wutsqo Diah Susanti Dian Andesta Bujuri Dian Normalitasari Purnama Dian Satria Charismana Diki, Diki Djamilah Bondan Widjajanti Djemari Mardapi Djermari Mardapi Djermari Mardapi Djidu, Hasan Dodiet Enggar Wibowo Duden Saepuzaman, Duden Dwi Astuti Dwi Susanti Dwiningrum, Siti Irene A. Dyahsih Alin Sholihah Dzul Rachman, Dzul E. Kus Eddy Sartono Edi Istiyono Edi Susanto Edi Susanto Eka Ramadanti Eko Wahyunanto Prihono Elita Rachmayanti Elly Arliani Endang Listyani Endang Mulyatiningsih Enny Zubaidah Eny Sulistyaningsih Eri Yusron Eri Yusron Eri Yusron Ernida Ainun Nikmah Ervian Arif Muhafid, Ervian Arif Erwin Syahril Mubarok Evendi, Erpin Ezi Apino Fajri, Abrar Syahrul Farida Agus Setiawati Farit Mochamad Afendi Fatmawati, Fasiha Fauzan, Muh Ikhwan Fauzani, Ratna Ainun Fitri Nur Mahmudah Fitria Lapele Fitta Ummaya Santi Gaffar Hafiz Sagala Gaspersz, Magy Guldana A. Begimbetova Gulzhaina K. Kassymova Gulzhaina K. Kassymova Gulzhaina Kuralbayevna Kassymova Guntur, Muhamad Ikhsan Sahal Gupitasari, Venie Hajra Yansa Handayawati, Ponco Happri Novriza Setya Dhewantoro Hapsan, Amran Hari Purnomo Susanto Harman Suhadi Harsana, Firyal Nabila Harun Harun HARYANTO Haryanto Haryanto Hasan Djidu Hasan Khalawi Hassan, Aminuddin Heni Purwati Herjan Haryadi Herlansyah, Rhido Heru Handoko Hery Murtianto, Yanuar Hery Rosdianti Hidayah, Fitri Nur hidayah, murti ambarwati HIDAYATI, ARINI ULFAH Hilman Hilman Himawan Putranta Himmatul Ulya Himmawati Puji Lestari I Gusti Bagus Wiksuana I Nyoman Indhi Wiradika Ibda, Hamidulloh Ibnu Rafi Ibnu Rafi Ibrahim, Zulfa Safina Ikhsanudin, Ikhsanudin Imam Machali Imam Rofiki Imam Subarkah Iman, Asrul Nur Indra Kusuma Wijayanti Indra Kusuma Wijayanti Indra Kusuma Wijayanti Indriani, Tari Insih Wilujeng irfan budiono Irfan Hilmi Irvan Budhi Handaka, Irvan Budhi Ismail, Raoda Ismiyati, Ismiyati Isnaeni Isnaeni Jailani Jailani Jailani Jailani Jamhari Jamhari Janna, Miftahul Janu Arlinwibowo Janu Arlinwibowo Jeni Dwi Prasetyo Jumini Jumini Kamhar Ngado Kana Hidayati Kardanova, Elena Kartianom Kartianom Kartianom, Kartianom Kartiko Rachman Y Prasetya Kassymova, Gulzhaina K Kassymova, Gulzhaina K. Kassymova, Gulzhaina Kuralbayevna Kazuhiro Aoyama Kharismawati, Limala Ratni Sri Khasanah Nur Hidayah Khoirotunnisa, Ulfah Khoirunnisa, Asma Khoirunnisa, Asma’ Kistantia Elok Mumpuni Kistoro, Hanif Cahyo Adi Kusnaeni Kusnaeni Kusuma, Anggun Badu Lantip Diat Prasojo Lapele, Fitria Latif Irfan Lau Yoke Yin Lele, Marten Luter Ke Lian G Otaya Linda Feni Haryati Linda Indiyarti Putri Lisner Tiurma Listyaningrum, Prabandari Lukas, Imelda Lukman Lukman Lumenyela, Rogers Andrew M. Rafi Mami Hajaroh Manggaberani, Andi Abdurrahman Maria Evarista Oktaviane Barut Barut Maria Ulfah Marpaung, Dewi Natalia Marsigit Marsigit Marsigit Marsigit Martiana, Aris Marzuki Marzuki Mathilda Susanti Mathilda Susanti Mazda Leva Okta Safitri Mbazumutima, Vianney Mega Isvandiana Purnamasari Minhajjul Abidin Mobinta Kusuma Mu'adzah, Zulfa Amirul Muh Farozin Muh. Asriadi AM Muhamad Farhan Muhammad Dwirifqi Kharisma Putra Muhammad Ikhsan Ghozali Muhammad Iqbal Muhammad Naim Mahmud Muhammad Rais Ridwan Muhammad Sulthon Muhardis Muhardis Mulyati Munaya Nikma Rosyada Mwakapemba, James Leonard Nanong Sudarna Nasharuddin Nikmah, Ernida Ainun Niluh Sulistyani Nindy Fadlila Nisak Ruwah Ibnatur Husnul Noordin, Muhamad Kahir bin Nur Hadi Waryanto Nur Hasanah Nur Hidayanto Pancoro Setyo Putro Nur Insani Nur Sehang Thamrin Nur Sholehah Dian Saputri Nur Sholihah Nurharyanto, Dwi Widyastuti Nurmala Sari Nuryana, Zalik Nusantara, Bayuk Okky Riswandha Imawan Oni Pluntur Artiono Oni Pluntur Artiono Opik Hidayat Pardede, Timbul Permatasari, Alfelia Nugky Phabiano, Edward Pika Merliza Pratama, Galeh Nur Indiatno Putra Pratiwi Pujiastuti Pratomo Widodo Prihono, Eko Wahyunanto Pujiastuti Pujiastuti Pujiati Pujiati Pujiati Suyata Pulungan, Delyanti Azzumarito Purwo Haryono Purwo Susongko Purwoko Haryadi Santoso Putri, Faradila Ilena Qurrota A'yun Raden Rosnawati Rahayu, Dyah Paminta Rahmat Danni Rahmiliasari Samnufida Rasmuin Rasmuin Rasmuin, Rasmuin Retno Arianingrum Retno Purwasih REZA SYEHMA BAHTIAR Rezkilaturahmi, Rezkilaturahmi Rino Richardo Rita Eka Izzaty, Rita Eka Rizki Nor Amelia Robert Edy Sudarwan Rolina Amriyanti Ferita Rosid Bahar Rosyada, Munaya Nikma RR Rianto, Vivi Sabaryati, Johri Sabitu, Kamoru Sakti, Muhammad Lintang Damar Salem, Sultan Salsabila, Azkiya Samsul Hadi SAMSUL HADI Samsul Hadi Santosa, Hayang Sugeng Saputra, Isnu Bima Saragih, Novilda Angela Satiranandi Wibowo, Firdaus Amruzain Septiana, Atut Reni Septiani, Syilvia Septinda Rima Dewanti Shaw, Rajib Sholihah, Mar'atus Sigit Sanyata Siti Irene Astuti Dwiningrum Siti Salina Mustakim Siti Salina Mustakim Siti Salina Mustakim Sitti Mutia Umasugi Siwi Khomsiatun Slamet Suyanto Sotlikova, Rimajon Sri Andayani Sudji Munadi Sugiman Sugiman Sugiman Sugiman Sugiman Sugiman Sugiman Suhariyono Suhariyono Sujarwo Sujarwo SUKIRNO Sukirno Sukirno Sulistyaningsih, Eny Sumardi, Hari Sumaryanto Sumaryanto, Sumaryanto Sumin Sumin Sumin, Sumin Supahar, Supahar Suranto Suranto Suripah Suripah Susanta, Agus Sutrimo, Moh Slamet Sutrisno , Deny Suwarsih Madya Suyanto Suyanto Suyata Suyata Suyata Suyata Syahri Ramadhan Syarief Fajaruddin Syarif, Sri Reskiani Syawahid, Muhammad Tafakur Tafakur Taufik Muhtarom Tommy Tanu Wijaya Tri Effiyanti Trie Hartiti Retnowati Trisnani, Novy Trisylia Ida Pramesti Triyono Triyono Triyono, M.Bruri Tsania Ismi Fauzia Tuanaya, Rugaya Tusyanah Tusyanah Twiningsih, Anik Ulfah, Aulia Hermawati Ulin Nuskhi Muti'ah Ulwatunnisa, Marwah Ulwiyah, Sa'adatul Umi Farisiyah Ummi Aisyah Ummul Karimah Valeria Kartikaningtyas Valeria Kartikaningtyas Vinni Sofyaningsih Wahyu Hartono Wahyu Setyaningrum Wahyudi Wahyudi Wahyudi, Andi Wajidi Sayadi Waluyo, Wisnu Budi Wanda Tri Utami Wardhani, Novi Sheila Wibowo, Dodiet Enggar Widayanti Widayanti Widyastuti Purbani Wilda Yumna Safitri Wiradika, I Nyoman Indhi Wisnu Budi Waluyo Wiwin Fajriah Hanna Wua Laja, Yosepha Patricia Wulandari . Wuri Wuryandani Yasir Alsamiri Yeni Fitri Yenni Muflihan Yosa Abduh Alzuhdy Yuli Prihatni Yuli Prihatni Yuliana Yusron, Eri Yustiandi - Yustiandi Yustiandi Yustiandi Yustiandi Yustiandi Yustiandi, Yustiandi Zaenal Arifin Zela Septikasari, Zela Zuari Anzar Zuhdan Kun Prasetyo Zulnaidi, Hutkemri ‎, Haryanto