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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) QUANTUM: Jurnal Inovasi Pendidikan Sains 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 JPF (Jurnal Pendidikan Fisika) Universitas Islam Negeri Alauddin Makassar PRISMA BAREKENG: Jurnal Ilmu Matematika dan Terapan Tunjuk Ajar: Jurnal Penelitian Ilmu Pendidikan JTAM (Jurnal Teori dan Aplikasi Matematika) ORBITA: Jurnal Pendidikan dan Ilmu Fisika MATEMATIKA DAN PEMBELAJARAN 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 Jurnal Math Educator Nusantara: Wahana Publikasi Karya Tulis Ilmiah di Bidang Pendidikan Matematika Cakrawala : Jurnal Kajian Manajemen Pendidikan Islam dan Studi Sosial Islamic Guidance and Counseling Journal JURNAL MATHEMATIC PAEDAGOGIC 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 Perspektif Pendidikan dan Keguruan Jurnal Eduscience (JES) KARST : Jurnal Pendidikan Fisika dan Terapannya CERMIN: Jurnal Penelitian JLA (Jurnal Lingua Applicata) Physics Education Research Journal Indonesian Journal of Electrical Engineering and Computer Science Indonesian Journal of Islamic Education Studies (IJIES) PROGRES PENDIDIKAN Indonesian Journal of Educational Assesment Range : Jurnal Pendidikan Matematika Primatika : 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 Jurnal Tarbiyah dan Ilmu Keguruan Borneo Measurement In Educational Research Prisma Sains: Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram Journal of Mathematics Instruction, Social Research and Opinion Edukasia: Jurnal Pendidikan dan Pembelajaran 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 Indonesian Educational Research Journal Attadrib: Jurnal Pendidikan Guru Madrasah Ibtidaiyah JUMPA : Jurnal Manajemen Pendidikan Indonesian Journal of Islamic Education Studies (IJIES) International Journal of Applied Mathematics and Computing. Advance Sustainable Science, Engineering and Technology (ASSET) Jurnal Pendidikan MIPA Jurnal Pendidikan Progresif Journal on Mathematics Education Taawun: Jurnal Pengabdian kepada Masyarakat Dinamika Pendidikan Indonesian Journal on Learning and Advanced Education (IJOLAE) Jurnal Didaktik Matematika COUNS-EDU: The International Journal of Counseling and Education Al Ibtida: Jurnal Pendidikan Guru MI Eduma : Mathematics Education Learning and Teaching JPP (Jurnal Pendidikan dan Pembelajaran)
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

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Reconceptualizing Mathematical Problem-Solving Skills in The Digital Age: Teachers’ Perspectives Through the Lens of Theory of Didactical Situations Siti Ruqoyyah; Kana Hidayati; Jailani Jailani; Heri Retnawati; Wahyu Setyaningrum
EDUKASIA Jurnal Pendidikan dan Pembelajaran Vol. 7 No. 1 (2026): Edukasia: Jurnal Pendidikan dan Pembelajaran
Publisher : LP. Ma'arif Janggan Magetan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62775/edukasia.v7i1.2144

Abstract

Mathematical problem-solving skills are a critical 21st-century competency, yet their development still faces various challenges in the digital age. This study aims to explore teachers’ perspectives on students’ mathematical problem-solving skills, analyze teaching practices through the Theory of Didactical Situations framework, and formulate a reconceptualization of mathematical problem-solving skills relevant to the era of artificial intelligence. The study employed a qualitative approach with an exploratory design involving 11 junior high school mathematics teachers selected through purposive sampling. Data were collected via semi-structured interviews and analyzed using the Bogdan and Biklen model. Findings indicate that mathematics instruction remains dominated by a procedural approach that reinforces students’ reliance on examples and teacher authority. Students struggle to understand non-routine problems, design independent strategies, engage in reflection, and verify solutions. Furthermore, the use of digital technology remains instrumental and does not yet support exploration or critical thinking. From a TDS perspective, the digital milieu has not yet functioned as an exploratory environment, while the didactic contract still positions the teacher as the primary authority. Based on a synthesis of empirical findings and studies on AI hallucination and Retrieval-Augmented Generation, this research proposes an expansion of the problem-solving framework by adding a dimension of digital information verification and formulating a conceptual model of the Didactic RAG-System to support mathematics learning in the era of artificial intelligence.
Analysis of Students’ Behavior in Solving Mathematical Literacy Problems at the Junior High School Level Dwita Elfri Mayani; Heri Retnawati
International Journal of Applied Mathematics and Computing Vol. 3 No. 3 (2026): July: International Journal of Applied Mathematics and Computing
Publisher : Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62951/ijamc.v3i3.403

Abstract

Background: Mathematical literacy is a key competency in 21st-century learning; however, Indonesian students’ achievement remains low. Previous research has largely focused on cognitive aspects, while behavioral dimensions such as self-regulation, the use of mathematical tools, and self-confidence have not received adequate attention, even though these aspects play a crucial role in successful problem-solving. Methods: This study employed a qualitative approach using grounded theory. Participants consisted of 18 eighth-grade students from three public junior high schools in Yogyakarta, selected through stratified random sampling. Data were collected through a mathematics literacy test, semi-structured interviews, and observations, and analyzed using constant comparison until data saturation was reached. Results: The analysis revealed a new behavioral category, termed “semi-superior,” situated between regular and superior behaviors. Self-regulation, the use of mathematical tools, and self-confidence interacted dynamically. Students with stronger self-regulation and higher self-confidence demonstrated more strategic and reflective approaches. A clear alignment was found between mathematical literacy proficiency and behavioral orientation. Implication: Mathematics instruction must integrate cognitive, metacognitive, psychomotor, and affective competencies. Future research should examine the socio-economic and technological factors that influence students’ mathematical literacy behaviors.
Deep-Rasch as an Alternative to Rasch Modeling under Assumption Violations and Small Sample Sizes Agus Santoso; Farit Mochamad Afendi; Timbul Pardede; Heri Retnawati; Ibnu Rafi; Ezi Apino; Munaya Nikma Rosyada
CAUCHY: Jurnal Matematika Murni dan Aplikasi Vol 10, No 2 (2025): CAUCHY: JURNAL MATEMATIKA MURNI DAN APLIKASI
Publisher : Mathematics Department, Maulana Malik Ibrahim State Islamic University of Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18860/cauchy.v10i2.36276

Abstract

In certain situations, it may be challenging to fully exploit the advantages of modern test theory, including Rasch modeling and item response theory (IRT), when applied to real data. Although Rasch modeling tends to be more robust than IRT for small sample sizes, it still requires that the assumptions of unidimensionality and local independence be satisfied. In practice, these assumptions are often violated, which can lead to less accurate analyses and reduced validity of the results. Deep-Rasch, which integrates deep learning with Rasch modeling, has been proposed as an alternative measurement framework to overcome these limitations. This study examines the potential of Deep-Rasch as an alternative to Rasch modeling using student response data from 17 final semester examinations at Universitas Terbuka (UT), with sample sizes ranging from 33 to 11,504 students. Most examinations consisted of 30 multiple-choice items. The analyses showed that several datasets violated one or both assumptions of Rasch modeling. Nevertheless, Deep-Rasch performed comparably to conventional Rasch modeling in estimating item difficulty and student ability parameters, as well as in predicting student responses. Remarkably, for the smallest sample size (\emph{n} = 33), Deep-Rasch exhibited slightly better performance than Rasch modeling.
Canonical Correlations on Positive and Negative Attitudes of Computer-Based Statistics among Business Students Tri Effiyanti; Gaffar Hafiz Sagala; Sukirno; Heri Retnawati
Dinamika Pendidikan Vol. 19 No. 1 (2024)
Publisher : Economics Education Department Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/dp.v19i1.6478

Abstract

This study aims to investigate the canonical relationship between positive and negative attitudes of economics and business students when using computer-based analytical tools. The subjects of this study were students of the Faculty of Economics and Business in Medan. Samples were taken from two universities, including state universities and private universities. Using a random sampling technique, this study collected 247 responses, consisting of 47 male and 200 female respondents. The data in this study were collected using a questionnaire with a 5-Likert scale and analyzed by canonical correlation. The results of the canonical correlation analysis in this study revealed that Perceived Usefulness (PU) and Perceive Enjoyment (PE) were critical predictors of the construct set of positive attitudes. At the same time, Strain (ST) and Negative Affectivity (NA) were essential predictors of the formation of negative attitudes among users when using computer-based statistical tools. This study produces a new insight related to attitude toward Information Technology (IT) in a specific task, namely statistical analysis. This study also has practical recommendations for universities and lecturers to invest in and use statistical software that is easy and convenient for teaching statistics.
Competency Characteristics of Graduates Viewed from User Satisfaction Using Nonhierarchical Clusters Muhammad Ikhsan Ghozali; Heri Retnawati
AT-TA'LIM Vol 28, No 3 (2021)
Publisher : Institut Agama Islam Negeri Imam Bonjol Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15548/jt.v28i3.671

Abstract

This study aims to classify graduates based on the similarity of competency characteristics by referring to the indicators of graduate user satisfaction. The indicators are implementation of Islamic values; integrity, ethics, and morals; expertise based on knowledge (professionalism); foreign language skills; ability to use ICT; communication; teamwork; and self-development. The survey was aimed at graduates of five study programs totaling 211 people. Determination of respondents using the purposive sampling technique. Data was collected through a questionnaire containing statements about the eight indicators. Data analysis uses descriptive and multivariate statistics with the non-hierarchical cluster method or K-Means cluster analysis, assisted with SPSS (Statistical Package for Social Science) software. The results show that based on the similarity of competency characteristics, graduates are grouped into three clusters, namely Cluster 1 with 13.27% with characteristics of graduates with low competence, Cluster 2 with 32.7% with characteristics of graduates with high competence, and Cluster 3 with 54.03% with the characteristics of graduates with moderate competence. Thus, a strategic program that is systematic, comprehensive, and continuous is needed to develop human resources to shape the quality mentality and competence of students and to be competitive with students and by the needs of the workforce or users. For this reason, it is necessary to develop an e-tracer system that is integrated with the campus web and to strengthen synergistic cooperation with stakeholders, including users.
Implicit Pedagogical Alignment with van Hiele Theory in Geometry Learning: Teachers’ Understanding, Instructional Practices, and Assessment Nur'aini Muhassanah; Ariyadi Wijaya; Syukrul Hamdi; Heri Retnawati; Wahyu Setyaningrum; Novi Andri Nurcahyono
Indonesian Educational Research Journal Vol. 4 No. 1 (2026): Current trends in education and learning
Publisher : CV. Samuel Manurung and Co

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56773/ierj.v4i1.158

Abstract

Teachers’ understanding of students’ geometric thinking is essential for designing geometry instruction that supports cognitive development. Although previous studies have demonstrated the effectiveness of van Hiele-based instruction, little is known about how teachers understand and enact its principles in classroom practice. This study explored junior secondary mathematics teachers’ understanding of the van Hiele theory, their perceptions of students’ geometric thinking levels, the instructional strategies they employ, and their assessment practices in geometry learning. A qualitative phenomenological approach was conducted with eleven junior secondary mathematics teachers selected through purposive sampling. Data were collected through semi-structured interviews and analyzed using thematic analysis. The findings indicate that teachers have limited formal understanding of the terminology and hierarchical structure of the van Hiele theory. Nevertheless, they demonstrate implicit pedagogical alignment with its principles through their classroom practices. Teachers were able to identify students’ geometric thinking, particularly at the visualization and analysis levels, and employed concrete and visual representations, exploratory learning, classroom discussion, questioning, and contextual problem-solving to support students’ learning. Assessment practices included oral questioning, written tasks, observations, presentations, and formative assessment, although assessment of higher-order geometric reasoning remained limited. These findings suggest that teachers’ professional experience can foster pedagogical practices consistent with van Hiele’s principles despite limited theoretical mastery. The study contributes empirical evidence of implicit pedagogical alignment and highlights the importance of professional development that integrates teachers’ practical experience with a systematic understanding of geometric thinking.
Fuzzy Logic-Based Clustering of Teacher Digital Pedagogy Using Cybergogy Framework for Sustainable Educational Innovation Nur Hadi Waryanto; Heri Retnawati; Wahyu Setyaningrum; Nur Insani; Yanuar Hery Murtianto; Caturiyati Caturiyati; Vivi RR Rianto
Advance Sustainable Science Engineering and Technology Vol. 7 No. 3 (2025): May - July
Publisher : Science and Technology Research Centre Universitas PGRI Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26877/asset.v7i3.1946

Abstract

Rapid changes in educational technology necessitate innovative approaches to sustainable teacher development. However, implementing learning technologies like Cybergogy faces significant challenges due to imbalances in digital pedagogy competencies and motivation among secondary school mathematics teachers. This study aims to cluster mathematics teachers' profiles based on the Cybergogy model's application using the Fuzzy C-Means (FCM) algorithm. The study involved 88 mathematics teachers from various secondary schools in Yogyakarta, Indonesia. Clustering results converged at the sixth iteration with an objective function value of 620.006, and an optimal two-cluster structure (PCI = 0.5578). Cluster 1 comprises teachers with high digital competencies and effective use of online learning media in understanding Cybergogy. Conversely, Cluster 2 includes teachers with limited online learning experience and low Cybergogy understanding. These findings highlight the lack of appropriate training efforts to support technology implementation and motivate each cluster based on their unique perceptions of Cybergogy. This study contributes to educational technology by offering insights into how the Cybergogy model can enhance digital learning quality, with long-term implications for teacher competency development and the sustainability of digital education innovation in Indonesia.
Evaluation of the International Special Class Program at UIN Sultan Aji Muhammad Idris Samarinda CIPP Model Study Galby Silvia; Imroh Atul Musfiroh; Zurqoni Zurqoni; Heri Retnawati
Jurnal Tarbiyah dan Ilmu Keguruan Borneo Vol. 7 No. 1 (2026): Jurnal Tarbiyah dan Ilmu Keguruan Borneo, 7(1), Februari 2026
Publisher : Fakultas Tarbiyah dan Ilmu Keguruan UIN Sultan Aji Muhammad Idris Samarinda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21093/jtikborneo.v7i1.13437

Abstract

The International Special Class (KKI) Program at UIN Sultan Aji Muhammad Idris Samarinda strategically responds to the demands of PTKIN internationalisation. Since 2017, a comprehensive program evaluation has not been conducted. The purpose of this study is to evaluate the effectiveness of the KKI program using the CIPP model. Qualitative methods with semi-structured interviews, observation, and document analysis. The research subjects included: managers, lecturers, and KKI students. The results of this study from the context dimension are quite strong, but still weak in the legitimacy of special policies. The input dimension is still weak, student selection is good, but bilingual lecturer human resources and budget are limited. The Process dimension is still lacking due to the decentralisation of methods without bilingual pedagogical standards. From the Product dimension aspect, it is good, marked by student achievements across generations that have been documented but not systematically. Reflection of the aspiration-implementation gap experienced by PTKIN in developing international standard programs.
Stability of estimation item parameter in IRT dichotomy considering the number of participants Zulfa Safina Ibrahim; Heri Retnawati; Alfred Irambona; Beatriz Eugenia Orantes Pérez
REID (Research and Evaluation in Education) Vol. 10 No. 1 (2024)
Publisher : Graduate School of Universitas Negeri Yogyakarta & Himpunan Evaluasi Pendidikan Indonesia (HEPI)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21831/reid.v10i1.73055

Abstract

This research is related to item response theory (IRT) which is needed to measure the goodness of a test set, while item parameter estimation is needed to determine the technical properties of a test item. Stability of item parameter estimation is conducted to determine the minimum sample that can be used to obtain good item parameter estimation results. The purpose of this study is to describe the effect of the number of test takers on the stability of item parameter estimation with the Bayes method (expected a posteriori, EAP) on dichotomous data. This research is an exploratory descriptive research with a bootstrap approach using the EAP method. The EAP method is performed by modifying the likelihood and function to include prior information about the participant's 9 score. Bootstrapping on the original data is done to take bootstrap samples. with ten different sample sizes of 100, 150, 250, 300, 500, 700, 1,000, 1,500, 2,000, 2,500 were then replicated ten times and grain parameter estimation was performed. Each sample data with ten replications was calculated Root Mean Squared Difference (RMSD) value. The results showed that the 2PL model was chosen as the best model. The RMSD value obtained proves that many test participants affect the stability of item parameter estimation on dichotomous data with the 2PL model. The minimum sample to ensure the stability of item parameter estimates with the 2PL model is 1,000 test participants.
Comparison of item characteristic analysis models of reading literacy test with polytomous Item Response Theory Firyal Nabila Harsana; Heri Retnawati; Septinda Rima Dewanti; Rogers Andrew Lumenyela; Rimajon Sotlikova; Maulana Fatahillah Adzima; Atut Reni Septiana
REID (Research and Evaluation in Education) Vol. 10 No. 2 (2024)
Publisher : Graduate School of Universitas Negeri Yogyakarta & Himpunan Evaluasi Pendidikan Indonesia (HEPI)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21831/reid.v10i2.77852

Abstract

This study aims to compare the analysis model of the characteristics of reading literacy items with the polytomous item response theory, which uses the Graded Response Model (GRM), Partial Credit Model (PCM), Generalized Partial Credit Model (GPCM), and Nominal Reasons Model (NRM). This research is quantitative research in nature, and secondary data were used from about 1000 test takers' responses to reading literacy items in the 2018 reading literacy study analyzed with the R program. This model comparison was carried out so that the analysis results obtained were more accurate in representing the level of reading literacy skills in Indonesia. The results show that the GPCM model is the fit model with an AIC value of 23753.89 and a BIC value of 24042.45, and the number of suitable testlets is 7 out of a total of 7 testlets. Based on the relationship between information function scores and SEM, reading literacy items provide higher information when participants' abilities range between -2.3 and +2.
Co-Authors 'Aziz, Hafidh . Haryanto Abdul Rahim bin Abdul Rahman Abdullah, Abdul Halim Agus Kistian Agus Maman Abadi Agus Santoso Agus Santoso Agus Supramono Ahmad Adnan Mohd Shukri Ahmad Muhazir Ahmad Naufal Aljura Ahmad Syafii Aigul Dauletkulova Aji, Ndaru Wicaksono Akbar Iskandar Alfred Irambona Alfred Irambona, Alfred Ali Mahmudi Ali Muhson 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 Ari Setiawan Arifin Riadi Arini Rosa Sinensis Aristiawan Aristiawan, Aristiawan Ariyadi Chandra Nugraha Ariyadi Wijaya Ariyatun, Ariyatun Arlinwibowo, Janu Arma Wangsa Arriza, Lovieanta Astuti, Furintasari Astuti, Furintasari Setya Astuti, Nuryani Dwi Atut Reni Septiana Atymtaevna, Begimbetova Guldana Aulia Hermawati Ulfah Auliaul Fitrah Samsuddin Awwaliya, Sella ‘Izzata Ayuni, Rizki Tika Azizah, Nur Lailatul Azkiya Salsabila Azriah Azriah Azzahra, Mazidah Badrun Kartowagiran Badrun Kartowagiran Badrun Kartowagiran Bagdaulet Kenzhalyevich Kenzhaliyev Bambang Subali Basrowi, Ray Wagiu Batubara, Angella Ananta Beatriz Eugenia Orantes Pérez Begimbetova, Guldana A. Begimbetova, Guldana Atymtaevna Berlian, Miftah Okta Bruri Moch. Triyono Budi Yanto Cahya Mar’a Saliha Sumantri Cahyandaru, Pramudya Caly Setiawan Caturiyati Caturiyati Chairun Nisa Chudin, Soleh Citra Ayu Fatimah Cut Yuni Nurul Hajjina Damar Sakti, Muhammad Lintang Darwin, Muhammad Riza Dasih Lelani Nurina Dauletkulova, Aigul Deni Hadiana Deni Hadiana, Deni Depi Ardian Nugraha Deron Manuella, Regina Griselnada Dewanto Muhammad Zulqadri Dewi Natalia Marpaung Dewi Saputri Dewi, Fatimah Candrawati Dhoriva Urwatul Wutsqo Diah Susanti Dian Andesta Bujuri Dian Normalitasari Purnama Dian Satria Charismana Diki, Diki Dita Surwanti Djamilah Bondan Widjajanti Djemari Mardapi Djermari Mardapi Djermari Mardapi Djidu, Hasan Dodiet Enggar Wibowo Duden Saepuzaman, Duden Dwi Astuti Dwi Astuti Dwi Susanti Dwita Elfri Mayani Dyahsih Alin Sholihah Dzul Rachman, Dzul E. Kus Eddy Sartono Edi Istiyono Edi Susanto Edi Susanto Edward Phabiano Eka Ramadanti Eko Wahyunanto Prihono 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 Fatimah, Citra Ayu Fatmawati, Fasiha Fauzan, Muh Ikhwan Fauzani, Ratna Ainun Firyal Nabila Harsana Fitra Elnurianda Fitri Nur Mahmudah Fitri Yeni, Fitri Fitria Lapele Fitria Lapele Fitriani Fitriani Fitta Ummaya Santi Furintasari Setya Astuti Gaffar Hafiz Sagala Galby Silvia Galeh Nur Indiatno Putra Pratama Gaspersz, Magy Guldana A. Begimbetova Guldana A. Begimbetova Gulzhaina K. Kassymova Gulzhaina K. Kassymova Gulzhaina Kuralbayevna Kassymova Guntur, Muhamad Ikhsan Sahal Gupitasari, Venie Habib Ratu Perwira Negara Hajra Yansa Handayawati, Ponco Happri Novriza Setya Dhewantoro Hapsan, Amran Hari Purnomo Susanto Harman Suhadi Harun Harun HARYANTO Haryanto Haryanto Hasan Djidu Hasan Khalawi Hassan, Aminuddin Heni Purwati Herjan Haryadi Herlansyah, Rhido Heru Handoko Hery Rosdianti Hidayah, Fitri Nur hidayah, murti ambarwati Hidayat, Opik HIDAYATI, ARINI ULFAH Hilman Hilman Himawan Putranta Himmatul Ulya Himmawati Puji Lestari Hutkemri Zulnaidi 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 Imroh Atul Musfiroh 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 James Leonard Mwakapemba Jamhari Jamhari Janna, Miftahul Janu Arlinwibowo Janu Arlinwibowo Jeni Dwi Prasetyo Joko Supriyanto Jumini Jumini Kamhar Ngado Kana Hidayati Kardanova, Elena Kartianom Kartianom 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 Lala Fira Dwi Apriliyanti 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 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 Maulana Fatahillah Adzima Mazda Leva Okta Safitri Mbazumutima, Vianney Mega Isvandiana Purnamasari Megawanti, Priarti Minhajjul Abidin Mobinta Kusuma Moh Slamet Sutrimo Mu'adzah, Zulfa Amirul Muh Farozin Muh Ikhwan Fauzan Muh. Asriadi AM Muhamad Farhan Muhammad Dwirifqi Kharisma Putra Muhammad Ikhsan Ghozali Muhammad Iqbal Muhammad Iqbal Muhammad Naim Mahmud Muhammad Rais Ridwan Muhammad Sulthon Muhardis Muhardis Mulyati Munaya Nikma Rosyada Munaya Nikma Rosyada Nasharuddin Nikmah, Ernida Ainun Niluh Sulistyani Nindy Fadlila Nisak Ruwah Ibnatur Husnul Noordin, Muhamad Kahir bin Novi Andri Nurcahyono Nur Hadi Waryanto Nur Hasanah Nur Hidayanto Pancoro Setyo Putro Nur Insani Nur Sehang Thamrin Nur Sholehah Dian Saputri Nur Sholihah Nur'aini Muhassanah Nurharyanto, Dwi Widyastuti Nurhuda Nurhuda Nurmala Sari Nuryana, Zalik Nuryani Dwi Astuti Nusantara, Bayuk Odhistya Maharani Putri Okky Riswandha Imawan Oni Pluntur Artiono Oni Pluntur Artiono Pardede, Timbul Permatasari, Alfelia Nugky Pika Merliza Pratiwi Pujiastuti Pratomo Widodo Prihono, Eko Wahyunanto Pujiastuti Pujiastuti Pujiati Pujiati Pujiati Suyata Pulungan, Delyanti Azzumarito Purwasih, Retno Purwo Haryono Purwoko Haryadi Santoso Putri Rahmadani, Putri Putri, Faradila Ilena Qurrota A'yun Raden Rosnawati Rahayu, Dyah Paminta Rahmiliasari Samnufida Ramadhani Ramadian Radite Rasmuin Rasmuin Rasmuin, Rasmuin Retno Arianingrum Retno Purwasih REZA SYEHMA BAHTIAR Rimajon Sotlikova Rino Richardo Risky Setiawan Rita Eka Izzaty, Rita Eka Rita Sriayu Rita Sriayu Rizki Nor Amelia Robert Edy Sudarwan Rogers Andrew Lumenyela Rolina Amriyanti Ferita Rosid Bahar Rosyada, Munaya Nikma Rully Charitas Indra Prahmana Sa'adatul Ulwiyah Sabaryati, Johri Sabitu, Kamoru Sakti, Muhammad Lintang Damar Salsabila, Azkiya Samsuddin, Auliaul Fitrah SAMSUL HADI Samsul Hadi Samsul Hadi Santosa, Hayang Sugeng Saputra, Isnu Bima Saputri, Nur Sholehah Dian Saragih, Novilda Angela Satiranandi Wibowo, Firdaus Amruzain Septiana, Atut Reni Septiani, Syilvia Septinda Rima Dewanti Shaw, Rajib Sholihah, Mar'atus Sigit Sanyata Siti Irene A. Dwiningrum Siti Irene Astuti D Siti Kamilah Siti Kamilah Siti Marfu'ah Siti Ruqoyyah Siti Salina Mustakim Siti Salina Mustakim Siti Salina Mustakim Sitti Mutia Umasugi Siwi Khomsiatun Slamet Suyanto Sotlikova, Rimajon Sri Andayani Sudarna, Nanong Sudji Munadi Sugiman Sugiman Sugiman Sugiman Sugiman Suhariyono Suhariyono Suherman Suherman Sujarwo Sukirno Sukirno Sulistio Mukti Cahyono Sulistyaningsih, Eny Sultan Salem Sumardi, Hari Sumaryanto Sumaryanto, Sumaryanto Sumin Sumin Sumin, Sumin Supahar, Supahar Suranto Suranto Suripah Suripah Susanta, Agus Susongko , Purwo Sutrimo, Moh Slamet Sutrisno , Deny Suwarsih Madya Suyanto Suyanto Suyata Suyata Suyata Suyata Syahri Ramadhan Syarief Fajaruddin Syarif, Sri Reskiani Syawahid, M Syukrul Hamdi 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 Ulin Nuskhi Muti'ah Ulwatunnisa, Marwah Ulwiyah, Sa'adatul Umar Fauzan Umi Farisiyah Ummi Aisyah Ummul Karimah Valeria Kartikaningtyas Valeria Kartikaningtyas Vepi Apiati Vianney Mbazumutima Vinni Sofyaningsih Vivi RR Rianto Wahyu Hartono Wahyu Setyaningrum Wahyudi Wahyudi Wahyudi, Andi Wajidi Sayadi 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 Yanuar Hery Murtianto Yasir Alsamiri Yenni Muflihan Yosa Abduh Alzuhdy Yuenyong, Chokchai 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 Zulfa Safina Ibrahim Zulnaidi, Hutkemri Zurqoni Zurqoni Zurqoni Zurqoni Zurqoni ‎, Haryanto