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Widodo Widodo

Pusat Penelitian Kebijakan Pendidikan dan Kebudayaan, Balitbang Kemendikbud

Author-ID : 416274

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Convolutional neural network DenseNet in classifying dyslexic handwriting images Pondayu, Chelsea Zaomi; Widodo, Widodo; Nugraheni, Murien
Indonesian Journal of Electrical Engineering and Computer Science Vol 41, No 1: January 2026
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v41.i1.pp220-232

Dyslexia is a specific learning disability (SLD) associated with word-level reading difficulties and often manifests in childhood handwriting through irregular spacing and inconsistent letter sizing, due to shared phonological and orthographic processing. Early identification is critical; however, traditional diagnostic procedures are time-consuming and unsuitable for large-scale screening. This study aimed to develop a handwriting analysis at the paragraph-level using a DenseNet121 convolutional neural network (CNN) model as a low-cost dyslexia screening tool for resource-constrained educational settings. One hundred English handwriting images were preprocessed and standardized into two hundred samples, with 70% of the dataset evaluated using 4-fold cross-validation and the remaining 30% used for testing. The model achieved 90% test accuracy and 92.86% training accuracy, significantly outperforming a random forest baseline that reached 83.57% train accuracy and 63.33% test accuracy, with statistical significance confirmed by McNemar’s test. The main contribution of this study is the demonstration that a lightweight, single-architecture DenseNet121 using paragraph-level analysis can achieve competitive performance compared to prior studies that relied on more complex hybrid models and character-level analysis, while requiring substantially lower computational resources and simplified pipeline. These findings indicate that DenseNet121 provides a robust and low-cost solution for preliminary dyslexia screening in resource-limited educational environments.

Parenting of Migrant Worker Parents in Cultivating Early Childhood Independence Yusuf, Ali; Lestari, Gunarti Dwi; Widodo, Widodo; Widyaswari, Monica; Wibowo, Adjie Pradana
JPPM (Jurnal Pendidikan dan Pemberdayaan Masyarakat) Vol. 12 No. 2 (2025): November 2025
Publisher : Departement of Nonformal Education, Graduate Scholl of Universitas Negeri Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21831/jppm.v12i1.88251

Independence is essential in early childhood as a foundation for managing one’s own life. Parents play a key role in developing this through their parenting approach. However, economic demands—especially in-migrant worker families—have reduced parental involvement as both parents often work outside the home. Therefore, this study aims to analyze the parenting of migrant worker parents in forming the independence of early childhood. The method employed in this study is a qualitative approach, utilizing a case study design. The data collection technique used is participatory observation and semi-structured interviews with parents and early childhood educators. The data analysis model applied is the Miles and Huberman model, which involves four stages: data collection, data reduction, data presentation, and data conclusion. The findings show that early childhood independence develops in stages among children aged 5 to 6 years. Some aspects—such as self-care and simple decision-making—have begun to emerge, while others, like emotional regulation and problem-solving, are still in the process of development. Under permissive parenting, children tend to show emerging social freedom but limited discipline. In contrast, authoritarian parenting fosters obedience but often restricts initiative and autonomy.

PENINGKATAN KAPASITAS LITERASI DIGITAL APARATUR KAMPUNG DAN SISWA SMK DI KAMPUNG YOKA KOTA JAYAPURA Tayane, Rosalin Theophilia; Palumpun, Yulius; Widodo, Widodo; Aditama, Muh Irfan
JURNAL ABDIMAS DINAMIS : JURNAL PENGABDIAN KEPADA MASYARAKAT Vol 7 No 1 (2026): Abdimas Dinamis
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat USTJ

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58839/jad.v7i1.1614

Peningkatan literasi digital merupakan bentuk adaptasi dan penerimaan atas perkembangan era yang didominasi oleh teknologi. Pengabdian kepada Masyarakat (PkM) yang dilakukan oleh Universitas Sains dan Teknologi Jayapura dengan bertemakan literasi digital adalah solusi praktis yang berdampak pada peningkatan kemampuan masyarakat dalam mengakses, memahami dan menyediakan informasi secara aman dan tepat. Pengabdian yang dilakukan dengan melibatkan aparatur Kampung Yoka dan siswa SMKN 8 Jayapura berfokus pada pelatihan penggunaan aplikasi microsoft office dan website profil Kampung. Kegiatan pelatihan microsoft office dimulai dengan pemberian kuesioner pre-test sebagai evaluasi awal untuk mengukur tingkat pemahaman dan kemampuan peserta dalam mengoperasikan aplikasi office. Kegiatan ini dilaksanakan selama empat hari dengan materi pelatihan yaitu penggunaan ribbon dalam word, excel dan power point, pembuatan surat dan grafik, rumus statistik dan fungsi logika, slide, design, animasi dan transitions . Kegiatan pelatihan diakhiri dengan pemberian kuesioner post-test untuk mengukur tingkat pemahaman peserta setelah mengikuti pelatihan dan keberhasilan tim pengabdian dalam memberikan pelatihan dan pendampingan. Hasil evaluasi yang diperoleh berdasarkan kuesioner pre-test dan post-test menunjukan peningkatan yang cukup siginifkan. Pada hasil evaluasi pre-test, kemampuan peserta dalam memahami dan menggunakan microsoft word, excel dan power point sangat rendah dengan nilai ketidakpahaman diatas 60%. Dan hasil evaluasi post-test menunjukan adanya peningkatan memahami dan menggunakan microsoft excel dengan nilai diatas 70%. Untuk penggunaan website profil Kampung dilakukan melalui mekanisme pendampingan. Website profil Kampung yang dibuat oleh tim pengabdian berfungsi untuk menyediakan informasi tentang Kampung yoka dan berita kegiatan yang dilakukan oleh Kampung. Waktu pelaksanaan pelatihan oleh tim pengabdian cukup singkat, oleh karena itu tim pengabdian menyediakan modul untuk peserta yang dapat digunakan jika mengalami kendala dalam belajar. Peningkatan kemampuan literasi digital aparatur Kampung diharapkan menjadi perhatian penting, mengingat mereka adalah pelaksana pelayanan publik dan pengelola data desa. Sehingga diharapkan adanya keberlanjutan dari kegiatan pelatihan literasi digital. Kata kunci: literasi digital, microsoft office, website, pelayanan publik

ENDORSING PROACTIVE WORK BEHAVIOR IN TRANSMITTING GRIT AND INTERPERSONAL SKILLS INTO TASK PERFORMANCE Gustari, Irvandi; Widodo, Widodo
International Journal of Economics, Business and Accounting Research (IJEBAR) Vol 9 No 4 (2025): IJEBAR, VOL. 09 ISSUE 04, DECEMBER 2025
Publisher : LPPM ITB AAS INDONESIA (d.h STIE AAS Surakarta)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29040/ijebar.v9i4.19459

Task performance is crucial to employee performance, competitive advantage, and organizational performance. Therefore, this study focuses on employee task performance based on the perspectives of grit and interpersonal skills through proactive work behavior (PWB). Research participants included 325 workers from private companies in the finance, investment, trade, and service industries sector in Indonesia. A Likert scale survey was employed to get the data. The results were derived by Partial Least Squares-based Structural Equation Modeling analysis alongside descriptive and correlational analysis. The findings demonstrated that grit, interpersonal skills, and PWB influence employees' task performance; grit and interpersonal skills affect employees' PWB; and PWB mediates the relationship between grit, interpersonal skills, and employees' task performance. This evidence supports a novel empirical paradigm about the effect of grit and interpersonal skills on task performance via the mediation of PWB. These findings offer a theoretical contribution to enhancing task performance research centered on grit, interpersonal skills, and PWB, while also presenting practical implications for organizational operations aimed at improving employee task performance through these attributes.

Strategi Manajemen Pendidikan Islam Berbasis Teknologi Digital Di Era Society 5.0 Ahmadi, Ahmadi; Widodo, Widodo; Yusnita, Eni; Muhadi, Muhadi
Idaarotul Ulum Vol 7 No 2 (2025): Idaaratul Ulum
Publisher : Institut Agama Islam Insan Prima Misbahul Ulum Gumawang OKU Timur Sumatera Selatan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70688/idaarotululum.v7i2.581

Perkembangan teknologi digital di era Society 5.0 menghadirkan tantangan dan peluang bagi lembaga pendidikan Islam untuk melakukan transformasi manajemen yang adaptif, inovatif, dan tetap berlandaskan nilai-nilai keislaman. Penelitian ini bertujuan untuk merumuskan strategi manajemen pendidikan Islam berbasis teknologi digital melalui kajian literatur terhadap 17 sumber referensi yang relevan, termasuk jurnal SINTA open access dan publikasi akademik. Pendekatan penelitian menggunakan metode kualitatif dengan teknik analisis isi (content analysis), yang mencakup reduksi data, penyajian data, dan penarikan kesimpulan, untuk mensintesis konsep, teori, dan temuan penelitian terdahulu secara sistematis. Hasil kajian menunjukkan enam aspek strategi utama: (1) perencanaan strategis yang mengintegrasikan nilai-nilai Islam dan analisis data digital untuk pengambilan keputusan yang tepat, (2) kepemimpinan adaptif dan pengelolaan sumber daya manusia yang mendorong guru dan staf berinovasi dengan teknologi, (3) digitalisasi kurikulum dan pembelajaran yang menggabungkan media digital dan nilai-nilai Islam, (4) pemanfaatan teknologi untuk administrasi, evaluasi, dan monitoring pendidikan secara transparan, (5) penguatan kompetensi guru melalui pelatihan literasi digital dan pengembangan media pembelajaran, serta (6) pengelolaan tantangan dan pemanfaatan peluang digitalisasi untuk meningkatkan kualitas pendidikan.

Rhizosphere microbial functional traits associated with basal stem rot suppression in oil palm (Elaeis guineensis) RAMDAN, EVAN PURNAMA; GIYANTO, GIYANTO; HARTONO, ARIEF; HIDAYAT, SRI HENDRASTUTI; WIDODO, WIDODO
Asian Journal of Agriculture Vol. 10 No. 1 (2026)
Publisher : Smujo International

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.13057/asianjagric/g100105

Abstract. Ramdan EP, Giyanto, Hartono A, Hidayat SH, Widodo. 2026. Rhizosphere microbial functional traits associated with basal stem rot suppression in oil palm (Elaeis guineensis). Asian J Agric 10 (1): g100105. https://doi.org/10.13057/asianjagric/g100105. This study aimed to investigate the abundance, diversity, and functional characteristics of rhizospheric microbial communities associated with different levels of Basal Stem Rot (BSR) disease incidence in oil palm plantations, with the understanding that the observed relationships represent associations rather than causal effects. Rhizospheric microbial communities play an essential role in soil health and disease suppression in oil palm plantations. Fifteen composite soil samples were collected from three field blocks with low, moderate, and high BSR incidence in the Rejosari Unit, PT Perkebunan Nusantara VII, Lampung, Indonesia. Microbial populations were quantified using standard plate counts, while diversity indices were assessed using the Shannon-Wiener, evenness, and dominance indices based on morphospecies counts. The results showed that total microbial, bacterial, and fungal populations were significantly higher in soils with low disease incidence (4.99×10⁷, 4.94×10⁷, and 5.18×10⁵ CFU g-¹, respectively) compared to moderate and high categories. Soils with low BSR incidence also exhibited greater microbial and bacterial diversity (H′=1.07 and 0.74) and lower dominance, indicating a more balanced community structure. Non-pathogenic, antagonistic, and Volatile Organic Compound (VOC)-producing microbes predominated in low-incidence soils, contributing to natural disease suppression. LASSO regression identified VOC-producing and antagonistic microbes as predictors associated with BSR incidence, whereas correlation analysis revealed a significant negative association only for VOC-producing microbes (r=-0.60, p=0.02). Nitrogen-fixing microbes were positively associated with disease severity (r=0.63, p=0.01). Although causality was not tested, the results suggest that reduced BSR incidence was more closely associated with specific functional microbial groups, particularly VOC-producing microbes, than with overall microbial abundance or diversity, emphasizing that soil management strategies that support beneficial functional microbial groups may contribute to enhanced soil resilience.

PENDIDIKAN HAK KEKAYAAN INTELEKTUAL SEBAGAI PEMBEKALAN MENHADAPI PERGURUAN TINGGI Radian Suparba; M. Zaid; Widodo, Widodo
Jurnal Cakrawala Ilmiah Vol. 5 No. 5 (2026): Januari 2026
Publisher : Bajang Institute

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

All copyrights and patents of higher education institutions, as described above, are the result of research efforts, whether by lecturers themselves or through collaborations between lecturers and students. Research is a mandatory activity for lecturers at higher education institutions, planned in advance and implemented in the form of publications or IPR. Students are also required to conduct research as their final assignments, a common perception of universities among most school students. However, it is important to consider that after graduating from high school, students are no longer "underage children" but rather members of the community studying at a higher education institution. The atmosphere at a higher education institution differs from that of the school year, particularly in terms of teaching methods. Many students have brilliant ideas they want to realize, leading them to explore new activities previously unavailable at school.

Role of Active Compounds of Bohadschia argus Inhibit Cancer Cell Survival Souhaly, Jantje Wiliem; Rahayu, Sri; Widodo, Widodo
The Journal of Experimental Life Science Vol. 9 No. 1 (2019)
Publisher : Graduate School, Universitas Brawijaya

Sea cucumber is marine biota with a high economic value and also has potential for anti-cancer. The purpose of this study was to explore the mechanism of active compound of Bohadschia argus on regulating cancer cell survival. The B. argus samples were collected from the sea of Kamal Village, West Seram Maluku, then extracted by water. The constituents of water extract of B. argus were examined by LC-MS. The network among active compound and its protein target were determined by Cytoscape app. The result shows that B. argus has several active compounds, such as chondroitin sulfate, holothurin A, holothurin B, and scabraside that might play a role in cancer cell apoptosis, proliferation, and metastasis. Keywords: Active compound, Bohadschia argus, LC-MS.

Protein Structure and Function Analysis Method of Aminoacyl-tRNA Synthetase Cofactor and Biotinylation Effect: Journal Review Nugraha, Restu; Wang, Chien Chia; Widodo, Widodo
The Journal of Experimental Life Science Vol. 9 No. 1 (2019)
Publisher : Graduate School, Universitas Brawijaya

Protein has been known as an important macromolecule which has a vital role among the living organism. One of the most interesting protein is Arc1p, which is a yeast-specific tRNA-binding protein. Arc1p is a unique protein that has the ability to form a ternary complex with glutamyl-tRNA synthetase (GluRSc) and methionyl-tRNA synthetase (MetRS) in the cytoplasm. This complex can significantly enhance the aminoacylation efficiency of these two aaRSs to their respective cognate tRNAs. Recently, it was found that Arc1p can be biotinylated via post-translational modification at Lys86 (K86) in the N-domain. Here, we try to figure it out what kind of method that will help to create some clear information both in structure and function of this protein, when mutations occur inside of the K86 site within SSKD motifs of Arc1p. Several methods to better understanding obviously about protein characteristics comprises protein structural analysis; such as gel mobility shift assay, CD Spectroscopy, and limited proteolysis; protein functional analysis, and in silico modeling.Keywords: Arc1p, biotinylation, function, in silico, structure.

Genetic Variation Analysis of Four Local Varieties of Indonesian Black Rice (Oryza sativa L.) Based on Partially rbcL cpDNA Gene Sequence Basith, Abdul; Arumingtyas, Estri Laras; Widodo, Widodo
The Journal of Experimental Life Science Vol. 11 No. 1 (2021)
Publisher : Graduate School, Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21776/ub.jels.2021.011.01.01

Black rice (Oryza sativa L.) varieties i.e. Toraja (South Sulawesi), Cempo Ireng (Yogyakarta), Wojalaka (East Nusa Tenggara), and Manggarai (East Nusa Tenggara) are four local black rice varieties in Indonesia whose character has not been widely studied, especially the character of genetic variation. Research aimed to determine the variation of the rbcL gene in the four local black rice varieties. The sample for testing the variation of the rbcL gene sequence in the form of black rice leaves six weeks after planting. Dendogram was carried out using the UPGMA method with the Kimura 2-parameter algorithmic calculation model using the MEGA5 version 5.2.2 program. The results showed that partially the rbcL gene sequence was successfully amplified on four black rice varieties with a sequence length of 487 bp. The partial rbcL sequence of black rice consisted of 26.58% tyrosine, 21.38% cytosine, 28.86% adenine, and 23.18% guanine. The value of G + C content was 0.446, with the frequency of invariable sites of 97.13%. The frequency of informative parsimony sites was 1.43% with a nucleotide diversity (Pi) value of 42-10, the number of haplotypes was 5, and the total number of mutations and polymorphic sites was 14. The ratio between transition and transversion (ts/tv ratio k) for purine bases was 1.741 and pyrimidine was 3.571, with the estimated overall ratio between transition and transversion (R) of 1.31. Based on the dendogram, the farthest genetic distance was found in Wojalaka and Manggarai varieties, which were 0.019 respectively.Keywords: black rice, genetic variation, local varieties, rbcL gen

Co-Authors A.A. Ketut Agung Cahyawan W Abdillah, Nailah Marwa Abdul Basith Abdul Ghofur Abdul Hakim Abdul Rachman Abdul Rahim Matondang Abdullah, Nurul Syafiqah Yap Abie, Tian Faoztina Abkar, Ahmed Hasan Abu Bakar, Kosasih Ali Acep Musliman Achdia Supriadidjaya, Achdia Addi Mardi Harnanto Ade Irvan Tauvana Adevita, Marga Adhe Aryswan Adhika Junara Karunianto Adi Gunawan Muhammad Adi Kuntoro, Arno Adimedha, Tyto Baskara Aditama, Iqbal Fauzi Aditama, Muh Irfan Aditia Wardana, Aditia Aditiawardana Aditiawardana, Aditiawardana Aditya Kurniawan Admiasri, Admiasri Adolf Bastian Adriwan Siregar, Heri Afriani, Astri Afriansah, Roni Agil Alhaidar, Muhammad Said Agus Cahyono Agus Franciscus Hia, Hendrin AGUS PRASTYAWAN Agus Ridwan Agustin, Mayang Ahmad Riadi Ahmad Riyadi Ahmad Romadhoni Surya Putra Ahmad Sholeh Ahmad Zakarsyi Ahmad, Raihan Ahma AHMADI Aidina Ristyawan, Aidina Ajie, Hamidillah Akbar Akbar Akhmad Rifai Aksa, Annisa Aulia Al Hudan, Muhammad Niko Alakhyar, Alakhyar Alamsyah, Hanum Salsabiella Putri Alfaturrahman, Alfaturrahman ALI YUSUF Aliansyah, Hamidah Alifuddin, Moh. Alinse, Rizka Tri Aliyah Rasyid Baswedan Amalia Karyanto, Siti Amalia, Salsabilla Putri Amannu, Ramadhan Ami Pujiwati Amiruddin Amiruddin Amirudin Amirudin Ananda, Firna Dwi Anandyawati, Anandyawati Andhika Kurniawan Andhyka Muchtar Andi Moch Januriana Andika Septiana Suryaningsih Andre Gilang, Andre Gilang Prabowo Andri Kenti Gayatina Andri, Andriyanto Anggraini, Vera Duwi Angka Utama Anisa Anisa Annisa Fyona Anugrah, Hari Anung Sugihantono Anzu Elvia Zahara Appleton, William Aprianti, Dina Aprianto, Koko Ardhi, Mohammad Saiful Ardityo R Ardhany, Ardityo R Arief, Hanif Arif Bintoro Johan Aris Slamet Widodo Ariska, Fera Ariyadi, Noprizal Armin Nurhartanto Artaria Tjempakasari, Artaria Artha, I Ketut Atmaja Jhony Ary Antony Putra, Ary Antony Asih Kurniawati Asmara, Bima Asshadiq, Muhammad Daffa Asyam, Tegar Alif Athari, Naftali Zahra Atmadja J.A, I Ketut Audrienne, Resanti Aulia Azizah Auliya, Qurrotu A'yuni Aviyanti, Choirunisa Auliya Ayuni, Aulia Qurotul Ayuningrum, Esti Badar, Refly Bagus Susetyo Baharudin, Budi Bambang Sumadyo Bandono, Adi Bangsawan, Merah Basrawi Basrawi Basrawi, Basrawi Basuki , Batubara, Theresia Yosephin Bayu Kanetro Bayu Nugroho Beti Kristinawati Boni Pahlanop Lapanporo Burhanudin, Muhamad Cahyani, Arini Dwi Cahyaningrum, Marelda Cahyono Murti, Siti Tamaroh Cahyono, Indrawan Nur Cakrabuana, Wira Candra, Ronald Cecep Cecep, Cecep Chaidar, Ana Nurganah Chairini, Siti Chandra Irwanadi Mohani, Chandra Irwanadi Chandra Irwanadi, Chandra chandrawaty, chandrawaty chieko Hamada, chieko Daniel Joko Wahyono Darharta Dahrin Dede Mulyana, Dede Dewi, Ery Lukito Dewi, Rafiqa Dewi, Renie Kumala Dewi, Sisi Milawati Dhonny, Chusniati Diah Setiowati, Retno Dianna Ratnawati Dina Afrianti1 Dina Lusianti Dina Yulina Heriyani Dinana, Ichda Arini Dini Hariyati Adam Dino Rimantho Djanggan Sargowo Djoko Priyatno, Djoko Djoko Santoso Domi Kamsyah Dwi Astuti Dwi Hanto Dwi Sarbini Dyah, ulfa EDHI TURMUDI Edi Wibowo Edy Purwanto Edy Waliyo Efendy, R. Syilfia Effendi, Widia Effendy, Vina Ardelia Efi Toding Tondok Eko Sugiarto Eko Suprijono Eli Korlina, Eli Elly Karlina Else Suhaimi Endah Kusuma Rastini Endang Sulistyowati Eni Yusnita Ervi Suminar Estri Laras Arumingtyas Etevia Purlinda, Devi ETIVIA, DEVI Fahrurrozi, Fahrurrozi Fajar Wahyono Fajar, Silvia Jannatul Fajariyanto, Gunawan Fajrin, Aulia Faradilla, Auriga Putri Farid Amrulloh, Mohamad Fajar Fatma Hetami Fatmawati, Mediana Fauzi, Rachman Fauziastuti, Via Tuhamah Febbiyanti, Tri Rapani Febrianti, Sherly Purnama Febrianty, Novita Fedia Restu Ferriastuti, Widiana FETRINA OKTAVIA Firdaus Firdaus Fitriani, Lisa Bela Fora, Rony HR Franchitika, Rizky Frederikus Dian Indrastomo, Frederikus Dian Fuadiyah, Ucik Ghaitsa, Ghaitsa Giyanto Gunarti Dwi Lestari Guntur Maruto, Guntur GUSTARI, IRVANDI Gusti Ayu Kade Sutariati Gusti Putu Agung Eka Wira Setiadi, I Gustira, Fira H, Dina Yulina eriani Habeahan, Rasman Hamdani, Riky Handayani, Rika Hanif, Andini Hanifah Widiastuti Hanifah, Ima Heni Hansanontha , Pataree Harapan, Muhamad Adhi Maretnas Hardiansyah, Peri Hardina, dini Hardyanto Hardyanto Hartono Hartono Hasan, Husni Hasbullah Hasbullah Hasna, Adis Rodiah Hatta, Isnur Hendarto, Kanang Setyo Hendra Saputra Hendro Pramono Hendro Prasetyono Heni Purwaningsih Herlina Juni Risma Saragih Herman Saputra Hermanu Triwidodo Hertanto, Decsa Medika Heru Suparman Heryanto Susilo HESTI PUJIwATI Hidayati, Dian Hikmah, Fitri Nur Himmatul Barroroh Hulwah, Dennia Oktavia Zahidah Husna, Muhimmatul I Gde Sukadana I Ketut Atmaja Johny Artha, I I Nengah Tanu K Ibnu Khajar Ichiyu Shou, Ichiyu Idris HM Noor, Idris HM Ihsan Saputra Ika Arinia Indriyany Ika Ratnaningrum Imam Shofwan Imam Sujadi indarsih, Indarsih Indrawan, Dea Rizky Iqbal, Kamaschufi IRA DARMAWANTI Irabiah, Irabiah Irawan, Benny Haddli Irwan Irwan Ishafit Ishafit Islah Hayati Istanti, Rini Istiatin, Istiatin Iwan Setiadi Jafriansen Damanik, Jafriansen Jatu Anggraeni Jazuli, Muhamad Jehloh, Nurulhuda Joko Sukoyo Joko Wiyoso Jujur Gunawan Manullang Juni Risma Saragih, Herlina Jusuf Wahyudi Kabib, Nur Kahar, Fitriani Kamardiani, Diah Rina Kartika Chrysti Suryandari Kartika Hajar Kirana Kedafota, Fahrul Khafid, Muhamad Khaharsyah, Alfat Khamidi, Thamrin Kharisma, Novia Nur Khoiriyah, Alvina Kholik, Almira Abdul Kirom, Dina Ashlikhatul Kivayatul Ursiyah Kresnawaty, Irma Krisnawati, Dyah Ika Kristanti, Ninik Kristiana, Devi Kudang Boro Seminar Kumala, Sonya Ayu Kuncara, Rachmad Bayu Kunimi Maeda, Kunimi Kusharjanto, Bram Kustiariyah Tarman Kusuma, Nabila Divandra Kuswanhadi Kuswanhadi, Kuswanhadi Laifa Rahmawati, Laifa Lasse, David Aroschi Lathifah, Riskhi Lathifasari, Meisera Fika Lesa Paranti Lesmawan, Hendra Lestari , Gunarti Dwi Lestari, Keken Lestariningsih, Amurwani Dwi Lies Mira Yusiati Lis Noer Aini, Lis Noer Listiyani, Arifah Lita, Lita Luki Oka Prastio Lukman Hakim Lukman Nulhakim Luthfia, Alya Luthfiyah, Alfi Qudsiyyatul M Jazuli M Thaha, M M. Bagus Adityawan, M. Bagus M. Ulum Gani M. Zaid Madjid, M. Adnan Mafizatun Nurhayati Maharani, Kristanti Makhfuddin, Makhfuddin Malika, Siska Manalu, Ridoi Manullang, Safri Emanuel MARDIANI, DESIKA PUTRI Mardliyah , Sjafiatul Mariana Mariana Marianingsih, susi Marinda, Sri Mellia Marlin Marlin Marlin, Marlin Marsambas, Marsambas Maryono Maryono Maulana Maulana, Maulana Mazyadi, Muhammad Mega Gemala Mega Wulandari, Mega Merdeko Utomo, Verry Hendarto Merry Lapasau Miftahul Jannah Mita Wahyuni Mitsumine Fukui, Mitsumine Moch Sasmito Djati Mochamad Yusuf Alsagaff MOCHAMMAD THAHA Moh. Irma Sukarelawan Moh. Yogiantoro, Moh. Mohamad Ana Syabana Mohammad Chozin, Mohammad Mohammad Farid Mohammad Saifur Rohman Mokhamad Is Subekti Muchammad Ficky Duskarnaen Muchsin, Ibnu Amar Mufti Fathonah Muvariz Muh. Ishak Jumarang Muhadi Muhadi, Muhadi Muhamad Subhi Apriantoro Muhamad Syukur muhammad alfi syahrin Muhammad Jazuli Muhammad Syukur Muhammad Zaky Arkananta Mujimin - Mujimin, Mujimin Mulyadi Mulyadi Mulyaningrum, Vicihayu Dyah Mumtazah, Ahmad Abim mumtazah, gita Mundir, Akhmad Muranaki Tarigan, Targer Murhan, Al Murien Nugraheni Murtiyoso, Onang Musawarman, Mr. Muslikh, Mokhamad Muslimin, Edy Mustakim Mustika, Ulfa Dyah Mutamimah Mutamimah Mutiarani Mutiarani Mutohhari, Farid N. Nurjanah Nanda Kurniawan Narendra, Tatag Bagus Narfais, Alma Dita Mia Nastiti, Deinta Putri Natalia Ratna Yulianti Natonis, Rolfi Junyanto Is Naufal, Irfan Hanif Neng Sholihat Ngadenin Ngadenin Nia Kurniawan Ninda Sahriyani Ningrum, Alya Putri Maradika Ningrum, Dwi Kusuma Ningrum, Fatwati Fuani Cahya Nugraha, Jaka Setia Nugroho Pratomo Ariyanto Nugroho, Syarul Nugroho, Yusro Edi Nulhakim, Lukman Nunik Madyaningarum, Nunik Nunuk Mardiana, Nunuk Nur Fitria Pujo Leksonowati Nur Rahmawati Nur Wening, Nur Nurahman, Arip Nuraini, Putri Nurcahyani, Dina Nurcholish Arifin Handoyono, Nurcholish Arifin Nurfaida Nurfazri, Muhammad Nurhidayah Nurhidayah Nurholis Nurholis, Nurholis Nurjanah, Uswatun Nurman Pamungkas Nurmawati, Shofi Nurul Istiqomah Nurul Laili Arifin Nurul Ulfah Nurwati Nurwati Nurwidda, Arvi Dian Prasetia Nusantara , Widya Nusantara, Widya Nuswandari, Inti Nuzula Elfa Rahma Ochtaviani, Diana Elvira Oedjijono Oedjijono, Oedjijono Oktavia Dewi, Oktavia Oktaviyani, Adila Olifia, Intan Pagnozzi, Angelica Albina Pamungkas, Ginting Tri Paradina, Nur Afikah Pardamean Daulay Permana, Salsa Alfadhila Permatasari, Galuh PERMATASARI, Galuh Wening Pondayu, Chelsea Zaomi Pradana Santoso, Wendy Satria Pradipta, Monica Sonia Indri Praha, Tohpatti Crippa Pramest, Yumna Rana Pramesti, Andi Desika Indah pranawa pranawa, pranawa Prastiwi, Suci Pratiwi Dwijananti Pratiwi, Fadiah Pratiwi, Sella Dwi Prembayun Miji Lestari Priscila Fitriasih Limbong Pudjiastuti, Titik Pujiati Suyata Pujo Widodo Pujo Widodo, Pujo Pungut, Pungut Puput Meinis Narselina Purlinda, Devi Etevia Purlinda, Devi Etivia Purnama, Vicky Candra Purnomo, Dyah Hariyanti Purwanto, Hadi Puspita, Ariati Dina Putera, Edward Muliawan putra, I wayan agus suardiana Putri, Adela Henri Putri, Nanda Artika Putri, Nanik Aryani Putri, Rimasari Pramesti Putri, Swidia Wiharema Putri, Titan Melina Putriditya, Alya Ramadhani R.F, Rony Haendra Rabiman, Rabiman Rachael, Yoshi Rachmadani, Wulan Suci Rachmanu, Fatkur Radian Suparba Rahayu Permana Rahayu, Endang Purnawati Rahayu, Nawang Sri Rahayu, Umi Margi Rahman Hakim RAIS HIDAYAT, RAIS Ramadhan, Alaufi Rizki Ramadhan, Jiel Vayyad Ramdan, Evan Purnama Rany, Novita Rasti J, Ardina Reistanti, Agustina Putri Restu Nugraha Reviano, Moses Orvin Riadi, Ahmad Riadi Rifai, Dede Syukrillah Rina Firliana Rina Murtyaningsih Rina Rina Ririh Jatmi Wikandari RITA HARNI Riyadi Riyadi Riyanto, Rajiv Fadel Rizky Windar Amelia Rochmad Novian Inderanata ROFIK JALAL ROSYANAFI Rofiq, Muhammad Aunur Rofiqoh, Lela Rokhana Faizah Rokhmad Budiyono, Rokhmad Roni Afriansya roniafriansya, roni Rosbandrio, Wowo Rosihan Adhani, Rosihan Rosnani Ginting Rosyidi, Muhammad Yunus Roy Ibrahim Rubiyanto, Cahyo Wisnu Rudi Cahyadi Rudiyanto Rudiyanto, Rudiyanto RULIANININGSIH, SITI Rumakuay, Halik Rusdin, Muhamad Epi Ryanti W. Savitri Safitri, Anna Safitri, Ramuna Cipta Devanda Ayu Safitri, Rani Nur Sagala, Siti Rizkah Said, Budiman Djoko Salama, Mahi Sultan Samsul Hadi Samudra, Ami Anggraini Samudro, Eko G. Santi Pratiwi, Santi Santodo, Seno Santoso, Achadi Budi Saputra, Hendra Eka Saputro, Oki Dwi Sari, Debby Synthia Sari, Dia Novita Sari, Erna Puspita Sari, Indah Ayu Permata Satino Satino Satmawati, Satmawati Satoshi Horikoshi, Satoshi Satria Bijaksana Satria, Novaryan Anugrah SATRIYAS ILYAS Saulon, Butch O. Sembiring, Yan Efrata Seprianto, Seprianto Septiana Anggraini Septianda, Mada Rekadarma Setiawan, Antoni Setiawati, Luhur Setuju Setuju, Setuju Setyaji, Yoki Setyawardhana, Raden Harry Dharmawan Setyowatiningsih, Lilik Sholeh, A Sholeh, Muhammad Ismail Siburian, Theresia Sidin, Cecep Sigit Purnomo Silfia, Meta Silitonga, Listati Simanihuruk, Bilman W Sinambela, Anastasia M.L. Singgamui, Margaretha Siregar, James Siswoyo, Wuryanto Puji Sita Setyowatie Sitepu, Alexander Siti Hardiyanti Siti Khadijah Siti Lestari Siti Nur Aisyah Siti Nurjannah Sitio, Nancy B. Slamet Haryono Sobir Sobir Soebroto, Heroe Soedjarwo, Soedjarwo Soekarba, Siti Rohmah soewanto soewanto, soewanto Solly Aryza Souhaly, Jantje Wiliem Sri Harimurti SRI HENDRASTUTI HIDAYAT SRI RAHAYU Sri Rahayuningsih Sri Umijati Sri Wening Sri Wening, Sri Wening Suciati Suciati Sucipto Hadi Purnomo Sucipto Sucipto Sudarningsih Sudarningsih Sudarsono Sudibyo Sudibyo Sudirman Yahya Sudiro Sudiro Sugiyatmini, Tri Suharto Suharto Sulistiasih Sulistiasih Sumardi Sumardi . Sumardino Sumardino Sumaryoto Sumaryoto, Sumaryoto Sunarto Sunarto Suparno, Nano Supriadi Supriadi Supriadi, Iyus supriady, harif Surati Surati Surwiti, Surwiti Suryanti Suryantoro, Satriyo Dwi Suryatiaraszahri, Adhelia Suryo Wiyono Susanti Mugi Lestari Susetyo, Hendry Suwarno, Panji Syafrizal Syafrizal Syafutri, Eka Syahputra, Arzanda Jhuan Syam, Nur Asmasari Syamsiar, Syamsiar Syamsu, Muhajir Tandililing, Sostenes Mono Tarigan, Target Muranaki Tarmana, Dede Tayane, Rosalin Theophilia Teguh Andriyanto, Teguh Teguh Budiharjo, Teguh Titi A W Tjitrosumarto, Sumaryati Tobing, Suzen HR Tongat Tongat Toni Kus Indratno Tri Budi Santoso Tri Joko Raharjo Tri P Asmarawati, Tri P Tri Rapani Febbiyanti, Tri Rapani Trianasari, Maria Evy Trismadi Trismadi, Trismadi Triyani, Devi Triyono, Damas Tukiran Tukiran Tundjung, T. Udi Utomo Uly Maria Ulfah Umi Salamah Ummi Karimah, Ummi Uning Lestari Usdeldi, Usdeldi Vadillah, Syavirah Vidia, Trimawarti Esti Wadiyo Wadiyo Wahyu Nanda Eka Saputra, Wahyu Nanda Eka Wahyu Sulistiyo Wahyudi W. Parnadi Wahyuni, Dina Wahyuningtyas, Sharasvia Intan Walton, Susan Wananta, Madya Rahmanda Wang, Chien Chia Wartono Wartono Waslaluddin MT Wati, Cheppy Wati, Ira Pergiwo Wayan Tunas Artama WENNY PUTRI NILAMSARI, WENNY PUTRI Wibisono, Ryan Marcell Wibowo, Adjie Pradana Wicaksono, Eko Oktiawan Wicaksono, Rofidzias Siswo Widayanti Widayanti Widi Amaria Widiasih Widiasih, Widiasih Widiyanto, S.Y. Didik Widiyawati, Rista Widodo , Anton Widya Handayani Widyaningtias Widyaningtias, Widyaningtias Widyaswari, Monica Wijaya, Oki WIJAYA, RUSBIANTO Willy Bayuardi Suwarno Winarno Winarno Wiwik Utami Wiwik Widiyawati WIWIN YULIANINGSIH wiyanto, Agung Wowor, Johanis Wulandari, Cahyorini Yahaya, Samsur Rijal Yahya Darmawan Yasim, Ahmad Yasuhiko Tomino, Yasuhiko YATIM RIYANTO Yetti Hernaningsih Yudhiakto Pramudya Yuli Rahmadi, Hernawan Yulian, Yulian Yulius Palumpun Yunanto, Prasetyo Wibowo Yundari, Yundari Yusoff, Rushami Yusro Edy Nugroho Yusuf, Mirza Zairin, Achmad Zalsabela, Dian Rahmaputeri Zam, Bagus Muhammad Iqbal Al Zam zumaroh, siti Zustiyantoro, Dhoni

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