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Sriyanto Sriyanto
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Implementasi Lexicon Based dan Multinomial Naive Bayes pada Analisis Sentimen Produk Skincare di Website Sociolla Rahmansyah, Ferdian; Sriyanto, Sriyanto
Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK) 2025: SNESTIK V
Publisher : Institut Teknologi Adhi Tama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31284/p.snestik.2025.7353

Abstract

Bumi menghadapi tantangan pemanasan global yang menyebabkan cuaca ekstrem, yang berdampak negatif pada kesehatan kulit seperti kerusakan, penuaan dini, dan risiko kanker kulit. Penggunaan produk perawatan kulit menjadi penting untuk melindungi dan mengatasi masalah kulit selama cuaca ekstrem. Platform e-commerce seperti Sociolla memudahkan pencarian dan pembelian produk skincare. Namun, konsumen perlu berhati-hati dalam memilih produk, mengingat kualitas dan reaksi kulit terhadap produk dapat berbeda-beda. Membaca ulasan produk dari pengguna lain dan menggunakan analisis sentimen dapat membantu konsumen membuat keputusan yang lebih cerdas. Analisis sentimen menggunakan metode lexicon based dan multinomial Naive Bayes untuk mengklasifikasikan ulasan menjadi positif, netral, atau negatif, memungkinkan konsumen menyaring ulasan dengan efisien dan efektif.
KUNJUNG KARYA SEBAGAI UPAYA MENINGKATKAN KETERAMPILAN KOMUNIKASI SISWA Yuliyanti, Ekani; Sriyanto, Sriyanto
STRATEGY : Jurnal Inovasi Strategi dan Model Pembelajaran Vol. 5 No. 2 (2025)
Publisher : Pusat Pengembangan Pendidikan dan Penelitian Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51878/strategi.v5i2.5390

Abstract

This study aims to explore the effectiveness of the kunjung karya (work exhibition visit) method as a differentiated learning strategy to enhance students’ communication skills in Social Studies (IPS) at SMP Negeri 1 Pejawaran, specifically in Class VII-B. Employing a qualitative approach with a case study design, the research involved 30 students as participants. Data were collected through classroom observations, semi-structured interviews with purposively selected students, and Likert-scale questionnaires administered before and after the implementation of the method. The findings indicate a significant improvement in three core aspects of communication skills: speaking confidence, active listening, and the ability to provide constructive feedback. Moreover, the kunjung karya method increased students' interest in learning Social Studies and encouraged active participation in classroom activities. These results suggest that the method aligns well with the principles of the Merdeka Curriculum, which emphasizes flexible, inclusive, and student-centered learning. Therefore, kunjung karya can be considered an effective pedagogical approach to fostering a communicative, collaborative, and meaningful learning environment. ABSTRAKPenelitian ini bertujuan untuk mengeksplorasi efektivitas metode kunjung karya sebagai strategi pembelajaran berdiferensiasi dalam meningkatkan keterampilan komunikasi siswa pada mata pelajaran Ilmu Pengetahuan Sosial (IPS). Penelitian ini menggunakan pendekatan kualitatif dengan desain studi kasus dan melibatkan 30 siswa kelas VII-B SMP Negeri 1 Pejawaran sebagai subjek penelitian. Teknik pengumpulan data dilakukan melalui observasi langsung selama proses pembelajaran, wawancara semi-terstruktur terhadap siswa yang dipilih secara purposif, serta penyebaran angket berbasis skala Likert untuk mengukur perubahan keterampilan komunikasi sebelum dan sesudah penerapan metode. Hasil penelitian menunjukkan adanya peningkatan signifikan dalam tiga indikator utama keterampilan komunikasi siswa, yaitu keberanian berbicara, kemampuan mendengarkan aktif, dan kemampuan memberikan umpan balik secara konstruktif. Selain itu, penerapan metode kunjung karya juga mendorong peningkatan minat belajar siswa terhadap mata pelajaran IPS dan memfasilitasi partisipasi aktif dalam proses pembelajaran. Metode ini terbukti mendukung prinsip Kurikulum Merdeka yang menekankan pada pembelajaran yang fleksibel, inklusif, serta berpusat pada peserta didik. Dengan demikian, kunjung karya dapat menjadi strategi pembelajaran yang efektif dalam membentuk lingkungan belajar yang komunikatif, kolaboratif, dan bermakna.
PENERAPAN PJBL BERDIFERENSIASI DALAM PEMBELAJARAN SOSIOLOGI UNTUK MENGEMBANGKAN KREATIVITAS DAN KEPEDULIAN SOSIAL PESERTA DIDIK Susanti, Erfi Yana Eka; Sriyanto, Sriyanto
STRATEGY : Jurnal Inovasi Strategi dan Model Pembelajaran Vol. 5 No. 2 (2025)
Publisher : Pusat Pengembangan Pendidikan dan Penelitian Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51878/strategi.v5i2.5791

Abstract

This study aims to implement the differentiated Project Based Learning (PjBL) model in Sociology learning to develop students' creativity and social awareness regarding various social issues within the school environment. The background of this research is based on the phenomenon of students' low social concern toward their surroundings, such as the lack of response to students with special needs, those with chronic diseases, and common social problems in the school community. This research employed a quantitative method with a quasi-experimental design, involving two classes: an experimental class and a control class at SMA Negeri 1 Mojotengah. Research instruments included creativity tests, social awareness questionnaires, observation sheets, and project documentation. The data analysis results showed a significant increase in students' creativity and social awareness in the experimental class compared to the control class, as indicated by a t-test significance value of p < 0.05. These findings confirm that the application of differentiated PjBL can enhance students' active participation in addressing social issues within the school and foster caring and creative characters in line with the Merdeka Curriculum demands. ABSTRAKPenelitian ini bertujuan untuk menerapkan model pembelajaran Project Based Learning (PjBL) berdiferensiasi dalam pembelajaran Sosiologi untuk mengembangkan kreativitas dan kepedulian sosial peserta didik terhadap berbagai masalah sosial di lingkungan sekolah. Latar belakang penelitian didasari oleh fenomena rendahnya kepedulian sosial peserta didik terhadap permasalahan di sekitar mereka, seperti kurangnya respons terhadap peserta didik berkebutuhan khusus, peserta didik dengan penyakit kronis, serta masalah sosial umum di lingkungan sekolah. Metode penelitian yang digunakan adalah kuantitatif dengan desain quasi-experiment, melibatkan dua kelas yaitu kelas eksperimen dan kelas kontrol di SMA Negeri 1 Mojotengah. Instrumen penelitian terdiri dari tes kreativitas, angket kepedulian sosial, lembar observasi, dan dokumentasi hasil proyek. Hasil analisis data menunjukkan bahwa terdapat peningkatan signifikan pada aspek kreativitas dan kepedulian sosial peserta didik di kelas eksperimen dibandingkan kelas kontrol, dibuktikan dengan nilai signifikansi uji-t sebesar p < 0,05. Temuan ini memperkuat bahwa penerapan PjBL berdiferensiasi mampu meningkatkan partisipasi aktif peserta didik dalam menyelesaikan masalah sosial di lingkungan sekolah, serta membangun karakter peduli dan kreatif sesuai tuntutan Kurikulum Merdeka.
Pemanfaatan Augmented Reality dalam Meningkatkan Keterampilan Berpikir Kritis Siswa Sekolah Dasar Ayu Gilar Woromurt, Tyas; Sriyanto, Sriyanto
Elementary: Jurnal Ilmiah Pendidikan Dasar Vol 11 No 1 (2025): Elementary: Jurnal Ilmiah Pendidikan Dasar
Publisher : Jurusan Pendidikan Guru Madrasah Ibtidaiyah Fakultas Tarbiyah dan Ilmu Keguruan Institut Agama Islam Negeri Metro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32332/2t0t9j41

Abstract

Keterampilan abad 21 sangat penting dikalangan pendidikan, khususnya pada keterampilan berpikir kritis untuk membantu siswa mengatasi tantangan di era 5.0. Tujuan penelitian ini adalah untuk menguji efektifitas pemanfaatan media pembelajaran augmented reality terhadap peningkatan keterampilan berpikir kritis siswa kelas V pada mata pelajaran Ilmu Pengetahuan Sosial di Sekolah Dasar Negeri 1 Purbalingga Lor. Metode penelitian yang diterapkan adalah kelas eksperimen one group pretest-posttest. Data dikumpulkan melalui observasi, dokumentasi, dan tes tertulis. Penelitian ini juga mengumpulkan data kusioner guna mengetahui respon siswa terhadap penggunaan media augmented reality diperoleh dari ke tiga aspeknya yaitu motivasi 82.3, kemenarikan 82.1, dan rasa ingin tahu 83. Hasil pengujian diperoleh skor sebesar 0,5791 dengan kriteria berpikir kritis sedang dan kriteria interprestasi keefektifan berpikir kritis 57,9% yang berarti cukup. Penelitian ini memberikan gambaran bahwa augmented reality mampu meningkatkan keterampilan berpikir kritis sehingga diharapkan dapat dikembangkan ke dalam materi berkaitan dengan lingkungan. Kata Kunci: augmented reality; keterampilan berpikir kritis
Analisis Peran Orang Tua Dalam Memotivasi Belajar Siswa Kelas V Sd Negeri 1 Kalibagor, Banyumas Thara, Syafa Aludra; Sriyanto, Sriyanto
Jurnal Pendidikan Indonesia Vol. 6 No. 7 (2025): Jurnal Pendidikan Indonesia
Publisher : Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59141/japendi.v6i7.8293

Abstract

This study aims to analyze the role of parents in motivating the learning process of fifth-grade students at SD Negeri 1 Kalibagor, Banyumas. Employing a descriptive qualitative design, data were collected through classroom and home observations, interviews with the class teacher, students, parents, neighbors, and a teacher, and documentation of grade books and student data records. Informants were selected via purposive sampling to include four students (with low and high motivation), four parents (active and less active), two neighbors, and one class teacher. Instruments consisted of observation, interview, and documentation guides, with data validity ensured through triangulation. Results indicated that parental involvement—through encouragement, supervision, and supportive learning environments—positively influenced student motivation. High motivation was observed in students with active parental support, while those lacking such support exhibited lower participation and academic achievement. Based on these findings, it is recommended that schools and educational authorities facilitate active parental engagement through coaching programs and involvement in learning activities to enhance student motivation and academic outcomes.
PENYULUHAN PENGEMBANGAN STRATEGI PEMASARAN PRODUK MAKANAN RINGAN DI DESA NGIJO KECAMATAN TASIKMADU KABUPATEN KARANGANYAR Sriyanto, Sriyanto; Harimurti, Fadjar; Kasidin, Kasidin; Sutianingsih, Sutianingsih
JANAKA : JURNAL PENGABDIAN MASYARAKAT KEWIRAUSAHAAN INDONESIA Vol 1, No 1 (2020): JURNAL PENGABDIAN MASYARAKAT KEWIRAUSAHAAN INDONESIA
Publisher : STIE Atma Bhakti

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (120.645 KB) | DOI: 10.36600/.v6i1.136

Abstract

Desa Ngijo Kecamatan Tasikmadu Kabupaten Karanganyar memiliki berbagai potensi salah satunya usaha di bidang industri makanan ringan (snack). Permasalahan yang dihadapi mitra yaitu belum memiliki kapabilitas pemasaran yang memadai terutama kurangnya inovasi, baik inovasi produk, inovasi promosi, dan inovasi distribusi. Kegiatan Pengabdiaan Kepada Masyarakat dilaksanakan sebagai bentuk kepedulian sosial Perguruan Tinggi STIE Atma Bhakti Surakarta melalui kegiatan penyuluhan kepada mitra mengenai pengembangan strategi pemasaran dengan harapan agar mitra di Desa Ngijo dapat berkembang dan berekspansi ke usaha yang berskala lebih luas. Metode pelaksanaan menggunakan metode ceramah dan sharing. Pelaksanaan kegiatan dimulai dengan Observasi Lapangan, Pelaksanaan Kegiatan, dan Penyusunan Laporan. Setelah mengikuti penyuluhan dan sharing, para mitra telah memperoleh pengetahuan dan wawasan yang semakin baik mengenai strategi memasarkan produk makanan ringan melalui bauran pemasaran 5P yaitu produk, harga, promosi, distribusi, dan pelayanan. Dengan adanya program pengabdian ini diharapkan akan banyak membantu persoalan pemasaran yang dihadapi mitra (Kelompok Wanita Tani) di desa Ngijo terutama dalam memasarkan dan menjual produksinya. Kata kunci: strategi, pemasaran, snack, desa ngijo
Mengurai Kepatuhan Pajak UMKM: Dimensi Informasi dan Efektivitas Pemungutan Farida, Arif; Wijayanti, Handayani Tri; Sriyanto, Sriyanto
Riset Manajemen dan Akuntansi Vol 16, No 1 (2025): Volume 16 Nomor 1 Mei 2025
Publisher : STIE Atma Bhakti

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36600/rma.v16i1.461

Abstract

This study aims to analyze the influence of tax socialization, tax knowledge, and the effectiveness of the tax collection system on tax compliance among Micro, Small, and Medium Enterprises (MSMEs). These three independent variables are examined within the framework of the Theory of Reasoned Action (TRA) to understand tax compliance behavior from the perspectives of attitude and subjective norms. The research employs a quantitative approach using a survey method involving 100 MSME respondents in Surakarta City who possess a Taxpayer Identification Number (NPWP). Data analysis was conducted using multiple linear regression, preceded by validity, reliability, and classical assumption tests. The results indicate that all three independent variables significantly influence tax compliance, both simultaneously and partially. Tax socialization contributes to building taxpayer awareness and social norms, while tax knowledge fosters a positive attitude toward compliance. The effectiveness of the tax collection system, particularly those based on technology, simplifies administrative processes and enhances taxpayer trust. Therefore, improving MSME tax compliance can be achieved through continuous education, enhanced tax literacy, and the optimization of a responsive and integrated tax system.
Optimizing Student Depression Prediction Using Particle Swarm Optimization and Random Forest Effendi, Mukhammad Khoirul; -, Sriyanto; Irianto, Suhendro Yusuf; Fauzi, Chairani; Vitriani, Yelfi
Jurnal CoreIT: Jurnal Hasil Penelitian Ilmu Komputer dan Teknologi Informasi Vol 11, No 1 (2025): June 2025
Publisher : Fakultas Sains dan Teknologi, Universitas Islam Negeri Sultan Syarif Kasim Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24014/coreit.v11i1.35954

Abstract

Student mental health is a growing concern due to increasing academic pressure, social demands, and economic factors affecting their well-being. Depression, a common issue among students, significantly impacts academic performance and overall quality of life. Therefore, early detection and accurate prediction of student mental health conditions are essential to provide timely interventions. This study aims to improve the accuracy of depression prediction among university students by integrating Particle Swarm Optimization (PSO) for feature selection with Random Forest (RF) as the classification model. The dataset used is the Student Depression Dataset from Kaggle, consisting of 27,900 respondents with 18 features related to demographic, academic, and psychological factors. Data preprocessing includes handling missing values, normalization, categorical encoding, and feature selection using PSO. The model is trained and evaluated using 10-Fold Cross-Validation. Experimental results show that PSO-optimized Random Forest outperforms the standard Random Forest model. The optimized model achieves an accuracy of 84.08%, precision of 82.79%, recall of 77.79%, and an AUC-ROC score of 0.912, improving classification performance. These findings demonstrate that PSO effectively enhances feature selection, leading to better classification accuracy. This study contributes to the development of a more accurate and efficient machine learning model for detecting student depression. By optimizing feature selection, this approach reduces computational complexity while maintaining high predictive performance. Future research can explore hybrid optimization techniques such as Genetic Algorithm (GA) or Differential Evolution (DE) to further enhance model generalization across different datasets.
PENGARUH MODEL PEMBELAJARAN PROBLEM BASED LEARNING (PBL) TERHADAP KEMAMPUAN BERPIKIR KRITIS DAN HASIL BELAJAR MURID Zuhri, Bahtiar Amin; Sriyanto, Sriyanto
STRATEGY : Jurnal Inovasi Strategi dan Model Pembelajaran Vol. 5 No. 3 (2025)
Publisher : Pusat Pengembangan Pendidikan dan Penelitian Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51878/strategi.v5i3.6366

Abstract

This study aims to evaluate the effectiveness of the Problem-Based Learning (PBL) model in enhancing critical thinking skills and learning outcomes among seventh-grade students at SMP Negeri 2 Cilongok. The research employed a quasi-experimental design with two groups: an experimental group that received PBL treatment and a control group that followed conventional instructional methods. Data collection instruments included critical thinking tests and academic achievement tests, administered both before (pretest) and after (posttest) the intervention. Initial analysis indicated that both groups had relatively equivalent baseline abilities. Following the intervention, the experimental group demonstrated a significant increase in critical thinking scores (mean = 98.10) and learning outcomes (mean = 88.00), compared to the control group (mean = 84.13 and 80.25, respectively). The experimental group also achieved 100% mastery learning, surpassing the minimum required criteria. Statistical tests confirmed that the data were valid and reliable. These findings suggest that the PBL model is more effective than conventional methods in fostering students’ critical thinking and improving academic performance. Therefore, PBL is recommended as an active and contextual learning strategy for classroom implementation. ABSTRAKPenelitian ini bertujuan untuk mengevaluasi efektivitas model Problem-Based Learning (PBL) dalam meningkatkan kemampuan berpikir kritis dan hasil belajar siswa kelas VII di SMP Negeri 2 Cilongok. Desain penelitian yang digunakan adalah kuasi-eksperimen dengan dua kelompok: kelompok eksperimen yang memperoleh perlakuan pembelajaran PBL dan kelompok kontrol yang menggunakan metode konvensional. Instrumen pengumpulan data berupa tes berpikir kritis dan tes hasil belajar, baik sebelum (pretest) maupun sesudah (posttest) perlakuan. Analisis awal menunjukkan bahwa kedua kelompok memiliki kemampuan awal yang relatif setara. Setelah perlakuan diberikan, kelompok eksperimen menunjukkan peningkatan signifikan pada skor berpikir kritis (rata-rata 98,10) dan hasil belajar (rata-rata 88,00), dibandingkan kelompok kontrol (masing-masing 84,13 dan 80,25). Ketuntasan klasikal kelompok eksperimen mencapai 100%, melampaui kriteria minimal. Uji statistik menunjukkan bahwa data valid dan dapat dipercaya. Hasil ini menegaskan bahwa model PBL lebih efektif dibandingkan metode konvensional dalam mengembangkan kemampuan berpikir kritis serta meningkatkan hasil belajar siswa. Oleh karena itu, PBL layak diterapkan sebagai strategi pembelajaran aktif dan kontekstual di kelas.
Improving the Students’ Physics Learning Outcomes Using Macromedia Flash in SMAN 2 Bantul Sriyanto, Sriyanto; Sukarelawan, Moh. Irma
Jurnal Pendidikan Fisika Vol. 9 No. 2 (2021): PENDIDIKAN FISIKA
Publisher : Universitas Muhammadiyah Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26618/jpf.v9i2.4525

Abstract

This study aims to improve the students' physics learning outcomes using Macromedia flash learning media. This research is a classroom action research. The research subjects were students of class XI MIA 7 SMAN 2 Bantul, consisting of 30 people (20 Females and 10 Males). Data collection was carried out in three cycles, with three meetings each. The research stages include planning, implementing the action, observing, and reflecting. The results showed an increase in students’ learning outcomes after using Macromedia flash learning media. The percentage of students’ who achieved the minimum completeness criteria in cycle 1 was 83.3%. In Cycle 2, the percentage improved to 93.3%, and in cycle 3 became 96.7%. Therefore, it can be concluded that the use of Macromedia Flash can improve student learning outcomes.
Co-Authors Abbas, Dirvi Surya Abdul Aziz Adhe Aryswan Adhyaksa, Faisal Faridh Afifah Hasna Prilia Agung Sustiyawan AGUS SETIAWAN Agustin, Setyo Wulan Dwi Ahmad Dahlan Ahmad Dahlan Aim Abdulkarim Alfitri Alfitri Almunawar, Moh Helmi Amalia, Arifatun Rizka Ana Andriani, Ana Anang Widhi Nirwansyah, Anang Widhi Ananto Aji, Ananto Andi Irwan Benardi Andi Irwan Benardi, Andi Irwan Andik Wijayanto Andika, Wahyu Anggraeni, Karina Tri Anggraeni, Verlita Aninditya, Destiana Apik Budi Santoso Aprillia Findayani Apriyanto, Mulono Ardhiansyah, Bayu Ardi Setiyansah Ari Wibowo Ari Wijayanti Ariati Dina Puspitasari, Ariati Dina Arif Farida Arifien, Moch Arifin, Bondi Ariyanto, Nugroho Pratomo Arpan, Atika Asmawi Zainul Asri Ratna Sari Assidik, Reksa Qodri Astutik, Sri Dewi Astutik, Sri Dewi Atussolikhah, Mar Ayu Gilar Woromurt, Tyas Ayu Wulansari Pramita Aziz, RZ. Abdul Azzahra, Nabilla Feylisha Bala, Rima Parawati Bambang Widarno Basuki Basuki Batubara, Ninda Hardina Bregas Widya Pratama, Bregas Widya Budiman Budiman Budiyanto, Hermawan Butar, Hendra Butar Cahyo Budi Nugroho Cahyono, Eko Hadi Chairani Chairani Choirunnisa, Tarisa Adinda Darmawan, Adi Hidayat Darminto Pujotomo Darodjat Darodjat, Darodjat Demirdag, Seyithan Desi Wulandari Dhi Bramasta, Dhi Diansari, Susi Dirhan, Dirhan Dwi Setyaningsih Dyah Ika Rinawati Dyah Ika, Rinawati Dyah Wulandari Dzulfiqar, Mohamad Alif Edi Kurniawan Edi Priyono Effendi, Mukhammad Khoirul Eka Putra, Boby Fernandes Eka Setyaningsih Eka Setyaningsih Eko Adi Saputro Elizar Elizar, Elizar Enok Maryani Erfandany, Havel Anaufal Esti Mungizzah Ety Dwiastuti Eva Banowati Fadel Muhammad, Fadel Fadia Rakhmita Fadjar Harimurti Fahrus Widodo Fajrin, Aulia Fajriyatun Fajriyatun Fajriyatun Fajriyatun Farida, Amalina Fauzi Nur Akhadi Fauzi, Chairani Fauziyati, Khuldiana Azizah Feby Nurliana Fherdiana, Lia Firmansyah Firmansyah Fithri, Aulia Syafira Fitri Lim Fyona, Annisa Gemala, Mega Goesderilidar Hadi, Miftakhul Hakim, Yanuar Prima Nur Halmahera, Mega Hamdani Hamdani Handayani Tri Wijayanti Handayani, Alfina handoyo widi nugroho Hanifah, Utik Milati Hari Purnomo Susanto Haryanto Haryanto Hasanah, Qoriatul Hasanudin, Mochammad Hasiholan, Bistok Hasna Prilia, Afifah Hayyan, Yuslima Heni Widiastuti Hermawan, Arief Yulianto Hermawan, Arief Yulianto Hersiyani, Shintia Hesty Ervianni Zulaecha Hikmah, Ulfiana Nurul Hikmawati, Hanifah Husen Ismail, Faisal Bin I Gusti Wayan Murjana Yasa I. Ismiyati Ida Taprida Idha Lusmianingtyas Ika Pujiastuti Imam Hidayat Indra Kanedi Indra Permana, Indra Indri Murniawaty, Indri Ira Windarti Iryanto, Edy Istiqamah Istiqamah Istiqlalia, Nurlaila Ita Nuryana Ita Sulistyawati, Ita Juangsa Putra, Lalu Giat Juhadi Juhadi Juli R. Wuliandari, Juli R. Kartini, Agustina Kartono - Kasidin, Kasidin Khodijah Khodijah Komaru Zaman Komsi Koranti Kristiawan , Y. Yulianto Kristyanto, Andi Laras Niti Mulyani Leksonowati, Nur Fitria Pujo Lina Adi Wijayanti Luthfillah Amin M Mutakin M, Makhful Maesaroh Maesaroh Mahfudzin, Abdul Halim Mandili , Abdel Manurung, Meilani Mandhalena Mas'ud, Mohd. Zaki meilantika, Dian Moh. Irma Sukarelawan Mohamad Ikram Zakaria Muhamad Hasan Muhammad Fauzan Ramadhan Muhammad Ikhsan Munawwaroh, Siti Mungizzah, Esti Muthohar, Ilham Na'imah, Tri Naniek Utami Handayani Navika Tiamy Marli’aini Na’imah, Tri Ni'maturrodhiyah, Ni'maturrodhiyah Ning Breni Astuti Ninik Tri Kusumadewi Noor, Anfal Zaeni Nor Chasanah Novita, Rini Novrizal Arif Budiman NUR FADILAH Nur Puji Lestari, Nur Puji Nur'aeni, Nur'aeni Nurhaqiqi, Annisa Nurma Indah Oktaviani Nursiyanto Nurul Laili Arifin, Nurul Laili Ovy Ayuning Nareswari Pamungkas, Nurman Pentika Pulung Sari Permadi, Alif Maulana Permata, Rizka Pinasthika, Dhimas Prahasti, Prahasti Prameswari, Andina Ahya Prastawa, Wisnu Pratama, Adam Valentino Okky Pratama, Averoes Aditya Pratama, Hanggar Pratik Hari Yuwno Pratik Hari Yuwono Pratik Hari Yuwono Purba, Adi Syahputra Purwo Prihatin Puspahati, Norma Ken Puspita, Roza Putri, Afildha Fonika Putri, Nurrahim Adhadina Eka Rachmadi, Rachmadi Rafiloza, Rafiloza Rahmadani, Devi Rahmansyah, Ferdian Rakhmat Romadhoni, Nuzul Randi Estian Pambudi Retno Dwiyanti Ridho, Miftahul Rifki, Rifki Arif Rima Parawatibala Rini Tesniwati Riyana Eka Sapitri Riza Arif Pratama Rizqoh, Evana Rochmatun, Habibah Rokaliana Rokaliana Rusmiyati Rusmiyati S. Nagalay, Fitra Salam Safitri Pramei Hastuti Sandi, Boy Saptono Putro Sari Ratnawati Sarkuji Waluya Satya Budi Nugraha Selvi Kasman Sembiring, Maximus Gorky Setiajit, Sahid Bayu Shibyan Heryawan Sholiha, Arina Sigit Pramono Silahudin, rizky Siregar, Muhammad Rizqi Sisiliana, Careza Siti Muslikhah Siti Nurjanah Slamet Slamet Slamet Widodo Sony Irianto Sri Lestari SRI RAHAYU Sriati Sriati, Sriati Stefani, Windy Suhartoyo Suhartoyo, Suhartoyo Suhendro Suhendro Suhendro Yusuf Sunarko Sunarko Sunarsih Sunarsih Supriati, Supriati Suroso Suroso Susandra Jaya Susanti, Erfi Yana Eka Susatyo Nugroho W.P Sutardji Sutardji Sutedi Sutedi Sutianingsih Sutianingsih Sutianingsih Sutianingsih Sutianingsih, Sutianingsih Sutomo Sutomo Syntha Noviyana Thara, Syafa Aludra Tiesya Valvina Pramaysela Tjaturahono Budi Sanjoto Totok Wartiono, Totok tri utami, septiana Triloka, Joko Triyadi Haryanto Trubus Kurniawan Tukidi Tukidi, Tukidi Vitriani, Yelfi Wage Wage, Wage wagiyem, wagiyem Wahid Akhsin Budi Nur Sidiq, Wahid Akhsin Budi Nur wahidah, Anita Solihatul Wahyu Setyaningsih Wanda Nugroho Yanuarto Wasilah Wasilah Wening Rinasari Widi Nugroho, Handoyo Widiastuti, Wiwin Widowati, Eny Hari Widya, Zuhriana Wijanarko, Beny Wijaya, Athallah Nigel Wilian, Dani Windari, Ratih Wiwik Budiawan Wiwik Budiman Wulandari, Heptyana Sri Y. Suhendro Yani, Achmad Yanuar, Rizki Yudha Febrianta Yudha Febrianta Yudha Febrianta Yulianasari, Siska Yuliyanti, Ekani Yuni Prihartini Yurnalis Yurnalis Yusuf Irianto, Suhendro Yuwno, Pratik Hari Z, Malikatun Zainuri, Ihsan Zakaria, Mohamad Ikram Zarnelly Zarnelly Zuhri, Bahtiar Amin Zuhri, Mursid Zulfirman, Ubaid Zuriati, Zuriati