p-Index From 2021 - 2026
40.568
P-Index
This Author published in this journals
All Journal International Journal of Electrical and Computer Engineering Ahkam: Jurnal Ilmu Syariah Inersia : Jurnal Teknik Sipil dan Arsitektur BAHASANTODEA BALI MEDICAL JOURNAL (BMJ) Jurnal Presipitasi : Media Komunikasi dan Pengembangan Teknik Lingkungan JURNAL SAINS PERTANIAN EQUATOR Jurnal Pendidikan dan Pembelajaran Khatulistiwa (JPPK) SUPREMASI: Jurnal Pemikiran, Penelitian Ilmu-Ilmu Sosial, Hukum dan Pengajarannya Jurnal Sains dan Teknologi Warta Rimba BAHASA DAN SASTRA Pattingalloang : Jurnal Pemikiran Pendidikan dan Penelitian Kesejarahan Jurnal Rekavasi Jurnal Ilmu dan Industri Peternakan Jurnal Online Mahasiswa (JOM) Bidang Ilmu Sosial dan Ilmu Politik Prosiding SNATIF Jurnal Ilmu Teknik ISLAMICA: Jurnal Studi Keislaman Rekayasa Mesin SITEKIN: Jurnal Sains, Teknologi dan Industri Inspiratif Pendidikan Journal of Degraded and Mining Lands Management Jurnal Ruas (Review of Urbanism and Architectural Studies) AGRIVITA, Journal of Agricultural Science Islam Futura Indonesian Journal of Pharmaceutical Science and Technology Indonesian Journal of Tropical and Infectious Disease Proceeding Seminar LPPM UMP Tahun 2014 Jurnal Zeolit Indonesia El-Mashlahah Jurnal Teknik Sipil JURISDICTIE Jurnal Hukum dan Syariah Religious: Jurnal Studi Agama-Agama dan Lintas Budaya Science and Technology Indonesia AL QUDS : Jurnal Studi Alquran dan Hadis Health Notions AL-IDARAH: JURNAL KEPENDIDIKAN ISLAM Jurnal Sains Teknologi dan Lingkungan (JSTL) Tadbir : Jurnal Studi Manajemen Pendidikan Jurnal Teknik Industri : Jurnal Hasil Penelitian dan Karya Ilmiah dalam Bidang Teknik Industri JKTP: Jurnal Kajian Teknologi Pendidikan SAMARAH: Jurnal Hukum Keluarga dan Hukum Islam Indonesian Mining Journal Jurnal At-Tibyan: Jurnal Ilmu Alqur’an dan Tafsir Pendas : Jurnah Ilmiah Pendidikan Dasar Journal EVALUASI SIKLUS: Jurnal Teknik Sipil Jurnal Agrotek Tropika Chemistry Indonesian Journal of Chemical Research Media Akuakultur TAZKIR: Jurnal Penelitian Ilmu-ilmu Sosial dan Keislaman Martabe : Jurnal Pengabdian Kepada Masyarakat JURNAL PengaMAS Jurnal Kolaboratif Sains NUANSA Tribakti: jurnal pemikiran keIslaman At-Tafkir Jurnal Basicedu Journal of Education Technology Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI) NISBAH: JURNAL PERBANKAN SYARIAH EQIEN - JURNAL EKONOMI DAN BISNIS Jurnal Pengabdian Magister Pendidikan IPA Jurnal At-Tarbiyat (Jurnal Pendidikan Islam) JURTEKSI Jurdimas (Jurnal Pengabdian Kepada Masyarakat) Royal JOURNAL OF SCIENCE AND SOCIAL RESEARCH Majalah Ilmiah Pengkajian Industri Unes Law Review Voices of English Language Education Society SKETSA : Jurnal Ilmu-Ilmu Sosial Jurnal TAMBORA Metalurgi Pusaka : Jurnal Khazanah Keagamaan Madinah: Jurnal Studi Islam JIKAP PGSD: Jurnal Ilmiah Ilmu Kependidikan Jurnal Review Pendidikan dan Pengajaran (JRPP) Jurnal Gema Ngabdi Technologia: Jurnal Ilmiah SCAFFOLDING: Jurnal Pendidikan Islam dan Multikulturalisme Al-Khidmat : Jurnal Ilmiah Pengabdian Kepada Masyarakat AVICENNA J-Kesmas: Jurnal Kesehatan Masyarakat (Indonesian Journal of Public Health) Jurnal Agroplasma Jurnal Tekno Babul Ilmi Jurnal Ilmiah Multi Science Kesehatan Indonesia Accounting Journal Al-Bukhari: Jurnal Ilmu Hadis Jurnal Vokasi Al-Misbah : Jurnal Islamic Studies Grouper: Jurnal Ilmiah Perikanan Jurnal Ilmiah Profesi Pendidikan Jurnal Ilmiah Al-Mu'ashirah: Media Kajian Al-Qur'an dan Al-Hadits Multi Perspektif jurnal Teknik Industri - Unisi JPKMI (Jurnal Pengabdian Kepada Masyarakat Indonesia) Jurnal Sains Komputer dan Teknologi Informasi Agroekotek View Al Huquq : Journal of Indonesian Islamic Economic Law Journal of Classroom Action Research Community Development Journal: Jurnal Pengabdian Masyarakat Liwaul Dakwah: Jurnal Kajian Dakwah dan Masyarakat Islam Jurnal Sakinah : Journal of Islamic and Social Studies BERNAS: Jurnal Pengabdian Kepada Masyarakat Mitra PGMI: Jurnal Kependidikan MI Scientia: Jurnal Hasil Penelitian SELODANG MAYANG Darul Ilmi: Jurnal Ilmu Kependidikan dan Keislaman Jurnal Al-Irsyad: Jurnal Bimbingan Konseling Islam TADBIR: Jurnal Manajemen Dakwah FDIK IAIN Padangsidimpuan Jurnal Pengabdian kepada Masyarakat Nusantara Riwayah : Jurnal Studi Hadis Jurnal Penelitian Jurnal Pengabdian Masyarakat Asia Al-Adyan: Journal of Religious Studies Awwaliyah Jurnal Riset Teknologi Pencegahan Pencemaran Industri Jurnal Poster Pirata Syandana El-kahfi : Journal of Islamic economics El-Hekam : Jurnal Studi Keislaman AL-AF'IDAH: Jurnal Pendidikan Bahasa Arab dan Pengajarannya Jurnal Kependidikan: Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran dan Pembelajaran International Journal of Social Learning (IJSL) Abdimas: Papua Journal Of Community Service Jutsi: Jurnal Teknologi dan Sistem Informasi Ruwa Jurai: Jurnal Kesehatan Lingkungan LEARNING : Jurnal Inovasi Penelitian Pendidikan dan Pembelajaran EDUTECH : Jurnal Inovasi Pendidikan Berbantuan Teknologi Jurnal Rekayasa, Teknologi, dan Sains PAMALI: Pattimura Magister Law Review Jurnal Pengabdian Masyarakat (ABDIRA) Instal : Jurnal Komputer Al-Mutsla: Jurnal Ilmu-Ilmu Keislaman dan Kemasyarakatan International Journal of Social Service and Research Jurnal Teknisi Action Research Literate (ARL) Tarjih Tropical Livestock Journal Andalasian International Journal of Applied Science, Engineering, and Technology Jurnal Manajemen Dan Bisnis Brilliance: Research of Artificial Intelligence Collegium Studiosum Journal Jurnal Ilmu Akuntansi dan Bisnis Syariah (AKSY) ALMUJTAMAE: Jurnal Pengabdian Masyarakat Jurnal Pendidikan dan Pembelajaran Sekolah Dasar (JPPSD) INVENTION: Journal Research and Education Studies JIPMukjt:Jurnal Ilmu Pendidikan Muhammadiyah Kramat Djati Bussman Journal : Indonesian Journal of Business and Management Journal of Electrical Vocational Teacher Education Indonesian Journal of Information Technology and Computing (IMAGING) Edu Society: Jurnal Pendidikan, Ilmu Sosial dan Pengabdian Kepada Masyarakat Jurnal Agricultural Biosystem Engineering Global Journal Basic Education Jurnal Informatika dan Teknologi Informasi JEELS (Journal of English Education and Linguistics Studies) Lensa Ilmiah: Jurnal Manajemen dan Sumberdaya EKONOMIKA SYARIAH : Journal of Economic Studies Jurnal Basicedu Trunojoyo Law Review Jurnal Hasil Pengabdian Masyarakat (JURIBMAS) Dirasatul Ibtidaiyah Jurnal Karya Abdi Masyarakat INOVASI: Jurnal Hasil Pengabdian Masyarakat Limbago: Journal of Constitutional Law Jurnal Pemberdayaan Sosial dan Teknologi Masyarakat ANTHOR: Education and Learning Journal Jurnal Pepadu Journal of Artificial Intelligence and Digital Business Jurnal Teknologi Pendidikan All Fields of Science Journal Liaison Academia and Sosiety Ar-Raihanah: Jurnal Pendidikan Islam Anak Usia Dini Jurnal Al-Kifayah: Ilmu Tarbiyah dan Keguruan Indonesian Research Journal on Education AL HUKMU: Journal of Islamic Law and Economics JURNAL PENDIDIKAN DAN KEGURUAN Jurnal Higiene Sanitasi Aqwal: Journal of Quran and Hadies Studies Madani: Multidisciplinary Scientific Journal Jurnal Pendidikan dan Pengabdian Masyarakat JISIP UNJA (Jurnal Ilmu Sosial Ilmu Politik Universitas Jambi) Journal Microbiology Science Jurnal Inovasi Pendidikan dan Teknologi Informasi (JIPTI) TAJDID: Jurnal Ilmu Ushuluddin Jurnal Pengabdian Harapan Bangsa Mu'amalah : Jurnal Hukum Ekonomi Syariah Majalah Cendekia Mengabdi TOFEDU: The Future of Education Journal CARE: Jurnal Pengabdian Multi Disiplin Journal of Insan Mulia Education Baitul Hikmah: Jurnal Ilmiah Keislaman RJOCS (Riau Journal of Computer Science) International Journal of Elementary School Teacher (IJEST) Jurnal Pendidikan Kimia Unkhair (JPKU) Journal of Islamic Education El Madani IJLHE: International Journal of Language, Humanities, and Education ARKANA: Jurnal Komunikasi dan Media Journal Education and Government Wiyata Ta'dib West Science Social and Humanities Studies NALAR: Journal Of Law and Sharia SEWAGATI: Jurnal Pengabdian Kepada Masyarakat Jurnal Pengabdian Masyarakat JURUTERA (Jurnal Umum Teknik Terapan) Jurnal Teknologi Pendidikan Jurnal Komprehenshif Jurnal Interdisipliner Sosiologi Agama Darma Diksani: Jurnal Pengabdian Ilmu Pendidikan, Sosial, dan Humaniora Kanun: Jurnal Ilmu Hukum Al-Bahjah Journal of Islamic Education Management ASNAF Journal of Authentic Research Jurnal Masyarakat Berdikari dan Berkarya (MARDIKA) Jurnal Teknik Sipil Jurnal Svasta Harena Rafflesia Studi Multidisipliner: Jurnal Kajian Keislaman FATHIR: Jurnal Studi Islam Jurnal Sains Sistem Informasi Jurnal Polimesin Journal of Transcendental Law Qomaruna Journal of English Education Forum (JEEF) Journal of Excellence Humanities and Religiosity Journal of Islamic Law El Madani Liwaul Dakwah: Jurnal Kajian Dakwah dan Masyarakat Islam Tribakti: Jurnal Pemikiran Keislaman Journal of Economic Resilience and Sustainable Development Prosiding Dedikasi: Pengabdian Mahasiswa Kepada Masyarakat Alamtana Fundamental : Jurnal Ilmiah Hukum Moderation: Journal of Islamic Studies Review Joong-Ki ANTHOR: Education and Learning Journal Al-Hashif: Jurnal Pendidikan dan Pendidikan Islam Signal and Image Processing Letters V-Machine: Vocational and Mechanical Community Service Journal (Jurnal Pengabdian Masyarakat) Jurnal At-Tadbir: Media Hukum dan Pendidikan Tintamas: Jurnal Pengabdian Indonesia Emas Hadara : Journal of Da'wah and Islamic Civilization Al-Umm: Jurnal Pengabdian dan Pengembangan Masyarakat Edulaw : Journal of Islamic Law and Yurisprudance Jurnal Logitech : Logika Technology Proceedings of The International Conference on Computer Science, Engineering, Social Sciences, and Multidisciplinary Studies Khidmatan Folia Medica Indonesiana Economia: Journal of Economics and Management Jurnal Ilmiah Administrasi Publik BISNIS : Jurnal Bisnis dan Manajemen Islam JUSS (Jurnal Sains dan Sistem Informasi)
Claim Missing Document
Check
Articles

PENERAPAN MFEP DALAM MEREKOMENDASIKAN PENERIMA PINJAMAN MODAL USAHA KECIL MENENGAH DI BUMDES TANJUNG ASRI Irianto, Irianto; Amin, Muhammad; Maulana, Cecep
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol 8, No 2 (2025): May 2025
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v8i2.3085

Abstract

Abstract: Determining loan recipients for Small and Medium Enterprises (SMEs) at BUMDes Tanjung Asri requires an objective method to ensure that assistance is provided to truly eligible parties. This study applies the Multi-Factor Evaluation Process (MFEP) method to provide more structured recommendations based on relevant criteria. The evaluation process includes factors such as business feasibility, loan repayment ability, business experience, and other financial aspects. Data were collected through interviews and document studies, then analyzed using the MFEP method to rank loan applicants. The results indicate that the implementation of MFEP enhances transparency and accuracy in decision-making compared to conventional methods. With an MFEP-based system, BUMDes Tanjung Asri can allocate funds more effectively, ensuring targeted financial support and promoting sustainable local economic growth. Keywords: MFEP, Recommendation, Business Loan, UKM, BUMDes Abstrak: Penentuan penerima pinjaman modal bagi Usaha Kecil Menengah (UKM) di BUMDes Tanjung Asri memerlukan metode yang objektif agar bantuan dapat diberikan kepada pihak yang benar-benar layak. Penelitian ini menerapkan metode Multi-Factor Evaluation Process (MFEP) untuk memberikan rekomendasi yang lebih terstruktur dan berbasis kriteria yang relevan. Faktor-faktor yang digunakan dalam proses evaluasi meliputi kelayakan usaha, kemampuan pengembalian pinjaman, pengalaman usaha, serta aspek finansial lainnya. Data dikumpulkan melalui wawancara dan studi dokumentasi, kemudian dianalisis menggunakan metode MFEP untuk menghasilkan peringkat calon penerima pinjaman. Hasil penelitian menunjukkan bahwa penerapan MFEP dapat meningkatkan transparansi dan akurasi dalam pengambilan keputusan dibandingkan metode konvensional. Dengan adanya sistem berbasis MFEP, BUMDes Tanjung Asri dapat mengalokasikan dana secara lebih tepat sasaran, sehingga mendukung pertumbuhan ekonomi lokal secara berkelanjutan. Kata kunci: MFEP, Rekomendasi, Pinjaman Modal, UKM, BUMDes
PENINGKATAN LITERASI KEAMANAN PANGAN SISWA SMA MELALUI ANALISIS NITRAT DAN NITRIT DENGAN INSTRUMEN KROMATOGRAFI ION Amin, Muhammad; Merlin, Merlin; Walanda, Sarni S.
-
Publisher : LPPM UNIVERSITAS KHAIRUN

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33387/pengamas.v8i3.10049

Abstract

Pelatihan deteksi nitrat (NO₃⁻) dan nitrit (NO₂⁻) pada makanan dan minuman berbasis Kromatografi Ion (IC) telah dilaksanakan di SMA IT AL-BINA Kota Ternate sebagai bagian dari kegiatan pengabdian masyarakat Program Studi Pendidikan Kimia, Universitas Khairun. Kegiatan ini bertujuan untuk meningkatkan literasi sains dan kesadaran keamanan pangan siswa melalui kombinasi pembelajaran teori dan praktik. Sebanyak 25 siswa mengikuti pelatihan yang terdiri atas pre-test, edukasi, praktikum, dan post-test. Soal pre-test dan post-test terdiri dari 25 soal identik. Hasil analisis menunjukkan peningkatan nilai rata-rata dari 59,20 (pre-test) menjadi 84,40 (post-test), dengan skor N-Gain sebesar 0,62 yang menunjukkan peningkatan dalam kategori sedang. Selain itu, hasil analisis laboratorium menunjukkan bahwa dari tiga sampel (sosis, roti, dan air minum), tidak ditemukan kandungan nitrit (di bawah batas deteksi), dan kandungan nitrat yang ditemukan masih di bawah ambang batas aman sesuai standar WHO dan BPOM. Kegiatan ini menunjukkan bahwa pendekatan berbasis instrumen IC efektif digunakan dalam edukasi keamanan pangan dan dapat direplikasi di sekolah lain sebagai model pembelajaran sains berbasis laboratorium.
STRATEGI MANAJEMEN SUMBER DAYA MANUSIA ADAPTIF BERBASIS KEARIFAN LOKAL UNTUK PENGUATAN KEBERLANJUTAN ORGANISASI KEPEMUDAAN DI PADUKUHAN KEMIRI Makmun, Muhammad Adib; Amin, Muhammad; Aisya, Azzah Rihadatul
khidmatan Vol 5 No 2 (2025): Khidmatan
Publisher : Institut Agama Islam Syubbanul Wathon Magelang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61136/8njt0020

Abstract

Youth organizations are strategic assets that often face critical challenges such as weak volunteer human resource management and organizational dormancy, as observed in Kemiri Hamlet. This community service project aims to implement an Adaptive Human Resource Management (HRM) Strategy using the Participatory Action Research (PAR) approach. This strategy was executed by repositioning the roles of youth and establishing flexible work mechanisms. The results demonstrate a systemic transformation through the renewal of a more functional organizational structure and the establishment of "Karawitan" (traditional music) as a cultural instrument to enhance member retention and engagement. The integration of local wisdom-based activities into the work program proved effective in increasing volunteer motivation and ensuring the institutional sustainability of the youth organization. This adaptive HRM approach successfully shifted the organizational pattern from a rigid structure to one based on interests and talents, which is crucial for the sustainability of volunteer organizations at the rural level.
Classification of Obesity Using The Naïve Bayes Method and K-Nearest Neighbor Ari, Ilham Asy; Amin, Muhammad; Saputra, Andi; Irianto, Irianto; Manurung, Nuriadi
JURNAL TEKNISI Vol 6, No 1 (2026): February 2026
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/teknisi.v6i1.5529

Abstract

Abstract: Obesity is a major health problem that significantly impacts quality of life and can trigger various chronic diseases. Early detection of obesity levels is crucial for public health management, but traditional methods such as BMI often have limitations. Solution: This study proposes a data mining-based approach using feature engineering techniques to improve the accuracy of obesity classification. The purpose of this study is to classify obesity levels and compare the performance of Naïve Bayes and K-Nearest Neighbor (KNN) methods. This research method includes preprocessing stages, feature extraction using Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA), feature selection using CFS and Chi-Square, classification with Naïve Bayes and KNN, and model evaluation using accuracy and confusion matrix on 2,111 data sets from Kaggle. The results of this study show that on the original data without LDA, KNN achieves a higher accuracy (88.41%) than Naïve Bayes (63.82%). However, after using LDA, the accuracy of Naïve Bayes increased sharply to 93.61%, surpassing KNN's 92.19%. The study concluded that KNN was more effective on raw data, while Naïve Bayes was more optimal when combined with LDA-based dimensionality reduction. Keyword:  classification_ naïve_bayes; data mining; k-nearest neighbor; obesity; LDA; PCA.  Abstract: Obesitas merupakan salah satu masalah kesehatan utama yang berdampak signifikan pada kualitas hidup dan dapat memicu berbagai penyakit kronis. Deteksi dini tingkat obesitas sangat krusial untuk manajemen kesehatan masyarakat, namun metode tradisional seperti BMI seringkali memiliki keterbatasan. Solusi: Penelitian ini mengusulkan pendekatan berbasis penambangan data (data mining) menggunakan teknik rekayasa fitur untuk meningkatkan akurasi klasifikasi tingkat obesitas. Tujuan penelitian ini adalah untuk mengklasifikasikan tingkat obesitas dan membandingkan kinerja metode Naïve Bayes dan K-Nearest Neighbor (KNN). Metode penelitian ini mencakup tahap prapemrosesan, ekstraksi fitur menggunakan Principal Component Analysis (PCA) dan Linear Discriminant Analysis (LDA), seleksi fitur menggunakan CFS dan Chi-Square, klasifikasi dengan Naïve Bayes dan KNN, serta evaluasi model menggunakan accuracy dan confusion matrix pada 2.111 data dari Kaggle. Hasil penelitian ini menunjukkan bahwa pada data asli tanpa LDA, KNN mencapai akurasi lebih tinggi (88,41%) dibandingkan Naïve Bayes (63,82%). Namun, setelah penggunaan LDA, akurasi Naïve Bayes meningkat tajam menjadi 93,61%, melampaui KNN yang mencapai 92,19%. Kesimpulan dari penelitian ini adalah KNN lebih efektif pada data mentah, sedangkan Naïve Bayes menjadi lebih optimal ketika dikombinasikan dengan reduksi dimensi berbasis LDA. Keywords: klasifikasi naïve bayes; k-nearest neighbor; obesitas; PCA; penambangan data; LDA
A Tabu Search Approach for Capacitated Vehicle Routing with Pickup and Delivery in Motorcycle-Based Urban Logistics under Traffic and Weather Constraints Rizani, Fitri; Ananda Faridhatul Ulva; Muslem, Imam; Amin, Muhammad
Bahasa Indonesia Vol 17 No 10 (2025): Instal : Jurnal Komputer
Publisher : Cattleya Darmaya Fortuna

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54209/jurnalinstall.v17i10.449

Abstract

Motorcycle-based couriers play an essential role in urban logistics due to their flexibility and efficiency in congested environments. However, limited vehicle capacity combined with simultaneous delivery and pickup activities makes route planning a complex optimization problem. This study addresses the Capacitated Vehicle Routing Problem with Pickup and Delivery (CVRPPD) for motorcycle couriers by incorporating traffic congestion and weather conditions into the travel cost model. A Tabu Search metaheuristic is proposed to optimize routing decisions while simultaneously determining the optimal number of vehicles under a dynamic load constraint. The objective function is formulated using a lexicographic approach, prioritizing the minimization of the number of vehicles followed by the minimization of total travel cost, which is influenced by distance, traffic level, and weather condition. Computational experiments were conducted on a dataset consisting of one depot and 50 customers, with a maximum vehicle capacity of 30 kg. The simulation results demonstrate that the proposed approach consistently identifies an optimal solution using five motorcycles, which corresponds to the theoretical lower bound derived from total pickup demand. All customers are served exactly once without violating capacity constraints, and the maximum vehicle load reaches the allowable limit of 30 kg. The total travel cost obtained is 1316.262, indicating efficient route construction under dynamic environmental conditions. These results confirm that Tabu Search is an effective and robust approach for solving CVRPPD in motorcycle-based urban logistics, particularly when realistic operational factors such as traffic congestion and weather variability are considered.
ANALISIS PENANGANAN DATA TIDAK SEIMBANG TERHADAP KINERJA KLASIFIKASI SENTIMEN MULTIKELAS PADA ULASAN MARKETPLACE TOKOPEDIA Alfarizi, Nauval; Sinurat, Satria; Putra, Adi; Amin, Muhammad; Lydia, Prima
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol 9, No 1 (2026): February 2026
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v9i1.5804

Abstract

Abstract: The development of digital marketplaces has led to an increasing number of user reviews, which can be used to understand consumer perceptions of products and services. However, sentiment analysis in marketplace reviews faces a major challenge: class imbalance, where positive sentiment often dominates to an extreme. This study aims to analyze the effects of various imbalanced data-handling techniques on the performance of machine-learning-based multiclass sentiment classification in Tokopedia marketplace reviews. The dataset used consists of 56,981 reviews with three sentiment classes, with more than 97% of them being positive. Feature extraction was performed using the TF-IDF method, resulting in 17,765 features. The handling of data imbalance was tested through four scenarios: class weighting, Random Oversampling, SMOTE, and ADASYN, with the Naive Bayes, Logistic Regression, and Random Forest algorithms. The experimental results show that Random Forest with SMOTE achieves the highest accuracy of 0.9749 but has limitations in recognizing minority classes, with a recall of 0.3786. In contrast, Logistic Regression with Random Oversampling provides the most balanced performance with the highest F1-score (macro) value of 0.4992 and recall of 0.5866. Keywords: Analysis, Sentiment, Imbalanced Data, Multi-Class Classification F1-Score Abstrak: Perkembangan marketplace digital menyebabkan meningkatnya jumlah ulasan pengguna yang dapat dimanfaatkan untuk memahami persepsi konsumen terhadap produk dan layanan. Namun, analisis sentimen pada ulasan marketplace menghadapi tantangan utama berupa ketidakseimbangan distribusi kelas, di mana sentimen positif sering kali mendominasi secara ekstrem. Penelitian ini bertujuan untuk menganalisis pengaruh berbagai teknik penanganan data tidak seimbang terhadap kinerja klasifikasi sentimen multikelas pada ulasan marketplace Tokopedia berbasis machine learning. Dataset yang digunakan terdiri dari 56.981 ulasan dengan tiga kelas sentiment, di mana proporsi sentimen positif mencapai lebih dari 97%. Ekstraksi fitur dilakukan menggunakan metode TF-IDF yang menghasilkan 17.765 fitur. Penanganan ketidakseimbangan data diuji melalui empat skenario, yaitu class weighting, Random Oversampling, SMOTE, dan ADASYN, dengan algoritma Naive Bayes, Logistic Regression, dan Random Forest. Hasil eksperimen menunjukkan bahwa Random Forest dengan SMOTE menghasilkan akurasi tertinggi sebesar 0,9749, namun memiliki keterbatasan dalam mengenali kelas minoritas dengan nilai recall 0,3786. Sebaliknya, Logistic Regression dengan Random Oversampling memberikan performa paling seimbang dengan nilai F1-score (macro) tertinggi sebesar 0,4992 dan recall 0,5866. Kata kunci: Analisis, Sentimen, Data Tidak Seimbang, Klasifikasi Multi Kelas F1-Score
HUBUNGAN MOTIVASI RELIGIUS DENGAN PENINGKATAN PRESTASI BELAJAR PESERTA DIDIK Amin, Muhammad
Inspiratif Pendidikan Vol 9 No 1 (2020): JUNE
Publisher : Universitas Islam Negeri Alauddin Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/ip.v9i1.13752

Abstract

One of the main benchmarks for perceiving the triumph of learning of student is by beholding the extent to which learning achievements are attained. Learning achievement is the degree to which student’s knowledge of the given material is received.This study focuses on the extent to which religious motivation of the students relates to their learning achievements. Data were obtained by using a questionnaire. The subjects of this study were 116 students of Madrasah Aliyah Negeri 1 Makassar. The data were analyze with descriptive correlational analysis.The result of this study indicates a significant relationship between religious motivation and student achievements. There is 0,233 of correlation coefficient with a significance of 0,001. Hypothesis was tested by comparing the significance level (p-value)with matrix that if the significance is 0,05 then Ho is accepted, if significance <0,05, then Ho is rejected and Ha is accepted. In this case, it could be seen that there is 0,233 of the correlation coefficient with 0,001 if significance. Owing to that significance which is <0.05  then Ho is rejected and Ha is accepted.        
Sugar Palm Metabolism and Tolerance to Climate Change: A Little-Known Study of Physiology, Anatomy, and Biochemistry Wisnubroto, Muhammad Parikesit; Cahyo, Andi Nur; Phuoc, Le Huu; Amin, Muhammad; Ernawati, Ernawati
AGRIVITA Journal of Agricultural Science Vol 48, No 1 (2026)
Publisher : Faculty of Agriculture University of Brawijaya in collaboration with PERAGI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.17503/agrivita.v48i1.4957

Abstract

Climate change is related to changes of climate patterns that impact unpredictable weather phenomena. These phenomena can include extreme heat, extremely low temperatures, drought, or extremely high rainfall. With high adaptability, sugar palm (Arenga pinnata Merr.) can be one of the conservative plants that have a vital role in mitigating global climate change. Sugar palms have a high ability of carbon dioxide (CO2) sequestration and store it in the form of biomass. The results of the review show that palm trees have an inherent tolerance mechanism, for example under dry conditions, sugar palm produces lignin to strengthen cell walls and increase antioxidant in the form of osmoprotectants. However, the lack of empirical data and detailed studies hinders a deeper understanding of the limits of this tolerance. This article highlights significant research gaps and recommends future studies to investigate in more detail gene-environment interactions, genetic adaptation potential, and the role of specific metabolites in sugar palm. Overall, sugar palm has a fairly high carbon absorption capacity of > 85 t/ha/year. Therefore, this article is expected to not only fill the knowledge gap but also serve as a foundation for conservation efforts and the sustainable use of sugar palm in facing global climate.
Penerapan Teorema Bayes pada Sistem Pakar untuk Diagnosis Infeksi Human Metapneumovirus (HMPV) Khairunnisa, Khairunnisa; Tambunan, Maha Valne Datin Mahfujah; Rambe, Siska Mayasari; Simanullang, Rahma Yuni; Syahri, Rahma; Utari, Utari; Wanny, Puspita; Amin, Muhammad
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 4 No. 4 (2026): November - January
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v4i4.5519

Abstract

Human Metapneumovirus (HMPV) adalah virus pernapasan yang dapat menimbulkan infeksi pada saluran pernapasan atas maupun bawah, khususnya pada kelompok yang memiliki risiko tinggi seperti anak-anak, lansia, serta individu dengan sistem kekebalan tubuh yang lemah. Secara klinis, infeksi HMPV menunjukkan gejala yang serupa dengan penyakit pernapasan lain, seperti influenza dan Respiratory Syncytial Virus (RSV), sehingga sering menimbulkan kesulitan dalam proses diagnosis pada tahap awal. Permasalahan ini semakin diperburuk oleh keterbatasan fasilitas pemeriksaan laboratorium khusus, misalnya RT-PCR, yang belum tersedia secara merata, terutama di daerah dengan keterbatasan sumber daya kesehatan. Penelitian ini bertujuan untuk merancang dan mengimplementasikan sistem pakar berbasis Teorema Bayes sebagai alat bantu dalam melakukan diagnosis dini infeksi HMPV berdasarkan gejala klinis yang dialami pasien. Pendekatan probabilistik melalui Teorema Bayes diterapkan untuk mengelola ketidakpastian data dengan menghitung tingkat kemungkinan terjadinya infeksi berdasarkan pembobotan gejala yang ditetapkan oleh pakar serta input yang diberikan oleh pengguna. Metode penelitian yang digunakan meliputi analisis permasalahan, pengumpulan data melalui studi literatur dan konsultasi pakar, serta pengembangan sistem pakar dengan mengintegrasikan Teorema Bayes. Sistem yang dikembangkan menganalisis dua belas gejala utama yang berkaitan dengan infeksi HMPV. Hasil pengujian menunjukkan bahwa sistem menghasilkan nilai probabilitas infeksi HMPV sebesar 80% yang termasuk dalam kategori hampir pasti. Temuan ini membuktikan bahwa penerapan Teorema Bayes dalam sistem pakar dapat berperan secara efektif dalam mendukung diagnosis dini infeksi HMPV, meningkatkan akurasi pengambilan keputusan medis, serta membantu tenaga kesehatan dalam memberikan penanganan awal yang lebih cepat dan tepat.
Analisis Konten dan Dampak Akun Instagram "Konseling Sebaya" (Peer Counseling) terhadap Pengetahuan Kesehatan Mental Remaja Perkotaan Amin, Muhammad; Batubara, Hakiki Annisa; Rachman, Arief
EDU SOCIETY: JURNAL PENDIDIKAN, ILMU SOSIAL DAN PENGABDIAN KEPADA MASYARAKAT Vol. 5 No. 3 (2025): Oktober 2025 - Januari 2026
Publisher : Association of Islamic Education Managers (Permapendis) Indonesia, North Sumatra Province

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56832/edu.v5i3.2706

Abstract

Kesenjangan antara tingginya kebutuhan kesehatan mental remaja perkotaan dengan hambatan akses layanan profesional memicu munculnya akun Instagram “Konseling Sebaya” sebagai alternatif dukungan. Penelitian ini bertujuan untuk menganalisis karakteristik konten dan mendalami dampaknya terhadap pengetahuan kesehatan mental remaja. Dengan pendekatan metode campuran sekuensial, penelitian ini mengombinasikan analisis isi kuantitatif terhadap 812 postingan dari tiga akun terpilih dan studi fenomenologi melalui wawancara mendalam dengan 12 remaja pengikut di wilayah perkotaan Sumatera Utara. Hasil penelitian menunjukkan bahwa akun-akun tersebut mendominasi konten psikoedukasi (58%) dan strategi koping (32%) yang dikemas dengan bahasa informal serta fitur interaktif untuk membangun kedekatan. Strategi ini efektif meningkatkan literasi dasar dan menormalisasi isu kesehatan mental di kalangan remaja. Namun, konten cenderung superfisial, minim rujukan, dan belum optimal dalam mendorong niat mencari pertolongan profesional, sehingga berpotensi menciptakan ilusi pemahaman. Simpulan penelitian ini menggarisbawahi bahwa akun “Konseling Sebaya” berfungsi sebagai pintu masuk pengetahuan yang efektif, tetapi diperlukan kolaborasi dengan tenaga profesional untuk mengubah kesadaran menjadi aksi nyata dan menyempurnakan perannya dalam ekosistem kesehatan mental remaja.
Co-Authors -, Iswidodo -, merlin . Darniati A. Abdullah, Nasruddin A. Zarkasi Abda Abda Abdul Kadir Abdul Malik Abdul Muin Sibuea Abdul Syukur Abdul Wahid Abdullah, Mu'in abita, chairini Achmad Isya Alfassa Achmad Syarifudin, Achmad Adi Chandra, Herry Adi Putra Adil Jamali, Adil Adimas Saputra, Reka Adipradana, Arrizka Yanuar Adiyati, Noor Adlani Hasrun, Muh. Nazri Adnan Adnan Adnan Adnan, Indra Muchlis Adwijaya, Aditia Adyatma, Sandy Afandi, Adi Mas Afhdal, Khairul Afriza Agina, Meri Agung Wibowo, Dwi Agus Junaidi Agus, A. Aco Agus, Aulia Agus, Rahmadi Agusni Yahya Agustian Agustian Ahmad Ahmad Ahmad Ahmad Badruddin Ahmad Junaidi Ahmad Mashadi Ahmad Mukri Aji Ahmad Nizar Rangkuti Ahmad Ridho Ahmad Sidik Ahmad Suriansyah Ahmed, Tanjeel Aini, Muhammad Noor Aini, Saripah Ainun Wulandari Aisah, Mutiara Nur Aisya, Azzah Rihadatul Akbar, Gamal Akhyar Akhyar Akmal Ridwan Akmaliyah Akmaliyah Al Gifari, Zaid Al Muttaqii, Muhammad Al Panzil, Mutiara Fadilah Alauf, Andra Aldika, Iqbal Alfarizi, Nauval Alfathya, Roro Ranti Dea Alfian Ma’arif Alfian, Ali Alfiqar, M. Rangga Sahid Ali Parkhan Alkhair, Alkhair Almeina Loebis, Iin Almira Amir Alon, Frances amalia pratiwi, eva Amalia Wahyuningsih, Lisda Amanda, Dwika Melani Amanda, Jihan Fhara Amelia, Ayu Amin, Nahdiah Aminurrahman Aminuyati Amrullah Amrullah Amrullah Ananda Faridhatul Ulva Anang Sedyohutomo Anas Alhifni Andani, Evi Andaru, Nibras Andhika Putri, Nadya Andi Aco Agus, Andi Aco Andi Muadz Palerangi Andi Nur Cahyo Andi Saputra Andini, Riddo Andini, Tiara Andjani, Jessica Tamia Andre Rachmat Scabra ANDRIANSYAH Aningtyas, Vebri Annisa Saroya, Tengku Annisa, Dira Ayu Ansorullah Anti, Hardianti Dian Anwar, Ghoitsa Zahra Khoerul Anzaikhan, M. Apgrianto, Kurniawan Aprilia, Katharina Tyas Aprimal Aprimal, Aprimal Aqsha, Muhammad Hizbul Arafiq Arafiq, Arafiq Aramudin Arfah, Hajriana Ari, Ilham Asy Arief Rachman Arif Jaya Arif, Zainal Arifin, Mohamad Zaenal Arifin, Muhammad Riski ARIFUDDIN Arifuddin Arifuddin Arifuddin, Muhammad Ariyanto Arifuddin, Muhammad Ariyanto Arifuddin Ariyana, Muto'ah Intan Armainingsih, Armainingsih Armyn Hasibuan Arridha Zikra Syah Arsi, Syofna Arsyadt, Arsyadt Artarini, Ni Putu Sita Aryanti, Fhebby Novit Asmaul Khusnah Asniati Bindas Asshidiq, Miftahul Huda Astina, Chahayu Asy’ari, Ilham Atjo, Syamsuryani Eka Putri Aulya Putri, Febrina Awaluddin Muin, Awaluddin Awanda Sari, Windi Ayaz Ali Khan, Ayaz Ali Ayu Purnamasari Azhari, Andi Sri Ayu Aziz Rahman HSB, Abdul Badawi, Afif Badruddin Baehaqi, B Bagus Dwi Hari Setyono Baharuddin Baharuddin Bahri bahri Baiti, Nanda Nurul Bambang Yulianto Bariyyah, Reyhana Khoirul Basri, Ahmad Hasanul Batubara, Siti Fatimah Baturante, Nur Jannah Baturante, Nurjana Beko Hendro Bekti Wiji Lestari Berdikari, Rendi Amanda Bhismoadi Tri Wahyu Faizal Bintang Agustina Pratiwi Bintang Pratiwi, Bintang Bintang Y.M. Sinaga, Bintang Y.M. Bintang, Muhammad Audya Birawidha, David Candra Birawidha, David Candra Boniesta Zulandha Melani Br Surbakti, Junita Bramayuda, Taufiq Budi Suprapti Candra Birawidha, David Chairul Rizal Chambioso, Yugo Chandra, Herry Adi Cipta, Indra Clarasati, Frista Crismeilani, Kadek Cut Fauziah Cut, Banta Dahmiri Dahriansyah, Dahriansyah Daiman, Fanina Dalimunthe, Irwan Saleh Dalimunthe, Latifah Annum Daniel Happy Putra Darajat, Achmad Rafi'ud Defry Basrin Dendi Adi Saputra M, Dendi Adi DH, Satriani Dhelia, Nur Diamahesa, Wastu Ayu Dianita Ekawati Digor Mufti DINA AMPERA Diniariwisan, Damai Dodi Saputra Dohi, Muhammad Eddy Bagus Wasito Eduard Yohannis Tamaela Efendi Hutagalung, Jhonson Eka Fitriana Eka Putra Ekawati, Fakhriani Eko Hariyanto Elamnisa, Wiwin Elhamida Rezkia Amien Elman, Moh. ELMIANA, DEWI Elmiana, Dewi Satria Elsa Sriwahyuni Emzaed, Ali Murtadho Endang Purnama Dewi Erika Marfiani Erlangga Erlangga Erna Mulyati Ernawati Ernawati Erry Fitrya Primadhany Erwin Astha Triyono Erwin Prawiro, Erwin Erwin, Yulias F.Y. Khosmas Fadhilatul Hikmah, Wahyu Fadillah, Muammar Fadlan Muin Fahmi, Ismail Fahriana, Nina Fairuz, Agredetya Nada Faizal, Bhismoadi Tri Wahyu Fajri, Haikal Falin, Wenny Septiana Faradila, Qoonitah Fariq Azhar Farmasari, Santi Fata, Nahriyah Fatah, Faisal Fatmalia, Nabila Faturrahman Fatwa, Andi Muhammad Fauzan Fauzia, Arisna Fauziah, Rizky Fayed, Ahmad Jihad Al Fazri Amir Fendy Suhariadi Fictoria, Nur Hamizza Firdasari Firdasari FIRMAN UMAR, FIRMAN Firmansyah Putra Firmanto, Taufik FITRIANI, VICTORIA YULITA Fitriayu, Suci Fitriyani, Resti Fittah R, Andi Muh Aksan Gasali M, M Gatot Soegiarto Ghulam Nabi, Ghulam Gifari, Dimas Rizaldi Al Ginting, Suma Fachruri Gufran, Gufran Gumilar, Setia Gunadi Widi Nurcahyo Guswanti, Nelia H, Anton Sapto Habib, Muhammad Hamdan Habibi, Ananda Habibie, Ramadhani Alfin Hadi, Indra Kesuma Hainur Rasyid Hakiki Annisa Batubara Halil, Fitriani Halim Vizar, Mhd. Raqhil Hamdani Umar Hamdani, Ripi Hamidah . Harahap, Indra Ramadona Hardiyansyah, Rakhmat Harju, Leon Mitra Harmayani Harun Sitompul Harun, Nur Afiyanti hary maiky sudaryadi, hary maiky Hasanah, Azzahrassyifa Hasfi, Hadyan Hatta, Candra Hatta, M Hendar Riyadi, Hendar Hendronursito, Yusuf Hendry, Yuslan Idris Herdiansyah Heri Kurniawan, Heri Hermalia, Nisa Hermansyah Hermansyah HERU LISTIONO Hery, Riri Nurfaathirany Hi Sergi, Yusup Hikam, Ahmad Bahrul Hj. Astina, MP, Ir Hoiriyah, Hoiriyah Howay, Korintus Husni Ibrahim Rahmat Ibrahim, Fitriana Ichwani, Jusri Ida Lestiawati Ihsan, Reza Noor Ika Permata Sari, Ika Permata Ikhwan Firhamsah Ilham Ilham Ilham Mulia Siregar Ilham Pratama, Daffa Ilyas Sadad Imaduddin, M. Asad Imaduddin, Muh. Asad Imam Abdul Aziz Imran Rachman Indah Mawarni, Pipit Indah Pratiwi Indah Puspita Sari, Indah Puspita Intan Sari Irawansah, Didik Irawansyah, Didik Irfan Qowwiyul Aziz Alhajj Irianto Irianto Irnawati, Icoh Irwan Fathurrochman, Irwan Irwan Sulistio Irwandi Irwansyah Irwansyah Iskandar, M. Yakub Isma, Faiz Ismail, Ashari Ismanto, Reno Ismayani, Rahmi Isnaini, Mh. Isnaini, Muh. Isnugroho, Kusno Isnugroho, Kusno Israjuna Ita, Muqtasidah Jamaludin, Muhamad Jamilah, Ika Imroatul Jaswadi Putera, Lalu Jayanegara, Hanissa I Jibril, Muhammad Juansyah, Yan Juhriati Julianti, Neneng Junaedi Junaedi Junaidi Junaidi Junaidi Juparno Hatta Juriono Juriono, Juriono Kamal, Safwan Kambu, John Regen Karni, Ine Karo Karo, Pulung Kasmar Kembaren, Bilka Khaeruddin Khaeruddin Khairunnisa Khairunnisa Khairunnisa, Ayang Khaldi, Refli Khambali, Khambali Khatipah Khatipah Kholiq, Nor Khuluq, Muhammad Sahlul Kun Anjani, Tik Kuncoro, Sapto Kurnia, Tuti Kurniadi, Riko Kurniasih, Anisa Kusmiyati Kusmiyati Kusrini, Elisa Kusuma, Anggieta Pahmawati Laila, Nurushhofa lailatun nurjanah, luluk Lakoro, Iski Laksmi Wulandari Laksmidevi Juwono, Ariadne Lalu Nurtaat, Lalu Laras, Windu Lenni Lestari, Lenni Lestari, Yuni Budi Lewerissa, Christina Martha Lidar, Goesdery Liestianty, Deasy Lingga, Leny Julia Lubis, Khairuddin Lutfi Fahrul Rizal, Lutfi Fahrul Lydia, Prima M. Hatta M. Yahya Machmud, Aris Maghfiro, Lailatul Mahalisa, Galih Mahardika, Dzikri Mahariah Mahyudin Ritonga Mahyuni Mahyuni Maimunah Makatita, Muhajir Makmun, Muhammad Adib Makmur Asyik Manurung, Nuriadi Maranatha, Daniel Mardianto Mardianto marhaban, nawawi MARIA BINTANG Maria Kristina, Maria Marjunus, Roniyus Marzuki Marzuki Masri, Mahyuzar Masri, Muhammed Sahrin Bin Haji Masri Matompo, Osgar S. Maulana Arafat Lubis Maulana, Cecep Maulani, Jauhari Mauraji, Ilham Mauraji, Ilham SW Mayasari, Nova Ma’rufah, Wahyuni Meilani, Kezia Yesi Meilany, Sherly Meldia Septiana Merlin Merlin, Merlin Mohamad Amin Mohammad, Ridho Rosyid Mohd. Fauzi, Irfan Mualimin Mualimin Muannif Ridwan Mubarok, Asnawi Muchlis Muchlis Mudofir Mufakhir, Fiqa Rofiq Mufti Amir Sultan, Mufti Amir Muhamad Yamin Noch Muhammad Aditya, Muhammad muhammad akib abro, muhammad akib Muhammad Danial Sentosa, Muhammad Danial Muhammad Eriton Muhammad Fadhil Muhammad Hasanuddin, Muhammad Muhammad Idris Muhammad Ilham Muhammad Iqbal FIrdaus, Muhammad Muhammad Nawir Muhammad Parikesit Wisnubroto Muhammad Rasyid Ridha Muhammad Risal, Muhammad Muhammad Subri Muhammad Sulaiman Muhammad Syukur Muhammad, Ivan Muin , Agus Alim Muin, Agus Alim Muliadi MULIADI -, MULIADI Muliadi, Jefri Muni, Abdul Munib Munib, Munib Muslem R, Imam Muslih Muslih Muslim Muslim Afandi Muslim, Suyitno Mustafiyanti, Mustafiyanti Mustapa, Erlangga Mustaqim, Bima Musyayaddah, Musyayaddah Muttaqii, Muhammad Al Muttaqqi, Muhammad Al Muyapa, Lukas Muyassir Muyassir Nabilah, Fadhillatun Nadiya Hijriana, Nadiya Naim, Muh Yusan Najminnur Hasanatun Nida Nandy Setiadi Djaya Putra Nasution, Abdusima Nasution, Erwin Yusuf Nasution, Mariam Nawawi Nawawi Nikmah Nikmah Nona Noviandy, Noviandy Novira Widajanti, Novira Novita , Yesi Novita Novita Nunu Mahnun Nur Aeni Waly Nur Anisa Nur Asbirayani Limatahu Nur Hasanah Nuraini, Ella Nurfatimah Sugrah Nurhani Nurhani Nurhasanah Nurhasanah Nuri Muahiddah Nurika, Yeni Nurjannah S Nurkartiko, Andri Nurkholis Nurkholis Nurmawati, Reni Prasetia Nurngain, Alfan Nurul Aisyah NURUL HIDAYAH Oktafri Oktafri, Oktafri Oktari , Rezi Oktarianita, Oktarianita Oktarina, Vivin Ermia Sarinari Yopan Oktaviando, Fany Oscar Yanuarianto, Oscar Pancarani, Anggun Melia Panosa, Alief Erwanda Pardede, Surya Maruli P Patrajaya, Rafik Pebrianto, Rosihan Perdana, Tio Arya Phuoc, Le Huu Praja Yusup, Erwanda Pratama, Sefto Pratiwi, Dina Audia Pratiwi, Ningsih Ika Pratiwi, Reysa Fattah Prayogo, Wisnu Prilitasari, Nurbaiti Marsas Priskap, Ridham Prof. Ir. Sofia W. Alisjahbana, M.Sc., Ph.D., Prof. Ir. Sofia W. Pulung Karo-Karo Pulungan, Samsuddin Purnamasari S, Ayu Purwanto Puspitasar, Setyani Dian Putera, Lalu Jaswadi Putra, Ryan Aryadin Putri, Nanda Damayanti Putri, Pristiyanilicia Putri, Zulfa Listiani Putriana, Silvia Qomarullah, Muhammad R. Rusli R.A Bustomi Rosadi R.A Murti Kusuma Wirasti Rabiatul Adawiyah Rachmania Rachmat Kosman, Rachmat Rades Putra, Auzai Rafii, Muhammad Rahayu, Agilistiya Rahayu, Evi Rahman, Muhammad Saidi Rahman, Nurhijriani Rahmat Hidayat Rahmatullah, Khairo Rajiman Rajiman Ramadani, Sandy Ramadani Ramadhan, Akmal Hibatullah Ramadhan, Raihan Bintang Ramadhan, Zuhri Ramadhani, Budi Ramadhani, Julia Ramadhani, Nabila Rambe, Anggi Afrima Rambe, Siska Mayasari Ramli, Abdul Malik Rangga Idris Affandi Rarassari, Madyasta Anggana Rasyidan , Muhammad Ratnaningsih, Wahyu Razali Thaib realita christi kinasih, realita christi Refsinas, Refsinas Rehan Fahri Septiawan Rejeki Josua Purba, Heri Renza , Dika Rama restu juniah, restu Reza Naufal I, Moch Rezki Amalyadi Riam, Zainal Ricki Ananda Ridho, Ihda Innar Ridwan Ridwan , Muhammad Ridwan, Ridwan Rinaldi, Rony Ricky Rio Arif Pratama Riska Safitri, Riska Riskia, Annissa Cindra Ristika Handarini Ristiyana, Sri Farida riswandy, muhammad Riszki Fadillah Riza, Syahrul Rizal, Fauzi Rizani, Fitri Rizih, Rizal Alfa Rizka Cintya Edwar Rizqi Elmuna Hidayah Rohman, Baeti Rolly Yesputra Rosadhillah, Valencia Kirana Rosta, Dandi Nostiagi Rosyid, Muhammad Agus Ainur Rukayah Rukayah Rusman, Rusni Fitri Y. S Siswanto S, Anita. S, Ayu Purnamasari S, Nurjannah Sabarinah Prasetyo Sabil, Syahriana Sadari Sadari, Sadari Sadia, I Nyoman Sadiani Sadiani, Sadiani Saedi, M. Ridwan Safitri, Amelina SAFNA, RIA Safrianti, Riska Sahat Siagian Sahbudin Sahbudin Sahidu, Adriana Monica Sahuddin Saleh, Yazid Salminawati Samaniyah, Safngatul Ngasris Samosir, Hernita Samsinar Samsinar Samsuddin Samsuddin Samsul Arifin Sandi Asmara Sangaji, Rasmi A Saparudin Saparudin Saptaji, Aji Sapto Andriyono Saputra, Agus Saputra, Asep Andri Saputra, Didit Saputra, Hijrah Saputra, Waldi Sarbino, MP, Ir sari putri Sari, Della Sari, Linda Sari, Maula Sari, Meiliza Sari, Mey Yuni Mustika Sari, Okti Indah Sari, Ramadhanita Mustika Sari, Suci Pitria Sarif, Muhammad Irfan Sartika Sartika Sartika Sati, Ali Savitrah, Ravika Mutiara Sefti Heza Dwinanti, Sefti Heza Seftian Amanda, Muhammad Seneng Gusriani, Moro Septarisa, Geza Intan Septian, I Gede Nano Setiarno, Muhammad Luthfi Setiawan, M. Rezki Setyantini, Woro Hastuti Shabrina, Husna Muizzati Shelani, Indah Sekar Sholihah, Annisa Mar'atus Siagian, Desram Siboro, Daniel Sidik, Agung Purnomo Sidiq, Muhammad Aunurrofiq Simanullang, Rahma Yuni Simbolon, Parlindungan Sinurat, Satria Sirait, Wanjul Fransisco Siregar, Dame Siregar, Habiburrahman Siregar, Vivi Arfiani Siswahyudianto Siti Hanna Siti Nurhaliza Siti Romlah Siti Suharyatun Siti Wardah, Siti Sitorus, Irwansyah Putera Sitti Ramlah Slamet Sumardi, Slamet soedarto soedarto, soedarto Soedjajadi Keman Soepriyanti, Henny Sofia, Susetyowati Sori M Sarumpaet, Sori M Soselisa, Ch Sri Hidayanti Sriadhi Sriadhi, Sriadhi Stein Sihombing, Bryan Subairi, Agus Sudeska, Endy Sudibyo Sudibyo Sudirman Sudirman Sufardi Sufardi Sugeng Triyono Sugianto Sugiarti, Rini Sugiatno Sugiatno SUHARTO Suheri Suherman, Suherman Sukirman Sukirman Sulistriono, Sulistriono Suparman Suparman Supiyandi Supiyandi Suprihatin Suprihatin Supriyanto, Boby Supriyatna, Yayat Iman Surijadi, Herman Surya Darma Suryana, Ahmad Suryaningsih, Hartati Suryanto Suryanto Suryati , Peni Susanti, Ni Wayan Mira Suseno, Ario Susilawati . Sutriyati Suttikornpadee, Tekun Suwarno Suwarno Suwarno, Iswanto Syafarina, Gita Ayu Syafieh, Syafieh Syafriadi Syafruddin Syafruddin Syahputra, Imam Fauzan Syahri Ramadhan, Syahri Syahri, Rahma SYAIFUL BAHRI Syamsudin Syamsudin Syamsul Arifin Syamsul Komar Syarbini, Muhammad Syarifah Wilda, Naura SYARIFUDDIN NOJENG Syukrani, Shafira Ayu Taher, Sarmilah A Tama, Adistya Tamaza, Muhammad Abyanda Tambunan, Maha Valne Datin Mahfujah Tambunan, Yunita Kristina Tamrin Tamrin Tanbiyaskur, Tanbiyaskur Tarigan, Mhd. Rafi'i Ma'arif Taufan Arif Adlie Taufiqurrahman Teuku Azuar Rizal Thohir, Lalu Tholabi, Ahmad Tika Christy Triliasa, Ferdiana Shinta Tryana , Nofita Tryana, Nofita Tsaqiila, Thalia Qaulan Tumpal Ojahan Rajagukguk Turnip, Darlis Tuti Andriani Ubaidillah Anwar Prabu Uma Fadzilia Arifin, Uma Fadzilia Usman Usman Utami, Lia Dwi Utari Utari Victor Pattiasina Wafa Hidayatullah, A WAGINO Wahda, Wahda Wahid, Muhammad Afif Wahyu Kurniawan Wahyuni, Andi Sri Astika Walanda, Sarni S. Waluyo, Untung Wandatari, Rilanda Wandira, Ica Ayu Wangsi, Mitta Muthia Wanny, Puspita Wardana, Lalu Ali Wati, Nopia Wattiheluw, Siti Yayu Wedy Nasrul Weny Herlina Widi Astuti Widihastuty Widihastuty Widodo, Syamsul Bahri Wijaya, Yusup Indra Wildan Munawar Wilian, Sudirman WINATA, WIDIA winda pratiwi Winda Rahmawati Winona Pohan, Hafsah Wirdatul Jannah Wisang Candra Bintari Wulandari, Feni Yahaya, Wan Ahmad Jaafar Wan Yahwardiah Siregar Yanti, Evi Dwi Yudi Hartono, Yudi Yuhandri Yuhandri, Yuhandri Yulia, Andini Yuliana Putri, Adelia Yuliani, Irma Yulianingsih Yunia Putri Daulay, Ericha Yunus, Muliana M. Yusnilasari Yusriza Yusriza Yusup Hendronursito, Yusup Zadry, Hilma Zaenuddin Zaenuddin, Zaenuddin Zainal, M Rifki Zailufti Zamzam, Ahmad Zubir, Zubir Zulianto, Sugit Zulkhairani, Zulkhairani Zulkifli Zam Zam Zuriansyah, Alvin