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All Journal JURNAL KARYA TEKNIK SIPIL Jurnal Simetris Media Ilmu Keolahragaan Indonesia Yustisia FIAT JUSTISIA: Jurnal Ilmu Hukum Jurnal Konstruksia Journal of Physical Education Health and Sport Seminar Nasional Informatika (SEMNASIF) Jurnal Kebidanan EL-BANAT: Jurnal Pemikiran dan Pendidikan Islam Pendas : Jurnah Ilmiah Pendidikan Dasar DoubleClick : Journal of Computer and Information Technology JURNAL PENJAKORA Jurnal Kesmas (Kesehatan Masyarakat) Khatulistiwa Jurnal ABDINUS : Jurnal Pengabdian Nusantara REMIK : Riset dan E-Jurnal Manajemen Informatika Komputer Jurnal PORKES Jurnal Kebidanan Malakbi Narada : Jurnal Desain dan Seni Kampurui Jurnal Kesehatan Masyarakat Jurnal Teknik Informatika (JUTIF) Ruwa Jurai: Jurnal Kesehatan Lingkungan COMMUNITY : Jurnal Pengabdian Kepada Masyarakat Indonesian Journal of Sport Management Jurnal Riset dan Aplikasi Mahasiswa Informatika (JRAMI) Wacadesain Tarbiyah Islamiyah: Jurnal Ilmiah Pendidikan Agama Islam CITIZEN: Jurnal Ilmiah Mulitidisiplin Indonesia Jurnal Pengabdian kepada Masyarakat Desa (JPMD) Al-MIKRAJ: Jurnal studi Islam dan Humaniora Dasarrupa : Desain dan Seni Rupa Perwira Journal of Science and Engineering (PJSE) Indonesian Journal for Physical Education and Sport JURNAL SIPISSANGNGI: Jurnal Pengabdian Kepada Masyarakat Takuana: Jurnal Pendidikan, Sains, dan Humaniora Jurnal Marine Inside Journal of Artificial Intelligence and Digital Business J-ENSITEC (Journal of Engineering and Sustainable Technology) Jurnal Penelitian Tindakan Kelas Jurnal Sains, Nalar, dan Aplikasi Teknologi Informasi Jurnal Pengembangan Ilmu dan Praktik Kesehatan Jornal Of Tourism Sciences (Toursci) Wawasan Belajar Anak Usia Dini Seminar Nasional Riset dan Teknologi (SEMNAS RISTEK) An-Nafah: Jurnal Pendidikan dan Keislaman
Agus Darmawan
Prodi Magister Pendidikan Matematika, Pascasarjana, FKIP – UNS
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Mechanical Engineering Medicine & Pharmacology Nursing Public Health Social Sciences Transportation Other

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An Explainable Spatio-Temporal Decision Support System (DSS) Using XGBoost And SHAP For Urban Complaint Trend Prediction Sakmar, Moeng; Darmawan, Agus; Shofo, Puteri Awaliatus; Kadir, Nurul Tiara
Jurnal Sains, Nalar, dan Aplikasi Teknologi Informasi Vol. 5 No. 1 (2026)
Publisher : Department of Informatics Universitas Islam Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20885/snati.v5.i1.44562

Abstract

The increase in the volume of public complaints in urban areas requires an accurate and explainable decision support system. This study developed an Explainable Decision Support System (xDSS) based on the Extreme Gradient Boosting (XGBoost) algorithm combined with the SHapley Additive Explanations (SHAP) method to predict spatial and temporal trends in public complaints in DKI Jakarta Province. The research data was obtained from the Satu-Data Jakarta portal and included multi-year complaint reports that were processed through aggregation, temporal feature engineering, and regression-based metric evaluation. The results show that the XGBoost model has high predictive performance with an R² value of 0.8425, MAE of 2.9858, and RMSE of 4.9928, indicating the model’s ability to explain more than 84% of the variation in the actual number of complaints. SHAP analysis revealed that temporal features such as complaint_lag1 and complaint_ma3 had the most dominant influence, while external variables such as rainfall (rainfall_mm) and population density (population_density) also made positive contributions. These results indicate that the dynamics of public complaints are influenced by a combination of historical factors and environmental conditions. Practically, this xDSS system can provide accurate predictions and transparent interpretations, thereby supporting the implementation of Smart Governance and evidence-based policy. This approach strengthens the application of Explainable Artificial Intelligence (XAI) in public service governance by providing accurate, ethical, and auditable models to support strategic decision-making in the era of digital government.
Rancang Bangun Sistem Pendaftaran Magang Balai Layanan Perpustakaan DPAD DIY Menggunakan Framework Laravel: Designing An Internship Registration System For The DPAD DIY Library Service Centre Using The Laravel Framework Darmawan, Agus; Hidayatuloh, Syarif
Citizen : Jurnal Ilmiah Multidisiplin Indonesia Vol. 5 No. 6 (2025): CITIZEN: Jurnal Ilmiah Multidisiplin Indonesia
Publisher : DAS Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53866/jimi.v5i6.1128

Abstract

Penelitian ini bertujuan untuk mengembangkan Sistem Pendaftaran Magang pada Balai Layanan Perpustakaan Dinas Perpustakaan dan Kearsipan Daerah Istimewa Yogyakarta guna mengatasi kendala proses pendaftaran yang masih bersifat semi-manual. Proses tersebut sebelumnya memerlukan pengisian formulir, pengumpulan berkas melalui email, dan verifikasi manual, sehingga rentan menimbulkan duplikasi data, kehilangan dokumen, serta keterlambatan informasi. Pengembangan sistem dilakukan melalui tahapan perencanaan, observasi, analisis kebutuhan, perancangan, implementasi, hingga dokumentasi. Teknik pengembangan memanfaatkan Laravel sebagai backend, Inertia.js dan Vue.js untuk frontend, Tailwind CSS untuk tampilan, serta Filament sebagai dashboard administrator. Hasil pengembangan menunjukkan bahwa sistem telah mampu menyediakan fungsi utama seperti pendaftaran magang, pengelolaan data peserta, dan antarmuka pengelola untuk menunjang administrasi. Selain itu, digitalisasi proses pendaftaran dinilai mampu meningkatkan keteraturan dan dokumentasi data, meskipun evaluasi lebih lanjut dari pengguna masih diperlukan untuk menilai efektivitas sistem secara menyeluruh. Penelitian ini memberikan kontribusi dalam penyediaan sistem informasi yang lebih efisien serta mendukung peningkatan kualitas layanan pendaftaran magang pada Balai Layanan Perpustakaan DPAD DIY.
Perancangan UI/UX Media Edukasi Warisan Budaya Indonesia Berbasis Kecerdasan Buatan untuk Pengalaman Belajar Personal Sahara, Vinkan Feriska; Darmawan, Agus
Takuana: Jurnal Pendidikan, Sains, dan Humaniora Vol. 4 No. 4 (2026): Takuana (January-March)
Publisher : MAN 4 Kota Pekanbaru

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56113/takuana.v4i4.389

Abstract

The rapid development of digital technology has created new opportunities for delivering cultural information through interactive and accessible digital platforms. However, many cultural education applications still lack adequate attention to usability and user experience aspects. This study aims to design the User Interface (UI) and User Experience (UX) of an Artificial Intelligence (AI)–based Indonesian cultural heritage exploration application using the Design Thinking approach to provide an informative, engaging, and personalized learning experience. The research method follows the stages of empathize, define, ideate, prototype, and testing. The design process begins with user needs analysis, followed by the development of information architecture, user flow, wireframes, and a high-fidelity prototype. Usability evaluation was conducted using the System Usability Scale (SUS) involving 10 respondents. The usability testing results show an average SUS score of 76.5, which falls into the “Good” category and corresponds to grade B, indicating that the application demonstrates a satisfactory level of usability and effectiveness. Therefore, the proposed UI/UX design is considered effective in supporting interactive and personalized cultural exploration activities. This study is expected to serve as a reference for future development of digital cultural education applications that adopt a user-centered design approach integrated with AI technology.
HUBUNGAN DUKUNGAN TEMAN SEBAYA DAN KEPERCAYAAN DIRI SISWA PADA SENAM LANTAI SD Bisono Yudanto, Zulfikar; Darmawan, Agus
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 11 No. 02 (2026): Volume 11 No. 2, Juni 2026 Release
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v11i02.45980

Abstract

This study aims to determine the relationship between peer support and students' self-confidence in elementary school floor gymnastics lessons. The research used a quantitative approach with a correlational design. The population was 150 students in grades 5 and 6. The sampling technique used total sampling. The instrument was a Likert scale questionnaire measuring peer support (15 items) and self-confidence (12 items). Data analysis techniques include descriptive analysis with the categorization of Ideal Mean (MI) and Ideal Standard Deviation (SDI), prerequisite tests (normality and linearity), and hypothesis testing using Pearson Product Moment correlation. The results showed that peer support level was in the high category for 75% of students and moderate for 25%. Self-confidence level was in the high category for 69% and moderate for 31%. There was a significant and positive relationship between peer support and student self-confidence, with a correlation coefficient of 0.557 and significance value of 0.000 (p < 0.05). The coefficient of determination (R²) value of 0.311 indicates that peer support contributes 31.1% to students' self-confidence, while the remaining 68.9% is influenced by other factors not studied. The conclusion is that higher peer support leads to higher student self-confidence in floor gymnastics learning.
INDONESIA’S TAX AMNESTY LAW BASED ON THE PERSPECTIVE OF THE LAW AS AN ALLOCATIVE SYSTEM Darmawan, Agus
Yustisia Vol 5, No 3: December 2016
Publisher : Faculty of Law, Universitas Sebelas Maret

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20961/yustisia.v5i3.8788

Abstract

AbstractThis study aimed to evaluate academic on Law Number 11 of 2016 on the Tax Amnesty as the law as an allocative system approach as presented Lawrance M. Friedman. This study uses a normative approach. The results showed that the Law on Tax Amnesty academically has fulfilled the legal criteria for allocative as intended by Friedman. Tax Amnesty Program is the elimination of the tax owed should not sanction tax administration and criminal sanctions in the area of taxation by way of uncovering treasures and pay the ransom. Tax amnesty aimed to increase tax revenues in the State Budget, which is expected to be more sustainable State Budget to finance development programs for the welfare of all the people of Indonesia.
Co-Authors Abdullah Abdullah Adhi Susano Adi , Adi Adi S Agus Darmawan Agus Raharjo Akhmad Amirudin Ali Mustofa Alifariki, La Ode Amaliah, A. Rizki Amin, Ahmad Naufal Andriani, Rina Andriani, Rinita Angga Ajie Permana Arbanisa, Wahyu Asyrafunnisa, Asyrafunnisa Azzahidi, Aufa Syaihan Balumbi, Musthamin Bangun Wijayanto Besse Darmawati Billiandri, Bhayu Birowo, Achmad Bisono Yudanto, Zulfikar Cornelya Hadi, Imaudy Dahmar, Dahmar Desmiati, Putri Diannisa, Ilmi Dwi Tiga Putri, Dwi Tiga Epf. Eko Yulipriyono Farhansyah, Moch Vishal FATIMA, SITI Gustian, Rifaldi Hamisah, Hamisah Hari Sunanto Heri Satria Setiawan Hutagaol, Iin Octaviana Imam Sujadi Indriyani, Silvia Intan Maulida Qorry’ Aina Ipang Setiawan Irnawati Irnawati Jamhari Jamhari Kadir, Nurul Tiara Kalam, Izhar Kara, Ashari Kasman Kasman Laode, Aswin M. Yogi Riyantama Isjoni Mahmudah, Isnaeni Mansyur, Nurliana Megawati - Mei Lestari, Mei Meilani, Ni'ma Meilani, Nima Melansari, Nur Moch. Kalam Mollah Moch. Kalam Mollah, Moch. Kalam Muh Taufiq, La Ode Muhamad Muhamad Muhammad Kusumawan Herliansyah Muslim, Jusva Agus Mutia, A. Khairun najamuddin, nur isriani Nasiroh, Siti NAWANGNUGRAENI, DEVI ASTRI Nirmala, Andita Nur Alamsyah, Nur Oktarina, Devi Oktariyani, Wulandari Pradanto, Andrean Denni Prana, Ryryn Suryaman Purnama Indah, Eka Puspitaningrum, Dita Cahya Putra, Hendri Pitrio Rahayu, Nurma Rahmanto, Rahmanto Ramadhan, Rizqy Akbar ratih ratih Revinda, Dea Ridwan, Iwan Muhammad rifa'i, irfan Riyanto, Ari Budi Rohman, Muhammad Rongre, Yohanis Rusmardiana, Ana Ryryn Suryaman Prana Putra Sahara, Vinkan Feriska Sakmar, Moeng Selvi Marcellia Septian, Immanuel Berli Shofo, Puteri Awaliatus Sirajul Firdaus, Sirajul Siti Aminah SITI AMINAH Sufyaningsi, Ulfa Sutomo Sutomo Syamsiah, Syamsiah Syarif Hidayatuloh Tadung, Edy Tamin AR, Zaini Taswin, Taswin Tommy Soenyoto Tri Atmojo Kusmayadi Utama, Kevin Ricky Wahyuni, Ayu Sri Wibowo, Dwi Kurnia Wirahadikusama, Wira Wiwin Anggriani Salawali Yeti Rohayati