Articles
<![CDATA[Mengejar Kinerja Maksimal: Teknik Pengoptimalan Terkini dalam Pembelajaran Mesin ]]>
<![CDATA[Agung Yuliyanto Nugroho]]>;
<![CDATA[Ferat Kristanto]]>
<![CDATA[ Jurnal Penelitian Teknologi Informasi dan Sains Vol. 2 No. 3 (2024): SEPTEMBER : JURNAL PENELITIAN TEKNOLOGI INFORMASI DAN SAINS ]]>
Publisher : <![CDATA[Institut Teknologi dan Bisnis (ITB) Semarang ]]>
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DOI: 10.54066/jptis.v2i3.2358
<![CDATA[In the era of data revolution and artificial intelligence, machine learning model optimization has become one of the most dynamic and crucial research areas. This article reviews the latest techniques in machine learning model optimization with a focus on pursuing maximum performance. We discuss various methods applied to improve model accuracy and efficiency, ranging from hyperparameter tuning techniques, advanced optimization algorithms such as Bayesian optimization, to innovative approaches such as meta-learning and transfer learning. These optimization techniques not only aim to improve model performance but also to overcome challenges related to big data, model complexity, and computational limitations. We investigate how these methods can be integrated in machine learning pipelines to achieve better results with more efficient resources. Through a review of recent literature and case studies of applications in various domains, this article provides in-depth insights into the trends and developments in model optimization, as well as practical recommendations for researchers and practitioners in pursuing maximum performance from their machine learning systems. A better understanding of these cutting-edge techniques is expected to facilitate the achievement of better and more innovative results in future machine learning applications.]]>
<![CDATA[RANCANG BANGUN SISTEM ADMINISTRASI DATA DIRI SISWA SISWI BERBASIS DEKSTOP ]]>
<![CDATA[Agung Yuliyanto Nugroho]]>
<![CDATA[ JURNAL EDUCATION AND DEVELOPMENT Vol 12 No 3 (2024): Vol 12 No 3 September 2024 ]]>
Publisher : <![CDATA[Institut Pendidikan Tapanuli Selatan ]]>
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DOI: 10.37081/ed.v12i3.6368
<![CDATA[Administrasi memiliki peranan penting bagi organisasi maupun instansi. SMK Ma’arif 1 Yogyakarta merupakan salah satu instansi pendidikan yang selalu berusaha meningkatkan kualitas pelayanan pendidikan dari waktu ke waktu. Permasalahan yang terjadi pada SMK Ma’arif 1 Yogyakarta yaitu dalam proses pendokumentasian administrasi siswa siswi yang belum terkomputerisasi sepenuhnya sehingga banyak waktu dan tenaga diperlukan untuk memproses kegiatan administrasi tersebut. Berdasarkan permasalahan yang ada, penulis ingin mengajukan saran membuat suatu sistem administrasi data diri siswa siswi berbasis desktop. Penelitian ini bertujuan untuk membantu sekolah dalam pendokumentasian administrasi siswa siswi,sehingga membantu sekolah agar efisien dalam proses administrasi,selain itu sistem ini mempunyai fitur tabungan yang mana dapat digunakan siswa untuk membayar keuangan sekolah,sistem ini akan memudahkan sekolah dalam penyampaian laporan data siswa siswi setiap grade. Program yang dihasilkan dalam sistem ini adalah Sistem Administrasi data diri berbasis desktop dengan menggunakan bahasa pemrograman java dan database MySQL.]]>
<![CDATA[VIRTUAL TOUR MENGGUNAKAN GAMBAR EQUIRECTANGULAR 360” (STUDI KASUS: SEKOLAH TINGGI PARIWISATA AMBARRUKMO YOGYAKARTA) ]]>
<![CDATA[Agung Yuliyanto Nugroho]]>;
<![CDATA[Nur Rohman]]>;
<![CDATA[Eli Suherli]]>
<![CDATA[ JURNAL EDUCATION AND DEVELOPMENT Vol 12 No 3 (2024): Vol 12 No 3 September 2024 ]]>
Publisher : <![CDATA[Institut Pendidikan Tapanuli Selatan ]]>
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DOI: 10.37081/ed.v12i3.6382
<![CDATA[Kegiatan Pengenalan Kampus (KPK), dikemas dalam bentuk apapun tetap saja berisi pengenalan, orientasi, dan proses adaptasi mahasiswa baru terhadap lingkungan kampus, baik kehidupan secara akademik maupun kemahasiswaan yang tentunya berbeda dengan kondisi pada pada sekolah menengah atas (SMA). Hadirnya media berbasis online memungkinkan pengguna dapat mengakses informasi tanpa harus datang ke lokasi. Penelitian ini dilakukan untuk mengembangkan kegiatan pengenalan kampus berbasis virtual tour sebagai media informasi lingkungan STIPRAM. Penelitian ini menggunakan metode penelitian Deskriptif Kuantitatif, teknik pengumpulan data berasal dari observasi dan kuesioner. Responden dalam penelitian ini adalah mahasiswa STIPRAM dengan jumlah sampel 125 orang responden. Tujuan penelitian ini adalah membuat foto 360 panorama kampus STIPRAM Yogyakarta dengan metode image stitching. Hasil penelitian ini membuktikan bahwa kegiatan pengenalan kampus berbasis virtual tour sebagai media informasi layak untuk dikembangkan.]]>
<![CDATA[Tren Pariwisata Backpacker di Asia Tenggara ]]>
<![CDATA[Herra Herryani]]>;
<![CDATA[Agung Yuliyanto Nugroho]]>
<![CDATA[ Gemawisata: Jurnal Ilmiah Pariwisata Vol. 21 No. 1 (2025): Jurnal Ilmiah Pariwisata ]]>
Publisher : <![CDATA[Sekolah Tinggi Ilmu Ekonomi Pariwisata Indonesia ]]>
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DOI: 10.56910/gemawisata.v21i1.442
<![CDATA[The backpacker tourism trend in Southeast Asia has grown rapidly in the past few decades, with Thailand becoming one of the top destinations for budget travelers. This study aims to identify the factors that make Thailand a favorite destination for backpackers in the region. The research methodology involves literature analysis, interviews with backpackers, and tourism statistics. The results show that the combination of natural beauty, cultural diversity, affordable cost of living, good tourism infrastructure, and easy access to various attractions are the main factors that attract backpackers. In addition, Thailand's image as a friendly, safe, and open country for foreign tourists also contributes to its popularity. The study also compares Thailand with its neighboring countries such as Vietnam, Cambodia, and Indonesia to understand Thailand's competitive advantages. The findings provide insights for the government and tourism industry players in developing sustainable strategies to maintain and enhance the attractiveness of the destination for the backpacker tourist segment]]>
<![CDATA[Budget Travel Trends in Yogyakarta From a Backpacker Style Perspective ]]>
<![CDATA[Moch Nur Syamsu]]>;
<![CDATA[Agung yuliyanto Nugroho]]>
<![CDATA[ Nawasena: Jurnal Ilmiah Pariwisata Vol. 4 No. 2 (2025): Agustus : Nawasena : Jurnal Ilmiah Pariwisata ]]>
Publisher : <![CDATA[Pusat Penelitian Dan Pengabdian Masyarakat STIEPARI Semarang ]]>
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DOI: 10.56910/nawasena.v3i3.1862
<![CDATA[The backpacker tourism trend in Indonesia, especially in Yogyakarta, has grown rapidly in recent years, with Yogyakarta becoming one of the main destinations for tourists with a fairly limited budget. This research aims to identify the factors that make Yogyakarta a favorite destination for backpackers in the region. The research methodology includes literature analysis, interviews with backpackers, and tourism statistics. The results show that the combination of natural beauty, cultural diversity, affordable living costs, good tourism infrastructure, and easy access to various tourist attractions are the main factors that attract backpackers. Apart from that, Yogyakarta's image as a friendly, safe and open area for foreign tourists also contributes to its popularity. This study also compares Yogyakarta with regional regions such as Bandung, Malang and Bali to understand Yogyakarta's competitive advantages. These findings provide insight for the government and tourism industry players in developing sustainable strategies to maintain and increase the attractiveness of destinations for the backpacker tourism segment]]>
<![CDATA[Exploring the Code Foundation: A Literature Review of Data Structures in C++ ]]>
<![CDATA[Agung Yuliyanto Nugroho]]>;
<![CDATA[Nur Hamid Sutanto]]>
<![CDATA[ International Journal of Mechanical, Industrial and Control Systems Engineering Vol. 1 No. 3 (2024): September :IJMICSE: International Journal of Mechanical, Industrial and Control ]]>
Publisher : <![CDATA[Asosiasi Riset Ilmu Teknik Indonesia ]]>
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DOI: 10.61132/ijmicse.v1i3.47
<![CDATA[This study aims to explore the foundation of code in the C++ programming language with a focus on data structures. Data structures are a fundamental component in efficient and effective software development. This literature review explores various types of data structures implemented in C++, including arrays, linked lists, stacks, queues, hash tables, and trees. An analysis is conducted on the basic principles and implementation of these data structures in the context of C++, taking into account the strengths and weaknesses of each structure. In addition, this study also discusses the evolution and comparison of data structure implementations from the perspective of performance and algorithm complexity. The results of this study provide in-depth insights into how data structures can affect the design and efficiency of C++ applications, as well as provide guidance for software developers in choosing the most appropriate data structures for their specific needs. The conclusions of this study highlight the importance of a deep understanding of data structures in software development and their contribution to the success of software projects.]]>
<![CDATA[Deep Learning Algorithms in the Development of Generative AI Models for Automated Content Creation ]]>
<![CDATA[Agung Yuliyanto Nugroho]]>
<![CDATA[ Mutiara : Jurnal Penelitian dan Karya Ilmiah Vol. 3 No. 5 (2025): Oktober : Mutiara : Jurnal Penelitian dan Karya Ilmiah ]]>
Publisher : <![CDATA[STAI YPIQ BAUBAU, SULAWESI TENGGARA ]]>
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DOI: 10.59059/mutiara.v3i5.2804
<![CDATA[The rapid advancement of artificial intelligence (AI) has introduced a new paradigm in informatics known as Generative AI. One of the key driving forces behind this innovation is the application of deep learning algorithms, which can emulate human cognitive patterns to automatically generate text, images, audio, and video. This study aims to analyze how deep learning algorithms particularly Generative Adversarial Networks (GANs) and Transformer-based Models (such as GPT and Diffusion Models) are utilized in developing generative AI systems for automated content creation. The research employs a literature review of recent studies, comparative analysis of generative models, and performance evaluation based on quality, creativity, and computational efficiency. The findings reveal that Transformer-based models exhibit greater adaptability in understanding semantic context and producing more realistic content compared to traditional GAN models. However, challenges such as overfitting, data bias, and high computational resource demands remain major obstacles to large-scale implementation. This study concludes that optimizing deep learning algorithms supported by ethical considerations and careful data management will be crucial to the successful development of generative AI that is both effective and responsible within the modern informatics ecosystem.]]>
<![CDATA[Inovasi Pendidikan Digital: Peran Virtual Reality dalam Menanggulangi Hambatan Pembelajaran di Daerah Terpencil ]]>
<![CDATA[Syamsu Rijal]]>;
<![CDATA[Agung Yuliyanto Nugroho]]>;
<![CDATA[Rhisty Frida Utami]]>
<![CDATA[ PESHUM : Jurnal Pendidikan, Sosial dan Humaniora Vol. 4 No. 2: Februari 2025 ]]>
Publisher : <![CDATA[CV. Ulil Albab Corp ]]>
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DOI: 10.56799/peshum.v4i2.8046
<![CDATA[Penelitian ini bertujuan untuk menganalisis efektivitas pembelajaran menggunakan realitas virtual (VR) dalam mengatasi keterbatasan akses pembelajaran di daerah terpencil. Konteks penelitian ini didasarkan pada terbatasnya akses pendidikan di daerah terpencil, yang menyebabkan kesenjangan pendidikan antara daerah terpencil dan perkotaan. Metode penelitian yang digunakan adalah penelitian kualitatif deskriptif yang dikombinasikan dengan studi kasus, termasuk wawancara mendalam dan diskusi kelompok terfokus dengan siswa, guru, dan masyarakat setempat. Hasil penelitian menunjukkan bahwa penggunaan realitas virtual dapat meningkatkan keterlibatan dan motivasi siswa untuk belajar, serta mempersempit kesenjangan pendidikan antara daerah terpencil dan perkotaan. Temuan penelitian ini menyoroti pentingnya mendukung dan melatih guru untuk menerapkan teknologi VR secara efektif dan meningkatkan kualitas pendidikan di daerah terpencil. Penelitian ini juga mengidentifikasi kendala-kendala yang dihadapi dalam implementasi VR, seperti keterbatasan akses internet dan perangkat teknologi, serta tingginya biaya pengadaan. Solusi yang diusulkan meliputi peningkatan investasi dalam infrastruktur teknologi dan program pelatihan bagi guru untuk memastikan keberhasilan penggunaan VR dalam pembelajaran.]]>
<![CDATA[Peta Tanah Digital : Sistem Inventaris Tanah Berbasis Web dengan Gis untuk Pengelolaan Modern di Kecamatan Parakan Kabupaten Temanggung Jawa Tengah ]]>
<![CDATA[Agung Yuliyanto Nugroho]]>;
<![CDATA[Annisa Fikria Shimbun]]>
<![CDATA[ Jurnal Informasi, Sains dan Teknologi Vol. 6 No. 1 (2023): Juni: Jurnal Informasi Sains dan Teknologi ]]>
Publisher : <![CDATA[Politeknik Negeri FakFak ]]>
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DOI: 10.55606/isaintek.v6i1.230
<![CDATA[Land ownership disputes are one of the legal and social problems that often occur in various countries, including in Indonesia. These disputes generally arise due to ambiguity or inaccuracies in the administration of land ownership. One of the main causes of this dispute is the absence of a letter or proof of legal land ownership, in addition to this can occur in the distribution of inheritance caused by internal factors, such as parental grants to prospective heirs, but it is unfair and not accompanied by a grant deed, married couples (as prospective heirs) who do not have children or descendants, the greed of the heirs, the incomprehension of the heirs, the mistake in upholding the siri' and the delay in the distribution of inheritance. The WEBGIS-Based Land Inventory System makes it easier for village or district government officials to record land ownership so that the increase in fulfillment of leter C is reduced, the process of searching and changing data does not take long and the public can find out land information along with the history of ownership transfer shown on the online map.]]>
<![CDATA[Analisis Model Bisnis dan Perencanaan Pengolahan Sampah Plastik PT. Perangkat Perkasa Indonesia ]]>
<![CDATA[Rus Bintoro]]>;
<![CDATA[Eli Suherli]]>;
<![CDATA[Dedi Prayitno]]>;
<![CDATA[Agung Yuliyanto Nugroho]]>
<![CDATA[ Jurnal Ilmiah Manajemen dan Kewirausahaan Vol. 5 No. 1 (2026): Januari: Jurnal Ilmiah Manajemen dan Kewirausahaan ]]>
Publisher : <![CDATA[Lembaga Pengembangan Kinerja Dosen ]]>
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DOI: 10.55606/jimak.v5i1.5695
<![CDATA[The increasing accumulation of plastic waste each year has become a serious environmental and public health issue. PT. Perangkat Perkasa Indonesia recognizes a sustainable business opportunity through the processing of plastic waste into economically valuable products. This study aims to analyze the business planning strategies implemented by the company in managing its plastic waste processing operations, covering market analysis, operational planning, financial projections, and marketing strategies. A qualitative descriptive method was used, with a case study approach at PT. Perangkat Perkasa Indonesia. Data were collected through interviews, observations, and document analysis. The results indicate that the company has significant potential to develop a plastic recycling business supported by human resources, appropriate technology, and increasing public awareness regarding waste management. An integrated and well-structured business plan is key to building a business model that is not only financially profitable but also environmentally impactful. This research recommends strengthening promotional strategies and collaboration with third parties to expand market reach and improve operational efficiency.]]>
