Papers by wikan pradnya dana
Engineering and Technology Journal, 2025
Food production in Indonesia is a critical pillar of national food security but has significant e... more Food production in Indonesia is a critical pillar of national food security but has significant environmental impacts, including greenhouse gas emissions, land use, and water consumption. This study analyzes the environmental impact of major food production in Indonesia using a Machine Learning (ML) approach based on data from the Food and Agriculture Organization (FAO). Data from FAO.csv, Food_Production.csv, and total_population_reform.csv were processed to identify relationships between food commodities and their ecological footprints. ML techniques, such as clustering and the XGBoost model, were employed to group commodities based on environmental impact and predict total emissions with an RMSE of 3.07 MtCO₂e. Results indicate that commodities like rice, palm oil, and root crops have significant environmental impacts, with rice contributing the highest emissions at 374.684 MtCO₂e (1960-2013). This study provides data-driven strategies to support the sustainability of Indonesia's food sector, aligned with green technology principles, through visualizations of supply and emissions for the top 10 commodities.
Journal Scientica Education Journal, 2025
This research aims to describe the form of digital-based science learning innovation and analyze ... more This research aims to describe the form of digital-based science learning innovation and analyze its role in improving Generation Z's science literacy. The research method used is descriptive qualitative with data collection techniques through in-depth interviews, observation, and documentation. The research informants consisted of science teachers, generation Z students, and school principals who were purposively selected.
The results showed that digital-based science learning innovation was realized through the use of e-learning platforms, virtual simulations, interactive videos, and digital project-based learning. The implementation of this learning is able to improve students' science literacy, especially in terms of concept understanding, critical thinking skills, problem solving, and information literacy. Supporting factors for success include
adequate digital infrastructure, teacher readiness, and active student involvement, while barriers include limited facilities, gaps in teacher competence in technology, and potential student distraction when using
gadgets. This research confirms that digital-based science learning innovation has a significant contribution in strengthening Generation Z's science literacy in the digital era.
Journals Scientica Education Journal, 2025
Science literacy is a critical 21st-century competency, yet student achievement in this area pres... more Science literacy is a critical 21st-century competency, yet student achievement in this area presents significant challenges globally. This gap is exacerbated by conventional assessment methods that are misaligned with the learning characteristics of the digital-native Generation Z, who expect personalized, interactive, and instantaneous feedback. This study aims to analyze and synthesize the current research landscape on the application of AI-based adaptive assessment to map and enhance the science literacy skills of Generation Z. Employing a Systematic Literature Review (SLR) guided by the PRISMA framework, this study identifies existing theoretical models, platforms, evidence of effectiveness, and implementation challenges. The findings indicate that AI-based adaptive assessment platforms, such as Inq-ITS and ALEKS, effectively measure various science sub-skills and improve learning outcomes. Key features including personalization, interactivity, and immediate feedback closely align with the preferences of Generation Z, thereby enhancing student motivation and engagement. Nevertheless, implementation faces significant challenges related to infrastructure, teachers' pedagogical readiness, and crucial ethical considerations, including data privacy and algorithmic bias. This study concludes that AI-adaptive assessment holds transformative potential, yet its effective and equitable adoption requires addressing existing challenges and future research gaps.
Widya Dana: Jurnal Penelitian Agama dan Kebudayaan , 2024
Penelitian ini mengeksplorasi pengaruh kecerdasan buatan atau yang dikenal Artificial Intelligenc... more Penelitian ini mengeksplorasi pengaruh kecerdasan buatan atau yang dikenal Artificial Intelligence (AI) terhadap penafsiran teks suci dan praktik keagamaan, dalam mengidentifikasi potensi serta tantangan etis yang muncul pada konteks keagamaan. AI menawarkan akses yang lebih luas dan kemampuan analisis objektif terhadap teks suci, namun menghadirkan dilema terkait otoritas penafsiran tradisional, keaslian interpretasi, serta risiko komodifikasi ajaran agama. Penelitian ini juga mengkaji bias dan fragmentasi interpretasi yang mungkin timbul dari sistem berbasis data, yang dapat melemahkan peran pemimpin agama dan otoritas spiritual. Meskipun AI berpotensi memperkaya wacana teologis dan meningkatkan dialog antaragama, keterbatasan teknologi ini dalam memahami dimensi spiritual dan emosional agama tetap menjadi tantangan signifikan. Oleh karena itu, diperlukan pendekatan etis yang hati-hati agar penggunaan AI dalam agama tetap menghormati nilai-nilai spiritual dan integritas teks suci.
Jurnal Teknik Gradien
Berkembangnya pembangunan pada Kawasan perkotaan juga akan berdampak pada area tutupan lahan. Usa... more Berkembangnya pembangunan pada Kawasan perkotaan juga akan berdampak pada area tutupan lahan. Usaha yang dapat dilakukan untuk mengetahui perkembangan perkotaan adalah dengan melihat informasi tutupan lahan melalui peta tutupan lahan. Data tutupan lahan dapat memberikan informasi dalam mempelajari perubahan iklim dan memahami keterkaitan antara aktivitas manusia serta perubahan iklim. Metode yang digunakan adalah deskriptif dengan interpretasi citra Landsat 8, menggunakan Sistem Informasi Geografi (SIG). Normalized Diffrerence Vegetation Index (NDVI) adalah perhitungan pada sebuah citra yang digunakan untuk mengetahui tingkat kehijauan sebagai awal pembagian daerah vegetasi dan tutupan lahan. Kabupaten Klungkung dalam lima tahun terakhir terus mengalami perubahan. Luas lahan sawah di Kabupaten Klungkung dalam lima tahun ini cenderung terus berkurang. Pada tahun 2013 luas lahan sawah adalah sebesar 3.843 Ha berkurang menjadi 3.779 Ha di tahun 2017. Berdasarkan hasil olah citra sateli...
Jurnal SPEKTRUM
Regional Secretariat Building Denpasar in 2017 experienced a separation in two parts.The separati... more Regional Secretariat Building Denpasar in 2017 experienced a separation in two parts.The separation resulted in the empty room, even though are empty room turned out toconsumption building power in 2018 continued to experience enchancement. The study hasbeen done there is the room that has the intensity of energy consumption which do not comptywith SNI. Solutions that can be given is to replace the type of split standard air conditioner (AC)into a type of low watt air conditioner (AC). Replacement type split standard air conditioner (AC)1,5 PK became type of low watt air conditioner (AC) 1,5 PK can make saving of up 11,62 % orRp 21.068.468,00. Saving electric energy consumption on lighting system can be done byinstalling an automatic switch with time or by using an a light sensor system.
Journal Locus Penelitian dan Pengabdian
Kota Denpasar memiliki potensi yang cukup besar untuk pengembangan urban heritage tourism. Sebaga... more Kota Denpasar memiliki potensi yang cukup besar untuk pengembangan urban heritage tourism. Sebagai kota dengan sejarah yang cukup panjang, Kota Denpasar memiliki koleksi bangunan-bangunan tua berupa Pura dan Bangunan kuno berarsitektur Bali yang dibangun pada masa kejayaan Kerajaan Badung. Kota Denpasar memiliki keunikan dibandingkan dengan kota lainnya yaitu nuansa budaya dari aktivitas keseharian masyarakat kota, begitupula citra arsitektur Kota Denpasar yang khas (peciren bebadungan). Arsitektur langgam Denpasar atau lebih dikenal dengan peciren bebadungan. Dalam prakteknya, ALD masih tenggelam akan hegemoni Arsitektur Tradisional Bali (ATB). Tujuan dari penelitian ini untuk menganalisis fasade (bentuk dan ornamen) bangunan toko di Jl. WR. Supratman dikaitkan dengan peraturan walikota Denpasar dan menentukan presentase perubahan bentuk model bangunan di JL. WR. Supratman sesuai dengan peraturan walikota Denpasar. Metode yang digunakan dalam penelitian ini adalah metode kuantitati...
Books by wikan pradnya dana
Nilacaraka, 2025
Pāramitāning Prajā secara komprehensif mengupas falsafah kepemimpinan yang ideal dari perspektif ... more Pāramitāning Prajā secara komprehensif mengupas falsafah kepemimpinan yang ideal dari perspektif ajaran Hindu. Karya ini merupakan kontribusi intelektual dari Aliansi Pemuda Hindu Bali yang bertujuan mengintegrasikan nilai-nilai spiritual dan moral ke dalam praktik kepemimpinan modern. Pembahasan digali dari beragam sumber pustaka suci seperti Veda, Itihasa (Ramayana dan Mahabharata), Bhagavadgita, Nitisastra, hingga lontar-lontar lokal. Buku ini menguraikan konsep-konsep inti kepemimpinan Hindu, seperti Asta Brata, Trihita Karana, dan Catur Naya Sandhi, serta menganalisis model kepemimpinan dari tokoh wiracarita dan sejarah seperti Patih Gajah Mada. Selain itu, buku ini juga membahas relevansi ajaran tersebut dalam konteks kekinian, termasuk tantangan yang dihadapi pemuda dan wanita Hindu dalam ruang politik Indonesia. Secara keseluruhan, buku ini menawarkan panduan untuk mewujudkan kepemimpinan yang berlandaskan dharma demi mencapai kesejahteraan masyarakat (prajā).
Dharma Pustaka Utama, 2025
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Papers by wikan pradnya dana
The results showed that digital-based science learning innovation was realized through the use of e-learning platforms, virtual simulations, interactive videos, and digital project-based learning. The implementation of this learning is able to improve students' science literacy, especially in terms of concept understanding, critical thinking skills, problem solving, and information literacy. Supporting factors for success include
adequate digital infrastructure, teacher readiness, and active student involvement, while barriers include limited facilities, gaps in teacher competence in technology, and potential student distraction when using
gadgets. This research confirms that digital-based science learning innovation has a significant contribution in strengthening Generation Z's science literacy in the digital era.
Books by wikan pradnya dana