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All Journal IAES International Journal of Artificial Intelligence (IJ-AI) Journal of Educational, Health and Community Psychology Jurnal Ilmiah Mahasiswa FEB Sosial Budaya Jurnal Sumberdaya Alam dan Lingkungan Jurnal Keteknikan Pertanian Tropis dan Biosistem Jurnal Teknologi Pertanian Jurnal Kajian Informasi & Perpustakaan Jurnal Sains dan Teknologi Pangan Jurnal Pertanian Terpadu Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Syntax Literate: Jurnal Ilmiah Indonesia TIJAB (The International Journal of Applied Business) Jurnal Pendidikan Kebutuhan Khusus JURNAL PENDIDIKAN TAMBUSAI Brikolase : Jurnal Kajian Teori, Praktik dan Wacana Seni Budaya Rupa Jurnal Common Journal of Food and Culinary JURNAL LENSA MUTIARA KOMUNIKASI Altasia : Jurnal Pariwisata Indonesia Journal of Tourism Destination and Attraction Dialektika: Jurnal Ekonomi dan Ilmu Sosial Community Engagement and Emergence Journal (CEEJ) Management Studies and Entrepreneurship Journal (MSEJ) Jurnal Kolaborasi Resolusi Konflik Community Development Journal: Jurnal Pengabdian Masyarakat Jurnal Layanan Masyarakat (Journal of Public Service) Jurnal Abdidas Journal of Economics and Business UBS Jurnal Kepariwisataan JUTECH : Journal Education and Technology Indonesian Journal of Tourism and Leisure ProBisnis : Jurnal Manajemen COMSERVA: Jurnal Penelitian dan Pengabdian Masyarakat Envirotek : Jurnal Ilmiah Teknik Lingkungan Journal of Innovation Research and Knowledge International Journal of Applied Sciences in Tourism and Events Digital Transformation Technology (Digitech) Jurnal Pengadaan Barang dan Jasa Jurnal Ilmiah Hospitality Management Nawasena: Jurnal Ilmiah Pariwisata Jurnal Ilmiah MEA (Manajemen, Ekonomi, dan Akuntansi) West Science Interdisciplinary Studies (JUMPER) Riset Ilmu Manajemen Bisnis dan Akuntansi West Science Interdisciplinary Studies Journal of Event, Travel and Tour Management West Science Social and Humanities Studies Jurnal Hukum dan Keadilan RESLAJ: Religion Education Social Laa Roiba Journal Mandalika Journal of Community Services JURNAL REKAYASA KIMIA & LINGKUNGAN Menulis: Jurnal Penelitian Nusantara Jurnal Ilmiah Pariwisata International Journal of Entrepreneurship and Tourism
Bambang Suharto
Unknown Affiliation
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Chemical Engineering, Chemistry & Bioengineering Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Public Health Social Sciences Other

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Green Ocean Strategy for Sustainable Development of Wayang Sasak Arin Saumi Fortuna; Bambang Suharto; Alya Farras Azzahra; Angelia Setya Lukita; Aflahah Ramadhani Nidia Saputri
Reslaj: Religion Education Social Laa Roiba Journal Vol. 7 No. 10 (2025): RESLAJ: Religion Education Social Laa Roiba Journal
Publisher : Intitut Agama Islam Nasional Laa Roiba Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47467/reslaj.v7i10.9161

Abstract

Wayang Sasak, a traditional puppet theater from Lombok, Indonesia, represents a significant element of cultural heritage imbued with profound historical and spiritual values. However, the current cultural landscape shows a decline in its relevance due to the challenges posed by globalization and the lack of innovative preservation strategies. This study aims to address these issues by analyzing the implementation of the Green Ocean Strategy, which integrates cultural preservation with environmental sustainability and creative innovation. Using a Systematic Literature Review (SLR) approach, this research critically examines 50 peer-reviewed studies, ensuring a rigorous selection process that accounts for relevance, methodological robustness, and empirical findings. The analysis focuses on cultural preservation, sustainable creative industries, and innovation strategies to identify both opportunities and challenges for Wayang Sasak’s development. Key statistical measures, including effect sizes and significance levels, have been incorporated to enhance the validity of the findings. The results indicate that while Wayang Sasak has immense potential as a sustainable creative industry product, it faces key obstacles such as limited access to technology and eco-friendly materials. However, the study highlights specific significant opportunities, particularly the percentage of analyzed studies supporting digital integration and the economic indicators suggesting viability. Furthermore, collaborative efforts with the tourism and creative sectors in Lombok offer promising pathways for enhancing the economic viability and international appeal of Wayang Sasak. The conclusion emphasizes the strategic importance of adopting the Green Ocean Strategy to ensure the sustainable development of this cultural heritage. Practical implications for stakeholders include actionable recommendations to strengthen community engagement, innovate production methods, and align with global sustainability trends. By adopting adaptive strategies, Wayang Sasak can thrive as a vital component of the creative economy while preserving its traditional essence
Detecting AI-Generated and Authentic Artworks Using a ResNet50 Convolutional Neural Network Architecture Putri Nabila, Nadia; Suharto, Bambang; Noor Febriana, Fitri
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Vol 10 No 2 (2026): April 2026
Publisher : Ikatan Ahli Informatika Indonesia (IAII)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29207/resti.v10i2.7362

Abstract

The rapid advancement of generative artificial intelligence (AI) has obscured the distinction between human- and machine-created art, posing significant challenges to authentication, copyright, and artistic integrity. This study addresses the critical need for reliable verification tools by developing and evaluating a deep learning model to automatically classify artworks based on their origin. A ResNet50 Convolutional Neural Network architecture was fine-tuned for the binary classification task. The model was trained on a custom, perfectly balanced dataset comprising 868 images (434 AI-generated, 434 authentic artworks). The training protocol included extensive data augmentation to enhance generalization and an early stopping mechanism to prevent overfitting. The experimental results demonstrate a high level of classification performance. The model achieved a validation accuracy of 86.21%, with a precision of 0.88 and a recall of 0.84 for the AI-Generated class. A Receiver Operating Characteristic (ROC) analysis yielded an Area Under the Curve (AUC) of 0.929, indicating robust discriminative capability. Qualitative error analysis revealed that the model's primary challenges lie in classifying hyper-realistic AI-generated images and authentic artworks with surreal or digitally abstract styles. This study validates the effectiveness of the ResNet50 architecture as a reliable and accessible tool for digital art authentication. It contributes a well-documented performance baseline on a balanced, custom dataset, providing a practical foundation for future research. This work highlights key challenges and suggests future directions, such as the exploration of more advanced architectures and the development of larger, more diverse datasets to further improve detection accuracy.
Co-Authors Achmad Kurniawan Afifa, Nisa Batrisiyah Aflahah Ramadhani Nidia Saputri Ahmat Farichi Aini, Silvi Kurrotul Aisha Singgih Alda A, Febriana Alexander Tunggul Sutanhaji Aliftica Regina Mudmainnah Aliyah Mutiara Rizqy Setiawan Aly, Muhammad Nilzam Alya Farras Azzahra Amelia Damayanti Wibowo Ananda Aprilia Saraswati Ananda, Rahmah Rizqi Andria Kusuma, Vicky Angelia Setya Lukita Ardianto, Kiara Dwiva Arin Saumi Fortuna Armita, Aulliya Dwi Asminar Mokodongan Astutik, Mira Carera Ata Amrullah Aulia Nur Mustaqiman Aulia Nur Mustaqiman Auralaila, Deavenue Aurellya Rahmada Dewinta Averil Rorizanda Azzahra, Alya Farras Azzahra, Tania Bambang Rahadi Bambang Rahadi Bambang Rahadi Widiatmono Bantulu, Lisna Bascha, Umi F Bascha, Umi Farichah Bayu Andriani Bintoro Wardiyanto, Bintoro Cendra Irawan Damana, I Ketut Desnithalia, Farisa Alyani Devita Rachmasari Dian Yulie Reindrawati DINA PUTRI ANGGRAINI Dina Sulistyaningrum Disa Muqtahimi Ulilalbab Dwitik Winar Rahayu Eka Lestari Elvina Amanda Evi Kurniati Evi Kurniati Evi Kurniati Fadhila, Rizka Fadillah Inastasia Fadita Dwi Medina Fahmi Alpha Yanitra Fajri Anugroho, Fajri Farell Marshal Asoka Farisa rahma ayu Fathurrahman, Dzaki Fauzia Rohmatul Laili Fazrin, Farah Azirinda Fernanda Vanessa Gosal Firdaus, Aji Akbar Fransisco, Wawan Gagas Gayuh Aji, Gagas Gayuh Galuh Rahajeng Prosaria Primaniartha Ghulam Arsyad Addibi Gusminanti Kasdi Handaru B Cahyono Harji, Laisya putri Hasanah, Fatmawati Uswatun Hidayatullah, Syarifuddin Ikhroma Anbilqis, Naily Iman Teguh Widiantoro Isnaini, Santi Isnainy, Santi J. Bambang Rahadi J. Bambang Rahadi W. Jannah, Dian Mifthakhul Jiwangga Hadi Nata Judijanto, Loso Junaidi Junaidi Kaligis, Carlita Grace Caesaria Kalingga Wenna Ferliqueena Paramitha Kamelia Arifah Karin Sufi Permatasari Kiara Dwiva Ardianto Kirana, Angkita Wasito Kristanto, Damar Kristanto, Damar Kurniawan, Ramdhan Laksmi, Luh Putu Gita Laksmi, Noorhani Dyani Lestari, Adelia Budi Lestari, Qatrunnada Liliya Dewi S. Liliya Dewi Susanawati Liliya Dewi Susanawati Limanto, Mikhail Vins Louis Lina Suhendarwati Lukita, Angelia Setya Mailarangan, Kardevilla Ferina Mardika, Hana Angriyani Masrur Maulidy, Ahmad Maulana, Shoffan Maulidy, Ahmad Masrur Maurisia Putri Permatasari Medina, Fadita Dwi Mentari Kinasih Miladyah, Rizka Milka Pasulu Mochammad Hassan Bayu Santoso Moh Ali, Moh Moh.Hanif Zulfansyah Mohammad Habibi Surya Buwana Mohammad Misbhahul Anam MS Monica, Florensia Yuke Muh Febrian Alim Muttaqin Muhammad Revaldo Putra Pradana Nabila, Ilsa Nada, Sheila Anindia Qotrun Nadhif Zafran Zuhdi Najihah, Dliyaun Naomi, Laetycia Nariswari, Lolita Paramesti Nata Jelita Listya Nata, Jiwangga H Naura Athallah Putri Navisha Aulia Navy Aprilia Putri Nilawardhani, Farista Dhika Noor Febriana, Fitri Novianty Djafri Novitasari, Salwa Aulia Nur Ainun Naima Nur Emma Suriani Nurina Akmalia Nuruddin Ossa Ladaena Erfadita Bayu Rismaharani Pahmi, Syamsul Pahrijal, Rival Permatasari, Karin Sufi Pranciska Trisnawati Handayani Budianto Prastika, Pingky Dwi Ayu Pratama, I Wayan Adi Priyana, Yana Priyo Susilo, Fahmi Agus Puspita, Dinar Chandra Putri Nabila, Nadia Putri, Fidyasari Kusuma Putri, Nabilah Paramita Rachman Sinatriya Marjianto Rafiy Ahmad Saputra Rahayu, Sita Arifani Rahmat Yuliawan Ramadhan, Kemal Zulfikar Rchwono, Yudianto Reindrawati, Dian Y Renanda Ariska Faradina Reni Juliani, Reni Riananda, Zavira Rike Ardhinissa Rio Hengky Sulanda Riskihadi, Afrike Rizki Dwika Amalia, Rizki Dwika Rizki Yunia Cesaria Ruslan Wirosoedarmo Ruslan Wirosoedarmo Salsabila, Zahara Santi Diwyarthi, Ni Desak Made Saputri, Aflahah Ramadhani Nidia Sekar Aulia Lintangkinasih Seliaprillia Seliaprillia Septiyaningsih, Nurul Shelly Christanti Sholihah, Nilna Muna Silfi Arini Sinulingga, Rizky Amalia Sofiansyah, Ari Sri Endah Kinasih Sri Endah Nurhidayati Suharno, Novianto Edi Suprapto, Sena Sukmananda Suriani, Nur E Susanawati, J. Liliya Dewi Susilo, Anton Sya'diyah, Maghfirotus Syahputra, Dimas Novian Syaiful Hidayat, Syaiful Syakira Amira Rahmadhani Tia Budi Riyanti Tiara Dwinda Syahrani Tri Siwi Agustina Tunggal Afrilia Wahdah, Nikmatul Bahril Wardhani, Dya Ayuning Kusuma Wulan Ruhunnatiqah Hijriyati Yunardi, Riky Tri Yunita, Febri Rizma Yusram adi