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Pengelolaan Sampah Plastik menjadi Ecobrick sebagai Solusi Pendidikan Berkelanjutan pada Siswa Taman Kanak-Kanak (Management of Plastic Waste into Ecobricks as a Solution for Sustainable Education in Kindergarten Students) Asih, Hayati Mukti; Hakika, Dhias Cahya; Biddinika, Muhammad Kunta
Indonesia Berdaya Vol 6, No 2 (2025)
Publisher : UKInstitute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47679/ib.20251017

Abstract

ABSTRACTPermasalahan sampah plastik di Indonesia telah menjadi isu lingkungan yang mendesak, terutama karena pengelolaan sampah yang tidak optimal. Sampah plastik yang sulit terurai menyebabkan pencemaran lingkungan, termasuk mikroplastik di ekosistem laut, serta mengancam kesehatan masyarakat. TK Cahya Mentari sebagai bagian dari komunitas pendidikan memerlukan intervensi untuk meningkatkan kesadaran dan keterampilan dalam pengelolaan sampah plastik. Program Pengabdian kepada Masyarakat (PkM) ini dirancang untuk membekali guru dengan pengetahuan dan keterampilan praktis dalam mengolah sampah plastik menjadi ecobrick, mengkreasikan ecobrick menjadi produk, sekaligus mengintegrasikan pembelajaran berbasis lingkungan ke dalam kurikulum anak usia dini. Tujuan program ini adalah meningkatkan pemahaman guru tentang dampak sampah plastik, melatih keterampilan pembuatan ecobrick dan diversifikasi produknya, serta mendorong penerapan pembelajaran keberlanjutan di kelas. Hasil dari program menunjukkan peningkatan signifikan pada pengetahuan dan keterampilan guru, dengan lebih dari 95% peserta mampu memahami konsep pengelolaan sampah dan mempraktikkan pembuatan ecobrick. Selain itu, para guru berhasil mengimplementasikan aktivitas berbasis lingkungan di kelas, yang meningkatkan kesadaran siswa terhadap pentingnya menjaga kebersihan dan mengelola limbah sejak usia dini. Program ini tidak hanya memberikan solusi konkret untuk mengurangi sampah plastik tetapi juga menciptakan ekosistem pembelajaran yang mendukung keberlanjutan. Manfaatnya meluas tidak hanya pada peningkatan kapasitas guru, tetapi juga dalam menanamkan nilai-nilai lingkungan pada generasi muda. Keberhasilan program ini membuka peluang untuk replikasi dan pengembangan lebih lanjut di sekolah lain, serta kolaborasi dengan komunitas lokal untuk menciptakan dampak yang lebih besar.  Abstract. The issue of plastic waste in Indonesia has become a pressing environmental concern, particularly due to suboptimal waste management practices. Non-biodegradable plastic waste leads to environmental pollution, including microplastics in marine ecosystems, and poses a threat to public health. Cahya Mentari Kindergarten, as part of the educational community, requires intervention to enhance awareness and skills in plastic waste management. This Community Service Program (PkM) is designed to equip teachers with practical knowledge and skills in processing plastic waste into ecobricks, creating products from ecobricks, and integrating environmental-based learning into the early childhood curriculum. The objectives of this program are to improve teachers' understanding of the impacts of plastic waste, train them in ecobrick production skills and product diversification, and encourage the implementation of sustainability education in the classroom. Results from the program indicate a significant increase in teachers' knowledge and skills, with over 95% of participants able to comprehend waste management concepts and practice ecobrick production. Additionally, teachers successfully implemented environmental-based activities in the classroom, raising students' awareness of the importance of cleanliness and waste management from an early age. This program not only provides a concrete solution to reduce plastic waste but also creates a learning ecosystem that supports sustainability. Its benefits extend beyond enhancing teachers' capacities to instilling environmental values in the younger generation. The success of this program opens opportunities for replication and further development in other schools, as well as collaboration with local communities to create a greater impact.
PELATIHAN DESAIN GRAFIS DAN PEMBUATAN POSTER MENGGUNAKAN CANVA STUDY KASUS : SMK KESEHATAN BINATAMA YOGYAKARTA Caesar Irjayana, Rizky; Febriyanto, Bayu; Murinto; Kunta Biddinika, Muhammad
Jurnal Pengabdian Masyarakat Bumi Rafflesia Vol. 8 No. 1 (2025): APRIL: Jurnal Pengabdian Kepada Masyarakat Bumi Raflesia
Publisher : Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jpmbr.v8i1.7548

Abstract

Desain grafis, khususnya dalam konteks pembuatan poster, memegang peranan penting dalam komunikasi visual di era digital. Kemampuan untuk membuat poster tidak lagi terbatas pada kelompok tertentu; individu dari berbagai latar belakang dapat memanfaatkan desain grafis. Canva, sebuah aplikasi desain grafis berbasis web, menawarkan solusi praktis bagi siapa pun yang ingin menciptakan desain menarik tanpa perlu memiliki keahlian profesional. Pelatihan desain grafis yang memanfaatkan Canva bertujuan untuk meningkatkan kemampuan peserta dalam menciptakan poster yang efektif dan komunikatif. Pelatihan ini mencakup pengenalan prinsip- prinsip dasar desain grafis, seperti elemen visual, tipografi, warna, dan komposisi, serta penerapan Canva untuk menghasilkan desain yang menarik dan profesional. Dengan memanfaatkan Canva, siswa SMK Kesehatan Binatama Yogyakarta diharapkan dapat mengembangkan kreativitas dan keterampilan desain grafis mereka, mempersiapkan diri untuk menghadapi tuntutan dunia kerja yang semakin membutuhkan kemampuan desain visual. Pelatihan ini tidak hanya menawarkan keterampilan teknis, tetapi juga memberikan kesempatan untuk mengembangkan kemampuan lain yang sangat berharga juga membekali peserta dengan pemahaman tentang pentingnya desain dalam konteks komunikasi dan promosi di berbagai sektor.
SMOTE-SVM for Handling Imbalanced Data in Obesity Classification Biddinika, Muhammad Kunta; Yuliansyah, Herman; Soyusiawaty, Dewi; Razak, Farhan Radhiansyah
IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Vol 19, No 2 (2025): April
Publisher : IndoCEISS in colaboration with Universitas Gadjah Mada, Indonesia.

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/ijccs.103994

Abstract

 Obesity is a significant health issue associated with various chronic diseases, making its early classification critical for effective interventions. This study investigates the performance of Support Vector Machine (SVM) models with Radial Basis Function (RBF) and Linear kernels on imbalanced obesity datasets. To address data imbalance, Synthetic Minority Over-sampling Technique (SMOTE) and Random Undersampling (RUS) were applied. The results reveal that balancing techniques significantly enhance classification performance, with the Linear model achieving the highest accuracy of 96.54% when balanced using SMOTE. However, limitations include reduced recall for minority classes and potential overfitting risks. These findings underscore the importance of balancing techniques in health data classification and offer insights for further optimizing model performance. The study highlights the need for advanced data balancing strategies to improve predictive accuracy and equity across all classes.
Educational and Outreach Initiatives to Support Community-Based Waste Management for a Sustainable Environment in Dech Charoen Village, Thailand Aktawan, Agus; Rahayu, Aster; Biddinika, Muhammad Kunta; Hakika, Dhias Cahya; Areeprasert, Chinnathan
Indonesia Berdaya Vol 6, No 3 (2025)
Publisher : UKInstitute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47679/ib.20251194

Abstract

The rapid rise in urbanization and waste production has significantly impacted the environment. Therefore, community-based waste management is a crucial approach for reducing the environmental impact of domestic and household waste. This community service project aims to promote environmental sustainability through community-based education on waste management. This initiative was carried out in Dech Charoen Village, Thailand, aiming to increase community awareness about the importance of sustainable waste management practices. This paper discusses the community service activities conducted in Dech Charoen Village and their impact on community empowerment and environmental sustainability. The activities included a sharing session on community-based waste management, outreach on the reduce, reuse, and recycle (3R) principle for inorganic waste, and practical outreach on processing organic waste using a composting machine. Results showed a considerable rise in awareness of waste management methods, with more than 90% of participants achieving a better understanding of waste segregation, recycling, composting practices, and the importance of community involvement.
APLIKASI AUGMENTED REALITY UNTUK VISUALISASI PERANCANGAN GREEN CITY Al Baqir, Mufaddal; Kunta Biddinika, Muhammad; Herman, Herman; Suwanti, Suwanti
JATI (Jurnal Mahasiswa Teknik Informatika) Vol. 9 No. 3 (2025): JATI Vol. 9 No. 3
Publisher : Institut Teknologi Nasional Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36040/jati.v9i3.13411

Abstract

Pengembangan Green City menghadapi tantangan dalam menciptakan kawasan perkotaan yang ramah lingkungan. Teknologi Augmented Reality (AR) memungkinkan visualisasi interaktif elemen kota hijau dengan menggabungkan objek virtual dan fisik. Permasalahan perkotaan seperti polusi udara dan berkurangnya ruang hijau berdampak negatif pada kualitas hidup. Reboisasi menjadi elemen utama Green City dengan menanam pohon untuk meningkatkan kualitas udara dan mengurangi suhu. Penelitian ini merancang aplikasi AR markerless untuk mendukung reboisasi melalui visualisasi model 3D pohon tanpa marker. Tahapan penelitian meliputi analisis jenis pohon, akuisisi model 3D, serta implementasi pada smartphone Android. Pengujian aplikasi melibatkan 10 partisipan dengan total 50 uji coba, menunjukkan tingkat keberhasilan 80% dalam menampilkan model pohon secara akurat di lingkungan nyata. Namun, beberapa kendala teknis seperti pencahayaan kurang optimal dan sudut pandang yang tidak tepat memengaruhi deteksi bidang datar. Hasil penelitian menunjukkan keberhasilan aplikasi dalam memproyeksikan pohon secara realistis, meningkatkan kesadaran akan ruang hijau. Pengembangan lanjutan direkomendasikan untuk menambahkan simulasi pertumbuhan pohon, perhitungan manfaat ekologi, dan integrasi data lingkungan real-time guna mendukung pembangunan kota berkelanjutan.
EDUKASI PENGOLAHAN DAN PEMILAHAN SAMPAH PLASTIK GUNA PENINGKATAN EKOLITERASI ORANG TUA SISWA TK CAHYA MENTARI Hakika, Dhias Cahya; Asih, Hayati Mukti; Biddinika, Muhammad Kunta; Yuwantina, Anissa; Safitri, Anggi; Sugianti, Ardina Fitri
Jurnal Abdi Insani Vol 11 No 4 (2024): Jurnal Abdi Insani
Publisher : Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/abdiinsani.v11i4.2013

Abstract

Garbage is identified as objects or materials that are no longer deemed necessary, useful, or wanted, and are often disposed of by individuals or communities. Various sources and categories of garbage and waste exist, which, without proper management, could contaminate soil, water, and air. Implementing educational programs on waste management is crucial to boost community awareness and involvement in mitigating the detrimental effects on environmental and public health. Particularly, enhancing parental awareness of waste is essential for cultivating environmental stewardship in young children. This community service initiative aims to educate parents, especially those of students at TK Cahya Mentari in Semarang District, on the processing and sorting of primarily plastic waste to improve their eco-literacy. The program includes a series of educational and technical guidance sessions that introduce fundamental waste management principles, effective sorting techniques, and the adoption of eco-friendly practices in daily life. This intervention is intended to enable parents to incorporate these practices into domestic routines and to instil environmental consciousness in their children. This program resulted in a significant increase in knowledge, with parents’ understanding improving from 53% to 91.33%. The results from this initiative indicate that the educational efforts have successfully enhanced parental understanding of waste management, thereby contributing to the development of environmental awareness among children at TK Cahya Mentari.
MANAJEMEN KERJA SAMA SEKOLAH MENENGAH KEJURUAN DENGAN INDUSTRI DAN DUNIA KERJA Amrullah, Abdullathif Karim; Susatya, Edhy; Biddinika, Muhammad Kunta
VOCATIONAL: Jurnal Inovasi Pendidikan Kejuruan Vol. 5 No. 3 (2025)
Publisher : Pusat Pengembangan Pendidikan dan Penelitian Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51878/vocational.v5i3.6095

Abstract

Vocational high school education is more effective and efficient if vocational high schools and industries closely. In fact, it is not easy for vocational high schools to obtain cooperation partners with industry and the world of work, the cooperation relationship certainly does not just happen without going through a long process. This study aims to analyze the management of vocational high school cooperation with industry and the world of work including planning, implementation, and evaluation of cooperation. The results show that cooperation planning is based on; (1) potential mapping, (2) regulations, (3) objectives, (4) urgency, and (5) cooperation strategies. The implementation of cooperation is based on; (1) exploration, (2) communication and coordination, (3) forms of activities, and (4) stakeholder involvement in cooperation. Evaluation of cooperation is based on; (1) monitoring and evaluation, (3) activity reporting, (4) supporting factors, (5) inhibiting factors, (6) efforts to overcome obstacles, (7) goal achievement, (8) benefits, and (9) cooperation development. Supporting factors for vocational high school cooperation with industry and the world of work are in the form of positive support that is effectively communicated by all related parties in carrying out commitments to achieve common goals. Factors inhibiting cooperation in the form of a negative mindset and lack of awareness of harmony in achieving common goals. Efforts to overcome obstacles to cooperation in the form of increasing awareness of commitment to achieving common goals with open dialog using the principles of coordination and effective communication that is collaborative. ABSTRAKPendidikan SMK lebih efektif dan efisien apabila SMK dengan IDUKA melakukan kerja sama yang erat. Kenyataanya tidak mudah bagi SMK untuk memperoleh mitra kerja sama dengan IDUKA, hubungan kerja sama tentu tidak terjadi begitu saja tanpa melalui proses panjang. Penelitian ini bertujuan menganalisis manajemen kerja sama SMK dengan IDUKA meliputi perencanaan, pelaksanaan, dan evaluasi kerja sama. Hasil penelitian menunjukan perencanaan kerja sama didasarkan pada; (1) pemetaan potensi, (2) peraturan, (3) tujuan, (4) urgensi, dan (5) strategi kerja sama. Pelaksanaan kerja sama didasarkan pada; (1) penjajakan, (2) komunikasi dan koordinasi, (3) bentuk kegiatan, dan (4) keterlibatan stakeholder dalam bekerja sama. Evaluasi kerja sama didasarkan pada; (1) monitoring dan evaluasi, (3) pelaporan kegiatan, (4) faktor pendukung, (5) faktor penghambat, (6) upaya mengatasi hambatan, (7) ketercapaian tujuan, (8) manfaat, dan (9) pengembangan kerja sama. Faktor pendukung kerja sama SMK dengan IDUKA berupa dukungan positif yang dikomunikasikan efektif seluruh pihak terkait dalam menjalankan komitmen untuk mencapai tujuan bersama. Faktor penghambat kerja sama berupa mindset negatif dan kurangnya kesadaran terhadap keselarsan dalam mencapai tujuan bersama. Upaya mengatasi hambatan kerja sama berupa meningkatkan kesadaran komitmen untuk mencapai tujuan bersama dengan dialog terbuka menggunakan prinsip koordinasi dan komunikasi efektif yang bersifat kolaboratif.
Comparison of Machine Learning Algorithms for Stunting Classification Yunus, Muhajir; Biddinika, Muhammad Kunta; Fadlil, Abdul
Scientific Journal of Engineering Research Vol. 1 No. 2 (2025): April
Publisher : PT. Teknologi Futuristik Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.64539/sjer.v1i2.2025.9

Abstract

Indonesia is one of the countries with medium stunting data over the past decade, around 21.6%. Stunting prevention is a national program in Indonesia, and stunting reduction in children is the first of the six goals in the Global Nutrition Target for 2025. Based on SSGI data in 2022, the prevalence of stunting in Gorontalo Province is 23.8% and is in the high category. Stunting prevention is an early effort to improve the ability and quality of human resources. This study compared two Machine Learning algorithms for stunting classification in children, namely the Naive Bayes method and Decision Tree C4.5 using Python by dividing the training and testing data a total ratio of 80:20. The performance of each algorithm was evaluated using a dataset of child health information based on z-score calculation data with a total of 224 records, consisting of 4 attributes and 1 label, namely gender, age, weight, height and nutritional status. The results of the research that have been conducted show that the Decision Tree C4.5 algorithm achieves the highest accuracy in the classification of stunting events with an accuracy of 87% while for the Naïve Bayes algorithm produces a low accuracy of 71% so that for this study the Decision tree C4.5 algorithm is the best algorithm for the classification of stunting events. These findings suggest this algorithm can be a valuable tool for classifying children's stunting.
DenseNet Architecture for Efficient and Accurate Recognition of Javanese Script Hanacaraka Character Sudewo, Egi Dio Bagus; Biddinika, Muhammad Kunta; Fadlil, Abdul
MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer Vol. 23 No. 2 (2024)
Publisher : Universitas Bumigora

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30812/matrik.v23i2.3855

Abstract

This study introduced a specifically optimized DenseNet architecture for recognizing Javanese Hanacaraka characters, focusing on enhancing efficiency and accuracy. The research aimed to preserve and celebrate Java’s rich cultural heritage and historical significance through the development of precise character recognition technology. The method used advanced techniques within convolutional neural networks (CNN) to integrate feature extraction across densely connected layers efficiently. The result of this study was that the developed model achieved a training accuracy of 100% and a validation accuracy of approximately 99.50% after 30 training epochs. Furthermore, when tested on previously unseen datasets, the model exhibited exceptional accuracy, precision, recall, and F1-score, reaching 100%. These findings underscored the remarkable capability of DenseNet architecture in character recognition, even across novel datasets, suggesting significant potential for automating Javanese Hanacaraka text processing across various applications, ranging from text recognition to digital archiving. The conclusion drawn from this study suggests that optimizing DenseNet architecture can be a significant step in preserving and developing character recognition technology for Javanese
From struggles to strategies: Indonesian students’ use of e-portfolios in public speaking courses through the lens of self-regulated learning and sociocultural theory Muhammad Ali, Raden; Narpaduita, Pamastu; Iqwan Sanjani, Muhammad; Khaerati Syam, Ummi; Hastuti, Dwi; Kunta Biddinika, Muhammad
JEES (Journal of English Educators Society) Vol 10 No 2 (2025): October
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/jees.v10i2.1969

Abstract

The implementation of e-portfolios in education has gained widespread recognition for its potential as both an assessment and learning tool. This study examines challenges faced by students in creating e-portfolios during public speaking classes and strategies to overcome them. Conducted among fifth-semester English Education students at a university in Yogyakarta, Indonesia, this qualitative research employed observations, semi-structured interviews, and documentation for data collection. Findings reveal obstacles such as confusion with e-portfolio structure, limited digital skills, unreliable internet, and time management struggles. Students also faced issues with creativity, motivation, and balancing workloads. To address these challenges, students employed collaborative learning by consulting peers and lecturers, and self-directed learning through online tutorials. Time management strategies like task segmentation and avoiding procrastination helped them stay on track. They utilized concept maps for organization, identified reliable internet hotspots, and relied on peer feedback for mutual support and revisions. Focus on self-responsibility and goal setting further enhanced their motivation. The study concludes that despite its challenges, e-portfolio development fosters critical skills like independence, creativity, and time management. Institutional support through workshops and improved digital infrastructure plays a crucial role in enabling student success. Educators can systematically address barriers to optimize e-portfolio use as a powerful tool for academic and professional growth.
Co-Authors Abdul Fadlil Abrar Ridwan Aditya Kolakoti Affan, Dhava Chairul Agus Aktawan, Agus Ahmad Azhari Ahmad Kafrawi Nasution Al Baqir, Mufaddal Aldri Frinaldi Alfaridhi, Dio Fahmi Alghiffari, Eka Kevin Ali, Raden Muhammad Aliyah Rasyid Baswedan Alper Calam Amalia, Nabilah Aminuyati Amrullah, Abdullathif Karim Ananda, Anisa Rizki Annafii, Moch. Nasheh Anton Yudhana Areeprasert, Chinnathan Asep Bayu Dani Nandiyanto Asep Setyaji Asih, Hayati Mukti Azwan, Hasnul B. A. Budiman Bakhtiyor Nakhshiniev Bambang Hariyadi Bella Okta Sari Miranda Budi Santosa Budi Santosa Caesar Irjayana, Rizky Dahlan, Bakrun Damayanti, Nunung Desi Lestari Dewi Soyusiawaty Dhias Cahya Hakika Dhias Cahya Hakika Diyah Puspitarini Dori Yuvenda Dwi Hastuti Edhy Susatya Edhy Susatya, Edhy Egi Dio Bagus Sudewo F. Triawan Fadliondi Fatimah, Vita Arfiana Nurul Febriyanto, Bayu Fitri Nur Mahmudah Fitri Nur Mahmudah Fitriah Fitriah Fitriah Fitriah Fumitake Takahashi Gilang Isa Baskara Hasanah , Noviatun Hasanah, Noviatun Herman Herman Herman Herman Herman Herman Yuliansyah, Herman Husna, Jannatul Ikhlasul Amal Imam Riadi Indryanto, Mokhamad Arif Iqwan Sanjani, Muhammad Irhash Ainur Rafiq Jogo Samodro, Maulana Muhamammad Junedi Haryanto Kamis, Arasinah Karima Anggita Wijayanti Kariyamin, Kariyamin Khaerati Syam, Ummi Khoirul Anam Dahlan Kintung Prayitno, Kintung Kurniasih, Indri Kusnadi, Andre Martomo Setyawan Martomo Setyawan Maulana Muhammad Jogo Samudro Maulana, Irvan Mbuo, Wilda Mochamad Syamsiro Muhajir Yunus Muhamad Agus Sriyono Muhamad Alwi Talib Muhammad Ali, Raden Muhammad Aziz Muhammad Eko Agung Nugroho Muhammad Fahmi Mubarok Nahdli Muhammad Sayuti Muji Setiyo Murinto Musfirah Nadia, Hafizhatu Narpaduita, Pamastu Nofikusumawati Peni, Nur Robiah Nor Azwadi Che Sidik Nur Mahmudah, Fitri Nur Makkie Perdana Kusuma Olusegun David Samuel Opwora, Meshack Pamungkas , Rani Rahmawati Peni, Nur Robiah Nofi Kusumawati Pratama, Genta Putri, Anggista Malya Putri, Vinanga Dentia Rahayu, Aster Razak, Farhan Radhiansyah Ridwan Abdurrahman Rofiah, Nurul Hidayati Rokhmah, Na'ilir S. Hanaoka Safitri, Anggi Satriya Dwi Putra Sayuti, Muhammad Setiawati, Nelly Setyawati, Nelly Sholihah, Mona Shun-ichiro Ohmi Sonny Abriantoro Wicaksono Srikandi Novianti Subekti, Dewi Ani Sugeng Santoso Sugianti, Ardina Fitri Suhendra Sunardi, Sunardi Suprap, Suprap Susanto, Harry Agus Suwanti Suwanti Syahputra, Derly Syahrani Lonang Syamsiar, Syamsiar Tri Kuat Tri Kuat, Tri Triawan, Farid Tristanti, Novi Tuessi Ari Purnomo Wadiyo Wadiyo Wijayanti, Karima Anggita Wiwik Handayani Yulianto, Dinan Yunisa, Fahmi Yuwantina, Anissa Zein, Wahid Alfaridsi Achmad