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All Journal Jurnal Pekommas Telematika : Jurnal Informatika dan Teknologi Informasi Jurnal Teknologi dan Sistem Komputer Compiler Journal of Dedicators Community Jurnal Penelitian Pers dan Komunikasi Pembangunan JISKa (Jurnal Informatika Sunan Kalijaga) Jurnal Berdaya Mandiri Indonesian Journal of Data and Science Jurnal Abdimas Kartika Wijayakusuma PELS (Procedia of Engineering and Life Science) Indonesian Journal on Data Science Teknomatika: Jurnal Informatika dan Komputer International Journal of Artificial Intelligence in Medical Issues
Aris Wahyu Murdiyanto
Universitas Jenderal Achmad Yani Yogyakarta
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SMART PERPUSTAKAAN: INOVASI PENINGKATAN LITERASI SEKOLAH ANAK USIA DINI AKAR TUMBUH MELATI DI KELURAHAN SENDANGADI MLATI SLEMAN Aris Wahyu Murdiyanto; Kartikadyota Kusumaningtyas; Ikbal Rizki Putra; Septiyati Purwandari; Bara Falah Adikaputra; Agung Satria Panca; Fitriatul Hasanah
Jurnal Berdaya Mandiri Vol. 6 No. 3 (2024): JURNAL BERDAYA MANDIRI (JBM)
Publisher : Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/jbm.v6i3.7184

Abstract

This program aims to enhance educational services and literacy knowledge among early childhood students at Akar Tumbuh Melati School through the implementation of appropriate technology (Smart Perpustakaan). The activities were carried out in five stages: socialization, training, technology implementation, assistance, and evaluation with sustainability measures. The Smart Perpustakaan technology includes a library space, an encyclopedia book collection, virtual reality (VR) videos for interactive reading activities, and Cardboard VR devices. The results show a 92% increase in digital literacy knowledge and a 33.33% improvement in the quality of educational services. This program successfully reduced children's dependency on non-educational digital content and opened opportunities for sustainable collaboration with related stakeholders. Keyword: early childhood literacy, educational services, appropriate technology, Smart Library, community service
Risk Assessment in the Life Cycle of Electronic Medical Record System Development: Assasmen Risiko Dalam Siklus Hidup Pengembangan Sistem Rekam Medis Elektronik Ningsih, Kori Puspita; Santoso, Sugeng; Purbobinuko, Zakharias Kurnia; Dewi, Tika Sari; Murdiyanto, Aris Wahyu
Procedia of Engineering and Life Science Vol. 7 (2025): Prosiding Seminar Nasional dan Rakernas PORMIKI X
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/pels.v7i0.2184

Abstract

The Indonesian government mandated PMK 24 of 2022 concerning Medical Records as a challenge for health service facilities in Indonesia to develop Electronic Medical Records (EMR). Risk management plays an important role in every stage of the system development life cycle (SDLC). Risk assessment is the first stage in the risk management method. This research aims to explore risks in RME development in an effort to determine risk mitigation for RME development in the SDLC framework. The results of this research show the identification of risks based on hardware, software, vulnerability to technological change, vulnerability to instability in technology supply, project failure,regulatory and compliance impact. These categories of risks are outlined in the SDLC framework including the initiation, development, implementation, maintenance and disposal phases. Next, probability and impact measurements are carried out, to analyze the level of risk with low, medium and high determinants. The existence of this risk level makes it easier for stakeholders to identify appropriate controls to reduce or eliminate risks during the risk mitigation process. The output of this research is presented in the form of a risk register. The conclusion of this research shows that risks in high determinants require mitigation efforts from the aspects of regulations, infrastructure and human resources.
Penerapan Teknologi Pengolah Air Siap Minum di Padukuhan Brajan, Banjararum, Kalibawang, Kulon Progo Murdiyanto, Aris Wahyu; Hanafi, Ahmad; Rosid, Ibnu Abdul; Sutanta, Edhy; Hariyanto, Satriawan Dini; Lestari, Sisilia Endah; Iswahyudi, Catur; Purnawan, Purnawan; Rahayu, Suparni Setyowati; Nurcahyo, Raden Wisnu
Jurnal Abdimas Kartika Wijayakusuma Vol 5 No 3 (2024): Jurnal Abdimas Kartika Wijaya Kusuma
Publisher : LPPM Universitas Jenderal Achmad Yani

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26874/jakw.v5i3.455

Abstract

Padukuhan Brajan merupakan salah satu wilayah di Kalurahan Banjararum, Kapanewon Kalibawang, Kabupaten Kulon Progo, Provinsi Daerah Istimewa Yogyakarta. Padukuhan Brajan yang berada pada Perbukitan Menoreh termasuk wilayah sulit air, rawan kekeringan, memiliki potensi air tanah yang kecil dengan bulan kering 5-6 bulan per tahun. Dalam beberapa tahun terakhir menerima droping air karena ketersediaan air yang minim saat musim kemarau, dan belum semua warga terlayani jaringan air bersih/sehat, baik yang dilayani oleh PDAM/PAM Desa/PAMSIMAS. Air di wilayah Padukuhan Brajan juga berkapur yang apabila dikonsumsi dalam jangka panjang dapat menimbulkan gangguan kesehatan dan penyakit. Kegiatan inovatif diperlukan untuk mengatasi masalah ketersediaan air, terutama air minum bagi warga di Padukuhan Brajan. Kegiatan Pengabdian kepada Masyarakat (PkM) telah dilaksanakan untuk mengatasi masalah air minum tersebut, berupa penerapan Teknologi Tepat Guna (TTG) sistem pengolah air menjadi air siap minum. Kegiatan PkM di wilayah Padukuhan Brajan dilaksanakan sebagai bagian dari Program Kosabangsa Tahun 2023 dengan sumber pendanaan dari Direktorat Riset, Teknologi dan Pengabdian Kepada Masyarakat (DRTPM) Kemdikbudristek. Pelaksana kegiatan adalah tim gabungan dosen dan mahasiswa dari 3 (tiga) kampus, yaitu Universitas Jenderal Achmad Yani Yogyakarta (UNJAYA), Universitas AKPRIND Indonesia, dan Universitas Gadjah Mada. Kegiatan PkM berlangsung selama 3 bulan. Tahapan kegiatan yang dilaksanakan meliputi sosialisasi, pelatihan, penerapan teknologi, pendampingan, serta evaluasi dan keberlanjutan. Berdasarkan hasil evaluasi, kegiatan ini mampu menjadi bagian solusi untuk masalah minimnya ketersediaan air bersih di lokasi Mitra. PkM ini juga sejalan dengan upaya peningkatan kesejahteraan sosial masyarakat, khususnya pelayanan air bersih. Dalam skala yang lebih luas dan jangka panjang, penerapan TTG Pengolah Air Siap Minum dapat mendukung upaya mengatasi masalah stunting di wilayah mitra. Dukungan para pemangku kepentingan merupakan faktor penting terhadap terlaksananya dan ketercapaian kegiatan. Pendekatan keseluruhan pelaksanaan PkM ini dapat dijadikan model untuk pengembangan wilayah serupa di wilayah dan waktu yang berbeda.
PENERAPAN TEKNOLOGI MESIN MIXER UNTUK MENINGKATKAN KUANTITAS DAN KUALITAS PRODUK PUPUK KOMPOS DI GAPOKTAN NGUDI MAKMUR, BANJARARUM, KULON PROGO Edhy Sutanta; Suparni Setyowati Rahayu; Raden Wisnu Nurcahyo; Samuel Kristiyana; Aris Wahyu Murdiyanto; Mukasi Wahyu Kurniawati
Jurnal Berdaya Mandiri Vol. 6 No. 1 (2024): JURNAL BERDAYA MANDIRI (JBM)
Publisher : Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/jbm.v6i1.6074

Abstract

The Ngudi Makmur Farmer Group (Gapoktan) is one of the productive economic groups located in Banjararum Village, Kulon Progo, Yogyakarta. Gapoktan Ngudi Makmur faces several issues, some of are deemed important and need to be resolved. The mentioned issues include environmental pollution risks and unpleasant odors arising from piles of livestock manure. Livestock manure is generally processed into compost fertilizer to nourish crops managed by the group. The process of turning livestock manure into compost fertilizer is done with the hand tool, resulted in relatively low production quantity and quality due to non-standard/uniform compost grain sizes. This Community Service Activity (PkM) is part of Kosabangsa Program implementation in 2023. The activity is carried out by a combined team from 2 (two) Higher Education Institutions (PT), namely Universitas Jenderal Achmad Yani Yogyakarta (UNJAYA), and Universitas AKPRIND Indonesia. This activity is conducted through 5 (five) stages which is: socialization, training, technology application, mentoring, as well as program evaluation and sustainability. The total duration of the activity is 4 (four) months. The appropriate technology (TTG) applied is a compost mixer machine. Based on the evaluation results after the activity, there was an increase in the quantity of compost production by 16.67% and an improvement in quality of compost with standard/uniform grain sizes. Keywords: mixer machine, quality, quantity, compost, appropriate technology
PENERAPAN TEKNOLOGI PEMBANGKIT LISTRIK TENAGA SURYA SEBAGAI SUMBER LISTRIK CADANGAN DI PONDOK PESANTREN HIDAYATULLAH YOGYAKARTA Marausna, Gaguk; Wahyu Murdiyanto, Aris; Rizki Putra, Ikbal; Eko Prasetiyo, Erwan; Yulianto Prabowo, Fajar
Jurnal Berdaya Mandiri Vol. 6 No. 3 (2024): JURNAL BERDAYA MANDIRI (JBM)
Publisher : Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/jbm.v6i3.7119

Abstract

The application of solar power plant technology as a backup power source at Hidayatullah Islamic Boarding School, Yogyakarta, aims to address the challenges caused by disrupted electricity supply. This Islamic boarding school has a strategic location due to its close access to the city center of Yogyakarta. The school relies on electricity for its educational and worship activities. A study was conducted to assess the potential of solar energy, geographical conditions, and the readiness of Hidayatullah Islamic Boarding School to adopt renewable energy technology. After the assessment, structured implementation activities, such as awareness socialization, training, and direct assistance, were carried out to ensure the management of the solar power system by the school administration. The results of the Community Service program showed that a solar power system had successfully been implemented to address disruptions during power outages, thereby improving worship and educational activities. This program encourages partner involvement and environmental awareness among the school management and students. Recommendations for ensuring the program’s sustainability include training, routine performance evaluations, and potential partnerships with government and private organizations to promote the use of renewable energy. This successful program is expected to serve as a model for other educational institutions seeking to implement renewable energy technology. Keyword: energy, solar, power plant, backup, community service.
SMART PERPUSTAKAAN: INOVASI PENINGKATAN LITERASI SEKOLAH ANAK USIA DINI AKAR TUMBUH MELATI DI KELURAHAN SENDANGADI MLATI SLEMAN Aris Wahyu Murdiyanto; Kartikadyota Kusumaningtyas; Ikbal Rizki Putra; Septiyati Purwandari; Bara Falah Adikaputra; Agung Satria Panca; Fitriatul Hasanah
Jurnal Berdaya Mandiri Vol. 6 No. 3 (2024): JURNAL BERDAYA MANDIRI (JBM)
Publisher : Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/jbm.v6i3.7184

Abstract

This program aims to enhance educational services and literacy knowledge among early childhood students at Akar Tumbuh Melati School through the implementation of appropriate technology (Smart Perpustakaan). The activities were carried out in five stages: socialization, training, technology implementation, assistance, and evaluation with sustainability measures. The Smart Perpustakaan technology includes a library space, an encyclopedia book collection, virtual reality (VR) videos for interactive reading activities, and Cardboard VR devices. The results show a 92% increase in digital literacy knowledge and a 33.33% improvement in the quality of educational services. This program successfully reduced children's dependency on non-educational digital content and opened opportunities for sustainable collaboration with related stakeholders. Keyword: early childhood literacy, educational services, appropriate technology, Smart Library, community service
Ensemble Learning Using KNN and Decision Tree for Virus Infection Classification in Mouse Study Dataset Wahyu Murdiyanto, Aris; Tarigan, Thomas Edyson; Zein, Hamada
International Journal of Artificial Intelligence in Medical Issues Vol. 3 No. 1 (2025): International Journal of Artificial Intelligence in Medical Issues
Publisher : Yocto Brain

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56705/ijaimi.v3i1.359

Abstract

In this study, we propose an ensemble learning approach to classify viral infection presence in mice using the Mouse Viral Infection Study Dataset. The dataset includes two numerical features—volumes of two administered medications—and a binary label indicating viral presence. To improve prediction performance, we combined K-Nearest Neighbor (KNN) and Decision Tree (DT) classifiers within a soft voting ensemble framework. Standardization was applied as a preprocessing step to ensure fair feature contribution, especially for the distance-sensitive KNN. The ensemble model underwent hyperparameter optimization using GridSearchCV with 5-fold cross-validation to fine-tune the number of neighbors for KNN and depth-related parameters for DT. The experimental results demonstrated that the ensemble classifier achieved perfect performance, with 100% accuracy, precision, recall, and F1-score on the test set. The confusion matrix showed no misclassifications, and the Receiver Operating Characteristic (ROC) curve achieved an Area Under Curve (AUC) of 1.00, indicating excellent separability between classes. These results suggest that the proposed ensemble effectively leverages the strengths of both KNN and DT, making it suitable for biomedical classification tasks where interpretability and reliability are critical. Although the model performed exceptionally well, the simplicity of the dataset, including balanced classes and clear feature boundaries, may have contributed to the ideal performance. Thus, while the findings are promising, further validation is necessary using more complex or noisy datasets. This study contributes a practical, interpretable, and effective ensemble learning framework for binary classification problems in experimental virology, and opens pathways for further research in preclinical biomedical data analytics using hybrid classification systems.
PENINGKATAN LEVEL KEBERDAYAAN PRODUK UNGGULAN KWT SEKAR MAKMUR CEMBING TRIMULYO JETIS BANTUL Haha Nusa, Gerlan; David Sulistiyantoro; Muhammad Luqman Bukhori; Aris Wahyu Murdiyanto; Ikbal Rizki Putra; Ida Ristiana; Aulia Puji Rahayu
Jurnal Berdaya Mandiri Vol. 7 No. 3 (2025): JURNAL BERDAYA MANDIRI (JBM)
Publisher : Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/jbm.v7i3.8649

Abstract

Sekar Makmur Women Farmers Group (KWT) in Trimulyo Village, Jetis Sub-district, Bantul Regency is a productive community focusing on processing agricultural products such as cassava chips, bio-char briquettes, and organic compost. Nevertheless, their production capacity and product value remain limited due to several constraints: traditional cassava slicing, frying that relies on firewood and gas, a relatively long composting process, and unutilized rice-husk waste. This community service program aimed to enhance production efficiency and capacity through the application of appropriate technology (TTG) while strengthening managerial skills and digital marketing strategies to broaden market reach. The program was carried out in five stages: socialization, training, technology implementation, technology utilization assistance, and sustainability planning. Results show significant improvements in production, management, and marketing aspects. The TTG application increased empowerment levels: cassava slicing machine by 19.15%, rice-husk bio-char briquettes by 100%, and compost mixer by 12%. These outcomes demonstrate that appropriate technology combined with improved managerial capacity and digital marketing effectively raises product competitiveness, promotes sustainable agriculture, and empowers rural women, providing a replicable model of community empowerment. Keywords: empowerment improvement; Sekar Makmur Women Farmers Group; cassava slicer TTG; rice husk bio-char; compost mixer.
PENERAPAN SMART WASTE MANAJEMEN PADA BANK SAMPAH SS SIDO RESIK CEMBING TRIMULYO JETIS BANTUL David Sulistiyantoro, David Sulistiyantoro; Gerlan Haha Nusa; Gilang Argya Dyaksa; Aris Wahyu Murdiyanto; Ikbal Rizki Putra
Jurnal Berdaya Mandiri Vol. 7 No. 3 (2025): JURNAL BERDAYA MANDIRI (JBM)
Publisher : Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/jbm.v7i3.8650

Abstract

The background of this program lies in the escalating waste management issues in Bantul Regency, which have become increasingly urgent following the closure of the Piyungan Final Waste Processing Site (TPST). The designated partner, SS Sido Resik Waste Bank, encounters three principal challenges: (1) the absence of inorganic waste processing technologies to enhance economic value, (2) the unavailability of equipment to dry wet waste, which complicates the sorting process, and (3) the lack of a system to convert organic waste into compost fertilizer. To address these issues, the implementing team introduced three units of Appropriate Technology (AT): the Plastic Waste Shredding Machine, the Rotary Dryer, and the Organic Magobox. The implementation process was carried out through five systematic stages: socialization, training, technological application, mentoring and evaluation, and sustainability planning. All units of AT were successfully adopted and operated by the partner institution, thereby directly mitigating the identified problems. The adoption of these technologies demonstrated a measurable and positive impact on community empowerment. The Plastic Waste Shredding Machine achieved a 100% utility rate, as it introduced a shredding process that was previously unavailable. The Rotary Dryer attained a 75% utility rate, as reflected in the reduction of drying time from 60 minutes to 15 minutes. The Organic Magobox achieved a 33.3% utility rate, corresponding to its use over 20 days out of the 60-day cycle required for compost production. Keywords: SS Sido Resik, Trimulyo Village Waste Bank, Appropriate Technology, Plastic Shredding Machine, Rotary Dryer, Organic Magobox
SMART LIVESTOCK FARMING UNTUK TINGKATKAN EFISIENSI USAHA PETERNAKAN DI KELOMPOK TERNAK KAMBING GAYUH MUKTI BANTUL Zennul Mubarrok, Zennul Mubarrok; Ahmad Hanafi; Gaguk Marausna; Aris Wahyu Murdiyanto; Ikbal Rizki Putra; Almayanti Susillia Ningrum; Surya Rizki
Jurnal Berdaya Mandiri Vol. 7 No. 3 (2025): JURNAL BERDAYA MANDIRI (JBM)
Publisher : Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/jbm.v7i3.8656

Abstract

This Community Service Program aimed to improve business efficiency at the Gayuh Mukti Goat Farmers' Group in Bantul, Yogyakarta, which faced constraints in electricity supply, waste management, and feed processing. Through a participatory approach involving socialization, training, and assistance, three appropriate technologies were implemented to address these issues. The interventions included a feed chopper machine, a compost converter, and a solar panel installation equipped with a solar tracker. The implementation resulted in significant positive impacts: a 61.67% increase in feed chopping time efficiency; a 21.74% increase in organic fertilizer production self-sufficiency; and a 10% utility rate for the solar panel in providing emergency power during blackouts. In addition to the primary output of the technologies, this program also produced a scientific article accepted in a Sinta 4 accredited journal, mass media publications, and video content. This success provides a foundation for future sustainability programs focusing on agrotourism development and strengthening group management. Keywords: Community Service, Business Efficiency, Appropriate Technology, Goat Farming, Community Empowerment.
Co-Authors -, Purnawan Adri Priadana Adri Priadana Agung Purwanto Soedarbe Agung Satria Panca Ahmad Adita Shiddiq Ahmad Adita Shiddiq Ahmad Hanafi Ahmad Hanafi Alfun Roehatul Jannah Alfun Roehatul Jannah Almayanti Susillia Ningrum Alwiah, Izmy Angkotasan, Muhamad Arabi Rizki Arbintarso, Ellyawan Setyo Arif Himawan Arif Himawan Arif Himawan, Arif Aulia Puji Rahayu Bara Falah Adikaputra Catur Iswahyudi David Sulistiyantoro David Sulistiyantoro, David Sulistiyantoro Dewi, Tika Sari Dian Hafidh Zulfikar Dimas Pratama Jati Edhy Sutanta (Jurusan Teknik Informatika IST AKPRIND Yogyakarta) Fitriatul Hasanah Gerlan Haha Nusa Gilang Argya Dyaksa Haha Nusa, Gerlan Hamada Zein Hariyanto, Satriawan Dini Ida Ristiana Iqbal Hadi Subekti Iqbal Hadi Subekti Kadir Parewe, Andi Maulidinnawati Abdul Kharisma Kharisma Kusumaningtyas, Kartikadyota Latipah, Asslia Johar M. Abu Amar Al Badawi Marausna, Gaguk Muhammad Habibi Muhammad Habibi Muhammad Luqman Bukhori Muhammad Rifqi Ma'arif Mukasi Wahyu Kurniawati Nafisa Alfi Sa'diya Naswin, Ahmad Nufia Alfi Rohyana Nufia Alfi Rohyana Nurcahyo, Raden Wisnu Nurul Fatimah Poetro, Bagus Satrio Waluyo Prasetiyo, Erwan Eko Puji Astuti, Nur Rochmah Dyah Purbobinuko, Zakharias Kurnia Purnawan Purnawan Putra, Fajri Profesio Putra, Ikbal Rizki Raden Wisnu Nurcahyo Risky Setyadi Putra Rosid, Ibnu Abdul Rudi Setiawan Samuel Kristiyana Septiyati Purwandari Siregar, Alda Cendekia Sisilia Endah Lestari, Sisilia Endah Sugeng Santoso Sumiyatun Suparni Setyowati Rahayu Surya Rizki Syahruddin, Fajar Tarigan, Thomas Edyson Umar Zaky Yulianto Prabowo, Fajar Zennul Mubarrok, Zennul Mubarrok