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Comparative Analysis of Yolov11 and Mask R-CNN Models for River Water Level Detection Setrayana, Abiyyu; Nurchim; Eko Purwanto
Journal of Computer Networks, Architecture and High Performance Computing Vol. 7 No. 3 (2025): Articles Research July 2025
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/cnahpc.v7i3.6622

Abstract

Flooding is one of the most frequent natural disasters in Indonesia, particularly in densely populated areas such as urban regions. The main cause is the delayed response in anticipating rising river water levels. One contributing factor is the continued use of manual river water monitoring systems. However, these systems often face challenges under various lighting and weather conditions. This study presents a comparison of two segmentation models, YOLOv11 and Mask R-CNN, for river water level detection. These models are evaluated for their application in real-time water level monitoring systems for dams and rivers under diverse lighting conditions. Data was gathered from publicly available sources, including river monitoring CCTV footage and social media content related to river activities, followed by annotation for model training. The YOLOv11 model, implemented using the Ultralytics framework and PyTorch library, achieved a mean Average Precision (mAP) at IoU (Intersection over Union) 50-95 of 99.657% and recall of 99.930%, demonstrating exceptional detection accuracy. The Mask R-CNN model, developed with Detectron2, attained an Average Precision (AP) at IoU 50-95 of 98.620% and a recall of 99.200%, also exhibiting high accuracy. Both models were tested in real-time scenarios, where they accurately detected water-level objects, although challenges arose under complex environmental conditions such as low light or water turbidity. To further enhance model performance, future work will focus on incorporating diverse environmental data and optimizing model parameters. In conclusion, YOLOv11 model offers higher accuracy and better resource efficiency, making it more suitable for real-time water level monitoring applications.
The Effect Of Night Exercise In Reducing The Stress Level Of Housewives In Nganjuk District Agustin Widyowati; Eko Purwanto; Cucun Setya Ferdina
Journal for Quality in Public Health Vol. 6 No. 2 (2023): May
Publisher : Master of Public Health Program Institut Ilmu Kesehatan STRADA Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30994/jqph.v6i2.462

Abstract

Monotonous routines for housewives can cause boredom and stress, resulting in negative emotional feelings and impact on disharmony in the household. One way to reduce stress is by exercising. The purpose of this study was to analyze the effect of night sports on reducing stress levels in housewives. The study used a one group pre-post test design experimental design. The population is all housewives in Sumberkepuh Village, Tanjunganom District, Nganjuk Regency with a sample of 22 respondents, using a purposive sampling technique. The independent variable is night sports (aerobics) and the dependent variable is the level of stress. The data analysis used the Wilcoxon statistical test. The results showed significant results (p = 0.001 and mean rank 11.50), which means that there was a decrease in the stress level of housewives after exercising. It is hoped that housewives will have free time to exercise to avoid stress due to prolonged and monotonous household chores.
Etika Profesi Hukum dan Dampak Perkembangan Teknologi dalam Praktik Hukum di Indonesia Endah Ratnawati; Toto Hartono; Masharin; Ida Muidah; Eko Purwanto; Iyus YL Tobing
As-Syar i: Jurnal Bimbingan & Konseling Keluarga  Vol. 7 No. 4 (2025): As-Syar’i: Jurnal Bimbingan & Konseling Keluarga
Publisher : Institut Agama Islam Nasional Laa Roiba Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47467/as.v7i4.9354

Abstract

The enactment of Law Number 27 of 2022 on Personal Data Protection (PDP Law) marks a significant milestone in safeguarding individual human rights in the digital sphere in Indonesia. This law responds to the urgent need for a comprehensive and unified regulatory framework to replace the previously fragmented sectoral approach that lacked standardization and legal certainty. The PDP Law establishes clear principles for data processing, defines the rights of data subjects, imposes obligations on data controllers and processors, and outlines systematic mechanisms for supervision and law enforcement. This legal framework provides legal certainty not only for individuals as data owners but also for institutions managing personal data, emphasizing transparency, accountability, and data security. However, the implementation of the PDP Law still faces several challenges, including the formation of an independent supervisory authority, institutional readiness, and the public’s limited awareness of data protection rights. Therefore, synergy among the government, private sector, and civil society is essential to ensure effective enforcement. The PDP Law is not merely a normative instrument but also reflects the state’s commitment to upholding citizens' privacy rights as part of broader human rights protection in the digital era.
Pemberdayaan UMKM Dengan Pelatihan Branding Dan Penguatan Pemasaran Produk Menggunakan Strategi Branding Di Kebraon Setiawan, Muhammad Ricky; Eko Purwanto
Jurnal Pengabdian kepada Masyarakat Nusantara Vol. 5 No. 1 (2024): Jurnal Pengabdian kepada Masyarakat Nusantara (JPkMN)
Publisher : Lembaga Dongan Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Micro, Small, and Medium Enterprises (MSMEs) play an important role in the economy in Indonesia. This is due to the existence of MSMEs jobs, poverty eradication, contributions to innovation and the GDP of Indonesia can be created. The era of the Industrial Revolution 4.0 concerning the development of MSMEs in Indonesia, the owners and or managers of the MSMEs are required to compete. The village in Kebraon became a suitable choice as a place to carry out service activities to the community, MSMEs perpetrators and the community around have branding problems products. To overcome these problems students planned programmes related to socialization about branding and logo consultation with MSMEs and the dissemination of brochures to MSMEs actors and the society in kebraon. The purpose of this community's dedication is to help develop and enhance branding and product logo knowledge to local MSMEs. The method used is with education, support to the perpetrators of MSMEs and the community around in Kebraon. The results of the activities that have been carried out through community dedication to MSMEs and local communities, contribute in improving the understanding and skills of small business operators. With the knowledge given, MSMEs can strengthen their product identity and improve branding management, build community brand awareness to products, open up opportunities for sustainable business growth.
Identitas Budaya dalam Era Digital Riski Dwi Putri; Eko Purwanto; Nazla Keyla; Rapih Nur Kharismatika; Kholifia Ainun Muthmainah
El-Mujtama: Jurnal Pengabdian Masyarakat  Vol. 4 No. 4 (2024): El-Mujtama: Jurnal Pengabdian Masyarakat
Publisher : Intitut Agama Islam Nasional Laa Roiba Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47467/elmujtama.v4i4.3380

Abstract

In the ever-evolving digital era, significant transformations are taking place in cultural identity. The digital environment has developed a more malleable and unrestricted setting, allowing individuals to express themselves freely. The relationship between culture and digital technology has changed the dynamics of cultural engagement, creativity, and the dissemination of cultural objects. However, these changes also introduce new obstacles, such as intercultural conflict and dehumanization, which can affect emotions and personal identity. In the realm of digitalization, the formation of cultural identity is influenced by factors such as liberal virtual spaces, the use of communication technologies for storytelling purposes, and communicative transformations and connections. Digital technology also facilitates the process of cultural assimilation between diverse cultures by promoting cross-cultural interactions through digital platforms. Digital media such as films, music and games play an important role in shaping cultural identity, while the maintenance of cultural identity in online communities is ensured through complex interactions between various elements. Many challenges arise in maintaining cultural identity in the digital era, including concerns regarding digital identity security and identity management in an ever-evolving environment. However, digital technology also offers opportunities to improve understanding of cultural identity through digital education and the protection of cultural heritage. In general, the digitalization process has influenced how individuals perceive, communicate, and respect their cultural identity. Although introducing new challenges, digital technologies simultaneously offer the possibility of strengthening and expanding cultural identities in an increasingly interconnected global society.
Evaluasi Penggunaan SIMRS dengan Metode TAM di Klinik Utama Amanah Medika Ferdiana Rossi; Eko Purwanto; Pipin Widyaningsih
Jurnal Publikasi Ilmu Komputer dan Multimedia Vol. 4 No. 2 (2025): Mei: Jurnal Publikasi Ilmu Komputer dan Multimedia
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jupikom.v4i2.3942

Abstract

Penelitian ini bertujuan untuk mengevaluasi penerapan Sistem Informasi Manajemen Rumah Sakit (SIMRS) di Klinik Utama Amanah Medika menggunakan pendekatan Technology Acceptance Model (TAM). Penelitian ini mengidentifikasi faktor-faktor yang mempengaruhi penerimaan pengguna terhadap SIMRS, termasuk persepsi kemudahan penggunaan, persepsi kemanfaatan, sikap terhadap penggunaan, niat untuk menggunakan, dan penerimaan sistem yang sebenarnya. Data dikumpulkan melalui kuisioner yang disebarkan kepada 25 responden, yang terdiri dari tenaga medis, administrator, dan staf lainnya. Hasil penelitian menunjukkan bahwa mayoritas responden merasa SIMRS mudah digunakan dan memberikan manfaat signifikan dalam meningkatkan efisiensi dan akurasi pelayanan. Variabel persepsi kemudahan penggunaan dan kemanfaatan sistem menjadi faktor utama yang mempengaruhi sikap dan niat perilaku pengguna. Namun, beberapa masalah teknis seperti keterbatasan perangkat keras dan gangguan jaringan masih perlu diperbaiki. Secara keseluruhan, SIMRS diterima dengan baik oleh pengguna di Klinik Utama Amanah Medika, meskipun pengembangan lebih lanjut dalam infrastruktur dan pelatihan diperlukan untuk optimalisasi penggunaan sistem.
Perencanaan Strategis Sistem Informasi dan Teknologi Informasi di Kecamatan Paranggupito Hafidz Munawar Kholil; Eko Purwanto; Pipin Widyaningsih
Jurnal Publikasi Ilmu Komputer dan Multimedia Vol. 4 No. 2 (2025): Mei: Jurnal Publikasi Ilmu Komputer dan Multimedia
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jupikom.v4i2.3943

Abstract

Kecamatan Paranggupito perlu merumuskan sebuah rencana strategis sistem informasi yang selaras dengan strategi bisnis sebuah perusahaan agar tujuan yang telah ditentukan bisa dicapai. Maka, agar sistem informasi mampu memberikan manfaat strategis serta memberikan keunggulan yang bersifat kompetitif, Penulis penelitian ini akan menggunakan metode Ward and Peppard untuk mengembangkan rencana strategis sistem informasi yang akan diterapkan di Kecamatan Paranggupito. Visi-misi Kecamatan Paranggupito dan tujuan strategi bisnis dari sebuah perusahaan akan dilakukan analisis, hal ini menjadi bagian dari proses perencanaan strategis sistem informasi. Alat yang digunakan dalam proses analisis ini mencakup Value Chain serta analisis SWOT (Strengths, Weaknesses, Opportunities, Threats). Perencanaan strateis ini menggunakan pendekatan yang mengacu pada pembuatan portofolio dari aplikasi yang telah dipetakan dengan menggunakan McFarlan Strategic Grid. Sementara itu, penelitian ini memiliki tujuan utama menghasilkan sebuah rencana strategis pada sistem informasi yang ditujukan kepada Kecamatan Paranggupito dengan tujuan agar kinerjanya dapat ditingkatkan, hal ini mencakup analisis lingkungan sistem informasi dan teknologi informasi dari segi internal dan eksternal.
Sistem Informasi Manajemen Persewaan Aset Karang Taruna Emblem Desa Kemiri Klaten Wulan Nur Layli; Eko Purwanto; Nibras Fa’iq Muhammad
Jurnal Publikasi Ilmu Komputer dan Multimedia Vol. 4 No. 3 (2025): September: Jurnal Publikasi Ilmu Komputer dan Multimedia
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jupikom.v4i3.4628

Abstract

This study aims to develop a web-based asset rental management information system to address the issues of manual record-keeping still used by Karang Taruna Emblem in Kemiri Village. The research methods include observation, interviews, and literature review for data collection, as well as the Waterfall model approach for system development. The process involves requirements analysis, system design using Unified Modeling Language (UML), and implementation using the Laravel framework and MySQL database. The system is designed to support digital transaction processing for asset rental, returns, and scheduling, with two access roles: admin and renter. The implementation results indicate that the system improves operational efficiency, minimizes the risk of data loss, accelerates information retrieval, and provides automated and real-time transaction reporting. Based on Black Box testing, all system functions perform as expected. The system also assists administrators in monitoring asset inventory and rental activities, while providing the public with convenient online access to asset information. Therefore, this information system enhances data accuracy, service transparency, and the professionalism of asset management within the Karang Taruna organization.
Peran Literasi Digital Islami dalam Membentuk Karakter Pengguna Media Sosial Eko Purwanto; Raihan Cakra Haryudin; Eri Febriansyah; Muhammad Ilyas; Ismail Mubarok; Dede Nur Zaman
Jurnal Motivasi Pendidikan dan Bahasa Vol. 4 No. 2 (2026): Jurnal Motivasi Pendidikan dan Bahasa
Publisher : International Forum of Researchers and Lecturers

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59581/jmpb-widyakarya.v4i2.6336

Abstract

This research aims to analyze the role of Islamic digital literacy in shaping the character of social media users in the digital era. The approach used is qualitative descriptive with a library research method. Data was obtained from the Qur'an, hadiths, scientific journals, books, and relevant literature related to digital literacy, character education, and social media ethics from an Islamic perspective. Data analysis was carried out using content analysis techniques to identify the relationship between Islamic values and the behavior of social media users. The results of the study show that Islamic digital literacy plays an important role in shaping the character of social media users through the application of tabayyun principles, communication ethics, and digital responsibility. These values contribute to building honest, polite, critical, wise, and responsible character. Thus, Islamic digital literacy can be used as a strategy in creating positive, productive, and in accordance with Islamic values. This research provides a theoretical contribution to the development of Islamic-based digital literacy studies as well as practical contributions for educational institutions and society in building an ethical and characterful social media culture.
I Cultural Identity in the Digital Era: cultural identity in the digital era Riski Dwi Putri; Eko Purwanto; Nazla Keyla; Rapih N. Kharismatika; Kholifia A. Muthmainah
Global Komunika : Jurnal Ilmu Sosial dan Ilmu Politik Vol 7 No 2 (2024): Global Komunika Vol. 7 No. 2 2024
Publisher : FISIP UPNVJ

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33822/gk.v7i2.8304

Abstract

In the ever-evolving digital era, significant transformations are taking place in cultural identity. The digital environment has developed a more malleable and unrestricted setting, allowing individuals to express themselves freely. The relationship between culture and digital technology has changed the dynamics of cultural engagement, creativity, and the dissemination of cultural objects. However, these changes also introduce new obstacles, such as intercultural conflict and dehumanization, which can affect emotions and personal identity. In the realm of digitalization, the formation of cultural identity is influenced by factors such as liberal virtual spaces, the use of communication technologies for storytelling purposes, and communicative transformations and connections. Digital technology also facilitates the process of cultural assimilation between diverse cultures by promoting cross-cultural interactions through digital platforms. Digital media such as films, music and games play an important role in shaping cultural identity, while the maintenance of cultural identity in online communities is ensured through complex interactions between various elements. Many challenges arise in maintaining cultural identity in the digital era, including concerns regarding digital identity security and identity management in an ever-evolving environment. However, digital technology also offers opportunities to improve understanding of cultural identity through digital education and the protection of cultural heritage. In general, the digitalization process has influenced how individuals perceive, communicate, and respect their cultural identity. Although introducing new challenges, digital technologies simultaneously offer the possibility of strengthening and expanding cultural identities in an increasingly interconnected global society.
Co-Authors Adhe Permana Adhistya Agung Wijayanto Agustin Widyowati Aji Santoso Alit Hindri Yani Alwin Ferdinand G Amma Fizka Zakiyatul Miskiya Antonius Bimo Rentor Apriani Adha Nasution Arni Damayanti Asra Trigana Lisva Atina, Vihi Ayundha Evanthi Budijono, Budijono Bunga Citra Lestari Daghista Putri Pawestri Dahlila Hidayani Dede Nur Zaman Deni Efizon Desyandri Desyandri Diana Novira Dwi Rahmawati Egan Evanzha Amriel Eko Febrianda Eko Saputra Endah Ratnawati Eri Febriansyah Erni Yuliani Ertien Rining Nawangsari Ery Permana Yudha Esti Mardiana Evi Iskana Manurung Faisal Aji Syahputra Fajriah Khairunnisaa Febriana Nur Vitriani Ferdiana Rossi Ferdina, Cucun Setya Fika Fitriani Fioga Zahra Fernando Firman Adi Candra Firman Arifandi Firman Dwilaksono Rahardianto Fitriana Sinaga Fitrianis Yulanda1 Geliska Wahyuni Gulo, Hamer Dekari Gunawan Tanuwidjaja Hafidz Munawar Kholil Hani Magfiroh Nur Ratmah Hany Arya Wardhany Hariyawati, Susi hasbi hasbi Herman Syahputra Tambunan Ida Muidah Ika Putri Pujianti, Ika Putri Pujianti Indah Wahyu Utami Intan Ratna Purba Ira Wikartika, Ira Irawan, Ridwan Dwi Irma Pramudhita Ismail Mubarok Iyus YL Tobing Johannes Kristian Siregar Julia Rastifa Dewi Kaca Dian Meila KHAIRUL ANWAR Khairunnisa Karimah Kholifia A. Muthmainah Kholifia Ainun Muthmainah Kusrini Kusuma Ratnawati Laksono Trisnantoro Lovi Yona M Hasbi M Hasbi M Iqbal Zarkasyi M. Hasbi M. Hasbi M.Hasbi M.Hasbi M.S. Idrus Made Sudarma Masharin Mila Suryani Pohan Mira Kurnia Irde Mirza Shahreza Muhadjir Anwar Muhammad Arib Faishal Muhammad Fahmi Panwar Muhammad Fitra Muhammad Ilyas Muhammad Razi Ridha N Heriyah Nabila Arumdani Nabila Ghufraeni Rona Raharjo Nazla Keyla Nibras Fa’iq Muhammad Novita Puspitasari Nurchim Nurmalitasari Permatasari, Hanifah Pipin Widyaningsih Prasetyohadi Prasetyohadi Prisusan Permata Hati Putri Gantine Lestari Putri Laili Susanti Raden Mohamad Herdian Bhakti Raihan Cakra Haryudin Ramos Gunawan Randis Wahyuni Ranggi Efendi Rapih N. Kharismatika Rapih Nur Kharismatika Ratna Melinda Putri Rifka Hendarini Putri Rika Vebriyanti Br Ginting Riski Dwi Putri Riski Dwi Putri Rizka Novtri Andini Rizki Sahrul Barokah Rizki Syawalia Siregar Ronika Butar butar Roy Astika Simatupang Salma Juliana Fadilah Sampe Harahap Sardion Simatupang Septian Aristianto Setiawan, Muhammad Ricky Setrayana, Abiyyu Siska Danawati Sri Ayu Elsi Maita Sri Nefrbina Bangun Sri Widata Sulastri Yenita Putri Tantry Widiyanarti Telaga Nabila Putri Riyanto Toto Hartono Tutus Setiawan Vallesa Archika Fany Vera Linda Uli Simanjuntak Widiyanto, Wahyu Wijaya Witandri Wulan Nur Layli Yacobus Sunaryo Yudi Ferdian Situmeang Yunarto, Atung Zumrotul Fitriyah