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All Journal Jatilima : Jurnal Multimedia Dan Teknologi Informasi INFOKUM ABDI SABHA (Jurnal Pengabdian kepada Masyarakat) Capacitarea : Jurnal Pengabdian Kepada Masyarakat Pangripta Jurnal Ilmiah Kajian Perencanaan Pembangunan Journal of Intelligent Systems and Information Technology Cahaya Pengabdian Innovation Business Management and Accounting Journal
Eko Afrianto
Institut Teknologi dan Sains Mandala
Religion Arts Humanities Computer Science & IT Economics, Econometrics & Finance Education Engineering Environmental Science Social Sciences Other

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Implementation Of Neural Network With Perceptron Method For Letters Or Text Recognition Ekatri Ayuningsih; Eko Afrianto
INFOKUM Vol. 10 No. 1 (2021): Desember, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (379.012 KB)

Abstract

Modeling with neural networks is the learning and adjustment of an object. The perceptron method is a learning method with supervision in a neural network system. In designing a neural network that needs to be considered is the number of specifications that will be identified. A neural network consists of a number of neurons and a number of inputs. In identifying some letters, it takes several neurons to distinguish them. These neurons will generate a combination value that is used to identify the letters.so that the resulting network must have parameters that can be set by changing through the rules of learning with supervision. In this case, the identification of letters and numbers will be discussed. Visual basic 6.0 is used to simulate the learning process using the perceptron method
IoT Innovation System and Environmental Classification of Hermetia Illucens Larvae in Malang City Afrianto, Eko; Ursaputra, Lionardi
PANGRIPTA Vol. 7 No. 2 (2024): Pangripta Jurnal Ilmiah Kajian Perencanaan Pembangunan
Publisher : Badan Perencanaan Pembangunan Kota Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58411/pk62y985

Abstract

This study presents an innovative intelligent system based on the Internet of Things (IoT) designed to monitor and classify the environmental conditions of Hermetia illucens larvae in real-time. This system integrates several sensors to measure important parameters such as temperature, humidity, and media height, which are then processed using the K-Nearest Neighbor (K-NN) algorithm. The K-NN algorithm groups environmental data into three categories: optimal, moderate, and poor, which will help identify the best conditions for larval growth. Data obtained from the system is automatically sent to a mobile application via an IoT network, allowing users to monitor the development of larval conditions anytime and anywhere. Testing showed a classification accuracy of 87.7%, making this system a potential tool in supporting the biodegradation process of organic waste more efficiently.
Peningkatan Kapasitas Karyawan melalui Pelatihan Aplikasi Satwa Sehat Pet Shop Sulaksono, Hary; Sulistyan, Riza Bahtiar; Hidayah, Tamriatin; Afrianto, Eko
ABDI SABHA (Jurnal Pengabdian kepada Masyarakat) Vol. 5 No. 3 (2024): Oktober
Publisher : CERED Indonesia Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53695/jas.v5i3.1135

Abstract

Kegiatan ini bertujuan untuk meningkatkan kapasitas karyawan Satwa Sehat Pet Shop dalam menggunakan aplikasi manajemen kesehatan hewan, dengan harapan dapat meningkatkan efisiensi operasional dan kualitas pelayanan kepada pelanggan. Pelatihan dilakukan melalui tiga tahap, yaitu perencanaan, pelaksanaan, dan evaluasi. Metode yang digunakan mencakup pembelajaran teori dalam kelas serta praktek langsung (on-the-job training) untuk memastikan pemahaman dan penerapan aplikasi secara efektif di lapangan. Data evaluasi dikumpulkan menggunakan pendekatan kualitatif melalui wawancara dan observasi kinerja karyawan selama dan setelah pelatihan. Pelatihan ini berhasil meningkatkan kompetensi karyawan dalam penggunaan aplikasi, terutama dalam fitur dasar terkait pengelolaan data kesehatan hewan dan transaksi pelanggan. Namun, beberapa karyawan masih mengalami kesulitan dalam menguasai fitur aplikasi yang lebih kompleks, yang menunjukkan perlunya pelatihan lanjutan. Program pelatihan ini berkontribusi pada peningkatan efisiensi operasional Satwa Sehat Pet Shop dan kepuasan pelanggan. Untuk hasil yang lebih optimal, disarankan agar pelatihan tambahan yang lebih mendalam dilakukan serta pendampingan teknis berkelanjutan diberikan untuk mengatasi tantangan penggunaan fitur lanjutan aplikasi.
Expert System for Troubleshooting Web-Based Lan Network Using Forward Chaining Method Afrianto, Eko; Ayuningsih, Ekatri
Journal of Intelligent Systems and Information Technology Vol. 2 No. 1 (2025): January
Publisher : Apik Cahaya Ilmu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61971/jisit.v2i1.138

Abstract

This research develops an expert system for troubleshooting LAN networks using the forward chaining method at SMK PGRI Lumajang. With numerous devices connected simultaneously, including computers, tablets, and smart devices, the network may become congested, leading to slow data transfer and connectivity issues. This is especially problematic during peak hours when students and staff access online resources concurrently. The forward chaining method is an artificial intelligence approach in which the system uses given facts to reach a solution. Expert systems have become an important instrument in solving technical problems in various fields, including computer networks. This research discusses the development of an expert system for troubleshooting web-based LAN networks using the forward chaining method. The forward chaining method is an approach used in artificial intelligence where the system uses given facts to reach a conclusion or solution. Expert systems are developed by using web-based technology, allowing easy and fast access for users in various locations. It is hoped that the results of this research can contribute to increasing efficiency and effectiveness in handling LAN network troubleshooting problems at SMK PGRI Lumajang. Apart from that, it is also hoped that the application of the expert system can become a reference and guide for network technicians in solving complex problems
Perancangan Aplikasi E-Recruitmen Berbasis Web di PT. Everbright Medan Wilayah I Lumbantoruan, Polin; Ayuningsih, Ekatri; Afrianto, Eko
Jurnal Multimedia dan Teknologi Informasi (Jatilima) Vol. 7 No. 02 (2025): Jatilima : Jurnal Multimedia Dan Teknologi Informasi
Publisher : Cattleya Darmaya Fortuna

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54209/jatilima.v7i02.1452

Abstract

Rekruitmen merupakan salah satu elemen krusial dalam menunjang kesuksesan suatu perusahaan. PT Everbright Medan Wilayah I . PT. Everbright Medan Wilayah I masih menggunakan metode rekruitmen secara manual, walaupun penyebaran informasi lowongan pekerjaan telah dilakukan melalui media sosial. Metode rekruitmen secara manual dinilai kurang efisien karena pelamar tetap diwajibkan mencetak dan menyerahkan dokumen secara langsung ke perusahaan. Tujuan dari penelitian ini adalah untuk merancang dan mengimplementasikan sistem E-recruitmen berbasis web untuk menggantikan proses manual. Pengembangan berlangsung dalam model Waterfall melalui tahapan yang terstruktur dan sistematis. Oleh karena itu, untuk membantu proses E-Rectruitmen diperlukan perancangan aplikasi dengan bahasa pemrograman PHP, database MySQL, serta antarmuka pengguna yang dirancang dengan bantuan Bootstrap. Fitur yang akan dirancang meliputi pembuatan akun pelamar, pengisian data pribadi, serta unggahan dokumen penting seperti pas foto, ijazah, transkrip nilai dan lain-lain. Dengan adanya aplikasi E-Recruitment ini proses penarikan kandidat pelamar bisa dilakukan secara daring sehingga perusahaan dengan mudah mendapatkan karyawan yang berkualitas sesuai spesifikasi yang dibutuhkan
Pendampingan Digitalisasi Layanan Kesehatan Hewan melalui Website Satwa Sehat di Petshop Karimata, Jember Afrianto, Eko; Ayuningsih, Ekatri
Cahaya Pengabdian Vol. 2 No. 1 (2025): Juni 2025
Publisher : Apik Cahaya Ilmu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61971/cp.v2i1.200

Abstract

Digitizing animal health services is a crucial step in improving access and quality of care for pet owners. This research aims to assist the Karimata Petshop in Jember in developing a "Satwa Sehat" website that provides animal health information and services. The method used was a participatory approach involving pet shop owners and animal health workers. The results of this assistance indicate an increased understanding of digitalization and the use of information technology in animal health services. This website is expected to raise public awareness of the importance of animal health and accelerate access to information.
The Role of Digital Technology in Sustainable Public Asset Management in Malang City Fairuzabadi, Ahmad; Afrianto , Eko; Pratama, Lionardi Ursaputra; Muhammad Yusuf Bahtiar
PANGRIPTA Vol. 8 No. 2 (2025): Pangripta Jurnal Ilmiah Kajian Perencanaan Pembangunan
Publisher : Badan Perencanaan Pembangunan Kota Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (759.163 KB) | DOI: 10.58411/eb5hta18

Abstract

Public asset management is a critical component of urban governance, yet many local governments face persistent challenges related to efficiency, transparency, and sustainability. This study investigates the role of digital technology in transforming public asset management in Malang City, Indonesia, a mid-sized urban center seeking to modernize its governance systems. A qualitative descriptive design was applied using a qualitative survey distributed to 42 stakeholders, including municipal officials, IT staff, community representatives, and digital practitioners. The open-ended responses were analyzed thematically, supplemented by document analysis of Malang’s Smart City reports and official statistics. The results show that the adoption of Geographic Information Systems (GIS), Internet of Things (IoT) monitoring, and blockchain-secured records has significantly improved asset registry accuracy, maintenance scheduling, and decision-making efficiency. Transparency and citizen participation have increased through online dashboards and reporting applications, fostering greater public trust. Furthermore, digitalization has supported sustainability objectives by reducing energy consumption, enabling climate resilience planning, and aligning asset management practices with Sustainable Development Goals. Nevertheless, the study also reveals persistent challenges, including limited funding for system upgrades, uneven digital literacy among staff and citizens, and regulatory constraints that hinder data integration across agencies. These findings contribute to the growing literature on digital governance by providing empirical evidence from a non-metropolitan Indonesian city and demonstrating how digital transformation can simultaneously enhance efficiency, transparency, and sustainability in public asset management.
Sosialisasi Penguatan Organisasi melalui Teknologi Digital pada Generasi Muda Sulistyan, Riza Bahtiar; Afrianto, Eko
Capacitarea : Jurnal Pengabdian Kepada Masyarakat Vol. 4 No. 2 (2024): Mei - Agustus
Publisher : Universitas Pancasila

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35814/capacitarea.2024.004.02.06

Abstract

Tujuan dari kegiatan sosialisasi teknologi digital pada kelompok generasi muda adalah untuk meningkatkan pemahaman dan pengetahuan tentang teknologi digital, yang dapat mereka aplikasikan di organisasi publik maupun swasta. Kegiatan ini dilakukan dengan pendekatan sosialisasi dan analisis data menggunaakn pendekatan kualitatif. Hasil kegiatan menunjukkan bahwa terjadi peningkatan peserta tentang pemahaman dan pengatahuan tentang teknologi digital. Selain itu, keberhasilan kegiatan sosialisasi teknologi digital juga tercermin dari peningkatan keterampilan praktis peserta dalam menggunakan alat-alat digital yang relevan untuk kebutuhan organisasional. Temuan penting dari kegiatan ini adalah bahwa pendekatan sosialisasi yang melibatkan interaksi langsung dan praktik aplikatif telah terbukti efektif dalam meningkatkan literasi digital generasi muda, mempersiapkan mereka untuk berkontribusi secara aktif dalam transformasi digital di berbagai sektor organisasi, baik publik maupun swasta.
Implementation of an Integrated RPS Information System for Monitoring Course Content Alignment and Digital Signature Automation Afrianto, Eko; Ayuningsih, Ekatri; Hairul Bashar, Yovi
Jurnal Multimedia dan Teknologi Informasi (Jatilima) Vol. 7 No. 5 (2026): Jatilima : Jurnal Multimedia Dan Teknologi Informasi
Publisher : Cattleya Darmaya Fortuna

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54209/jatilima.v7i5.2110

Abstract

This study aimed to design and implement an integrated Semester Learning Plan (RPS) information system to support course content alignment monitoring and digital signature automation in higher education. The research employed a system development–oriented methodology consisting of needs analysis, system design, development, testing, and deployment. The resulting web-based system integrated RPS document management, structured monitoring of instructional alignment, and secure digital signature workflows within a single platform. Functional testing and initial system utilization demonstrated that the system successfully standardized RPS formats, improved the effectiveness of learning implementation monitoring, and significantly reduced approval time through automated digital validation. Role-based access control ensured data security and workflow integrity, while audit logs enhanced traceability and accountability of academic documents. User feedback indicated positive acceptance, improved usability, and better coordination among lecturers, administrators, and quality assurance officers. Overall, the implementation of the integrated RPS information system contributed to increased transparency, efficiency, and accountability in academic planning and governance. The system also supported institutional digital transformation efforts by promoting paperless administration and sustainable academic quality assurance practices.
Analysis of Customer Satisfaction towards Waste Transportation Using the Important Performance Analysis Method Muhdar Muhdar; Harvian Bagus Dewantara; Eko Afrianto
Innovation Business Management and Accounting Journal Vol. 3 No. 3 (2024): July - September
Publisher : Trescode Green Organization

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56070/ibmaj.2024.037

Abstract

This research aims to identify quality aspects that cause customer satisfaction in waste transportation at the Banyuwangi Regency Environmental Service. The data used in this research is primary data. The data processing method in this research uses validity tests and reliability tests which are data instrument test analysis methods, as well as testing physical evidence (tangible value) which is an attribute of the five dimensions of service quality, dependability (reliability), responsiveness, sense of security and empathy. The research results show that the gap value in the reliability aspect is very low, this shows that the service quality of the Banyuwangi Regency Environmental Service is very satisfying to customers. Meanwhile, the responsiveness dimension has the biggest gap, this shows that customers are dissatisfied with the responsiveness of the Banyuwangi Regency Environmental Service in overcoming existing problems. This will of course be a reference for improving the quality of services of the Banyuwangi Regency Environmental Service.
Co-Authors Abrolillah, Faizal Adam Madani Musalha Ahmad Fairuzabadi Ayuningsih, Ekatri Ekatri Ayuningsih Hairul Bashar, Yovi Harvian Bagus Dewantara Hary Sulaksono Lumbantoruan, Polin Muhdar Muhdar Pratama, Lionardi Ursaputra Riza Bahtiar Sulistyan Tamriatin Hidayah Ursaputra, Lionardi Yovi Hairul Bashar