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All Journal InfoTekJar : Jurnal Nasional Informatika dan Teknologi Jaringan Reswara: Jurnal Pengabdian Kepada Masyarakat Journal Of Computer Engineering And Information Technology
Jimmy Nganta Ginting
Politeknik UCM
Religion Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Electrical & Electronics Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mechanical Engineering Social Sciences

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Performance Enhancement and Accuracy of Artificial Neural Networks Using Particle Swarm Optimization for Breast Cancer Prediction Jimmy Nganta Ginting; Ronsen Purba; Erwin Setiawan Panjaitan
InfoTekJar : Jurnal Nasional Informatika dan Teknologi Jaringan Vol 5, No 1 (2020): InfoTekJar September
Publisher : Universitas Islam Sumatera Utara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30743/infotekjar.v5i1.2939

Abstract

Breast cancer is the one of leading causes of death among the women in many parts of the world.  According  to Global Cancer Observatory (GCO) data from WHO (2018) show that approximately 58,256 (16,7%) cancer cases were  found in Indonesia out of a total of 348,809 cancer cases. The number of breast cancer patients throughout the world reached 42.1 per 100,000 population on average death rate of 17 per 100,000 inhabitants.Various ways have been used to find effective methods in the early detection of breast cancer. A prediction of breast cancer in early stage is very important in the medical world, which allows them to develop strategic programs that will help diagnose and reduce mortality rates from breast cancer. Performance enhancement and accuracy of artificial neural networks using particle swarm optimization is an effective solution for breast cancer prediction. The accuracy result was found 70% for training data and 96.1% for 30% prediction in this study. Previous studies only used the backpropagation algorithm to predict breast cancer and the result was 94.17%. Compared with previous study, there is an increase of 1.93% in combining  Backpropagation with Particle Swarm Optimization.
SOSIALISASI “GLAMPING CAMP” SEBAGAI POTENSI BISNIS PARIWISATA BERKELANJUTAN Hanna Maria Panggabean; Jimmy Nganta Ginting; Sastra Wandi Nduru; Yosua Parhorasan Manullang; Lika Silvia Batubara
RESWARA: Jurnal Pengabdian Kepada Masyarakat Vol 4, No 1 (2023)
Publisher : Universitas Dharmawangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46576/rjpkm.v4i1.2358

Abstract

Penerapan Glamping camp sebagai salah satu inovasi pariwisata yang berkelanjutan sudah sewajarnya dilakukan di Provinsi Sumatera Utara. Kegiatan Sosialisasi Glamping camp diperlukan untuk menunjang pariwisata berkelanjutan. Kegiatan ini dilakukan di Sapo Juma Guest House yang terletak di Desa Tongging Kab. Karo dan dihadiri oleh karyawan dan pihak manajemen. Dalam kegiatan ini diadakan pengenalan yang menekankan pada apa, mengapa, dan bagaimana jika glamping camp diterapkan pada hotel yang sekaligus merupakan obyek pariwisata tersebut. Adapun tahapan metode yang digunakan dalam melakukan kegiatan ini adalah persiapan, perencanaan dan pelaksanaan yang dibantu dengan metode yang lebih sederhana, yaitu penyampaian materi, kuis dan diskusi. Hasil yang didapati dari kegiatan tersebut adalah sekitar 92% peserta mengerti definisi glamping camp, sejarah glamping camp serta bagaimana perkembangan bisnis glamping camp di Indonesia. Kemudian, 94% peserta memahami standar perangkat glamping camp dan perbedaan perangkat yang diterapkan pada traditional camping. Kemudian, sekitar 93% peserta dapat mengerti kriteria fasilitas glamping camp yang diperlukan serta konsep atraksi glamping camp sesuai dengan karateristik alam di beberapa daerah di Indonesia. Kesimpulan yang diperoleh dari kegiatan sosialisasi tersebut adalah penerapan glamping camp dapat memaksimalkan potensi yang dimiliki oleh Sapo Juma Guest House. Penerapan glamping camp juga dapat menjadi atraksi wisata yang dapat menawarkan solusi pariwisata berkelanjutan yang ramah lingkungan
Mobile Based Health Monitoring Application Development Putri Syahfitri, Tiara; Yohana Br Ginting, Dewi; Jimmy, Jimmy Nganta Ginting; Kaban, Roberto
JCEIT: Journal of Computer Engineering and Information Technology Vol. 1 No. 3: JCEIT: Journal of Computer Engineering and Information Technology (July 2025)
Publisher : Karya Techno Solusindo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.64810/jceit.v1i3.24

Abstract

The Development of information technology has had a significant impact on health services, especially through the use of mobile-based health applications. Mobile applications offer easy access to information, improve communication between patients and medical personnel, and monitor health conditions in  real-time. This research aims to develop a mobile-based health monitoring application that can support health programs managed by the Binjai City Health Service. This application is designed to be able to monitor people’s health conditions periodically, remind people to carry out health checks, snd provide relevant health information. The waterfallmethod was chosen in developing this application because of its orderly structure, as well as the ease of access provided by the mobile platform. The application being developed is expected to be integrated with medical devices suchas heart monitors, body temperature and blood pressure sensors, to support the collection and analysis of real-time public health data. It is hoped that the results of this research will be an innovative solution for the Binjai City Health Service in improving public health services through mobile technology. REFERENCES     Azis, N., Pribadi, G., & Nurcahya, M. S, 2020, Analisa dan Perancangan Aplikasi Pembelajaran Bahasa Inggris Dasar Berbasis Android, Jurnal IKRA-ITH Informatika Vol 4 No 3 November 2020. Astuti, E. K., 2020, Peran BPJS Kesehatan Dalam Mewujudkan Hak Atas Pelayanan Kesehatan Bagi Warga Negara Indonesia, J-PeHI: Jurnal Penelitian Hukum Indonesia Volume 01, No. 01 Thn 2020. Ardiyanto, A., Ariman, & Supriyadi, E., 2021, Alat Pengukur Suhu Berbasis Arduino Menggunakan Sensor Inframerah Dan Alarm Pendeteksi Suhu Tubuh Diatas Normal, Program Studi Teknik Elektro - ISTN Sinusoida Vol. XXIII No. 1, Juli 2021 p-ISSN 1411 - 4593, e-ISSN 2722 – 0222. Ahdan, S., Susanto, E. R., & Syambas, N. R. (2019). Proposed Design and Modeling of Smart Energy Dashboard System by Implementing IoT (Internet of Things) Based on Mobile Device. 2019 IEEE 13th International Conference on Telecommunication Systems, Services, and Applications (TSSA), 194–199. Hendryani, A., 2020, Pengembangan Aplikasi Mobile Health Berbasis Android Untuk Monitoring Dan Evaluasi Stunting, Jurnal Sehat Mandiri, Volume 15 No 1 Juni 2020. Hendryani, A., 2020, Pengembangan Aplikasi Mobile Health Berbasis Android Untuk Monitoring Dan Evaluasi Stunting, Jurnal Sehat Mandiri, Volume 15 No 1Juni 2020. Kalam, M. N., Sianturi, R. S., & Kharisma, A. 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I., & Situmeang, A., 2021, Rancang Bangun Alat Pendeteksi Detak Jantung dan Saturasi Oksigen dalam Darah Berbasis Arduino MEGA 2560, Jurnal Ilmiah KOMPUTASI, Volume 20 No : 1, Maret 2021, p-ISSN 1412-9434/e-ISSN 2549-7227. Parjito, Rahmawati, O., & Ulum, F., 2022, Rancang Bangun Aplikasi E-Agribisnis Untuk Meningkatkan Penjualan Hasil Tanaman Hortikultura, Jurnal Informatika dan Rekayasa Perangkat Lunak (JATIKA) Vol. 3, No. 3, September 2022, 354-365. Permana, A. Y., & Romadlon, P., 2019, Perancangan Sistem Informasi Penjualan Perumahan Mengunakan Metode Sdlc Pada PT. Mandiri Land Prosperous Berbasis Mobile, SIGMA – Jurnal Teknologi Pelita Bangsa, Volume 10 Nomor 2 Desember 2019 ISSN : 2407-3903. Styawati, & Ariany, F., 2020, Sistem Monitoring Tumbuh Kembang Balita/Batita di Tengah Covid-19 Berbasis Mobile, Jurnal Informatika Universitas Pamulang ISSN: 2541-1004 Penerbit: Program Studi Teknik Informatika Universitas Pamulang e-ISSN: 2622-4615 Vol. 5, No. 4, Desember 2020 (490-497). 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Co-Authors Erwin Setiawan Panjaitan Kaban, Roberto Panggabean, Hanna Maria Putri Syahfitri, Tiara Ronsen Purba Sastra Wandi Nduru Silvia Batubara, Lika Yohana Br Ginting, Dewi