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Pengaruh Perbedaan Jumlah Hidden Layer dalam Jaringan Syaraf Tiruan Terhadap Prediksi Kebutuhan Captopril dan Paracetamol pada Rumah Sakit Priyo Wibowo
Media Aplikom Vol 11 No 2 (2019): Media Aplikom
Publisher : Sekolah Tinggi Ilmu Komputer YOS SUDARSO Purwokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33488/1.ma.2019.2.207

Abstract

Research to predict drug needs at the hospital in Semarang. By using the data needs drug for 6 years from January 2007 to December 2012 made the prediction that the drug needs to avoid shortages or overstocks of drugs. The system is required to obtain the necessary amount of drug in a given month in order to avoid shortages of drugs and overstocks of drugs. This study uses matlab software to design the look and design a Neural Network architecture and using Microsoft Office Excel software to provide input data. Spreadsheet data model helps the program as input to the training data. Artificial Neural Networks provide interpretations of the drug needs. any incoming data given initial weight, is processed in the hidden layer using the specified parameters are like max epoch, learning rate, activation, duration, and the pace of learning. Parameters of success using the Mean Square Error and the value of the correlation coefficient is a point of reference. The results obtained using Neural Network architecture with a number of hidden layer neurons 50 and 75 managed to get the value of an accuracy of 74.89% for the type drug Captopril, then architecture using the number of hidden layer neurons to 20 and 15 types of drug Paracetamol resulted in 86.21%. The results obtained are very varied topography which influenced the shape or characteristics of the data and the amount of data being tested as a data input. More and more data is being tested affect the accuracy percentage.
Pembangunan Infrastruktur Jaringan Internet Murah Berbasis Gelombang Radio Bambang Widjanarko Susilo; Priyo Nugroho Adi; Siska Narulita; Andreas Tigor Oktaga; Priyo Wibowo
Magistrorum et Scholarium: Jurnal Pengabdian Masyarakat Vol 2 No 1 (2021)
Publisher : Universitas Kristen Satya Wacana Salatiga

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (954.307 KB) | DOI: 10.24246/jms.v2i12021p128-142

Abstract

Pandemi Covid-19 terjadi sudah lebih dari satu tahun ini dan hampir semua sektor terdampak pandemi ini. Tercatat pada website resmi Satuan Tugas (Satgas) Penanganan Covid-19, tentang pertumbuhan kasus Covid-19 di Provinsi Jawa Tengah, menunjukkan bahwa kasus meninggal dunia banyak terjadi pada penduduk usia ≥ 60 tahun, bahkan 2,5% dari anak berumur 0-5 tahun positif Covid-19. Dalam dunia pendidikan, Pemerintah menghimbau kepada seluruh institusi pendidikan untuk melakukan kegiatan belajar mengajar secara online. Interaksi dan komunikasi diantara para peserta didik dan pendidik ini dilakukan secara virtual melalui berbagai macam aplikasi. Sarana penunjang yang tidak kalah penting adalah ketersediaan jaringan internet. Di Dusun Tanggulangin Desa Margosari Kecamatan Limbangan Kabupaten Kendal saat ini memang sudah ada jaringan internet yang disediakan oleh provider internet, namun biayanya masih dirasa cukup mahal oleh penduduk sekitar. Tingkat akses internet untuk kegiatan belajar mengajar secara online di Dusun Tanggulangin Desa Margosari cukup tinggi karena jumlah penduduk dengan status pelajar atau mahasiswa cukup banyak. Selain itu, pengembangan infrastruktur jaringan internet membutuhkan dana yang cukup besar. Berdasarkan hal-hal tersebut, kegiatan pengabdian kepada masyarakat ditujukan untuk “Pembangunan Infrastruktur Jaringan Internet Murah Berbasis Gelombang Radio di Dusun Tanggulangin Desa Margosari Kecamatan Limbangan Kabupaten Kendal”. Hasil dari kegiatan ini, masyarakat sekitar mendapatkan kemudahan dalam mengakses internet dengan biaya yang lebih terjangkau.
RANCANG BANGUN SISTEM INFORMASI PENJUALAN TUNAI BERBASIS CLIENT SERVER PADA CV ANEKA TOP SEMARANG Priyo Wibowo
Ocean Engineering : Jurnal Ilmu Teknik dan Teknologi Maritim Vol. 1 No. 3 (2022): September : Jurnal Ilmu Teknik dan Teknologi Maritim
Publisher : Fakultas Teknik Universitas Maritim AMNI Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (940.002 KB) | DOI: 10.58192/ocean.v1i3.601

Abstract

Teknologi informasi yang berkembang pesat saat ini memberikan dukungan yang besar terhadap pengembangan sistem informasi penjualan tunai bagi perusahaan penjualan komputer seperti SIK, khususnya menggunakan teknologi informasi terkomputerisasi atau lebih dikenal dengan sistem informasi terkomputerisasi. Teknologi informasi dapat memproses data lebih cepat dengan kesalahan minimum, menghemat tenaga kerja dan menghemat biaya. Sistem informasi penjualan uang dirancang dengan metode pengolahan data secara langsung. Penggunaan metode pengolahan data langsung dimaksudkan agar data penjualan tunai dapat langsung diolah. Proses yang akan diproses adalah bagian administrasi yang mengambil alih administrasi, pembelian yang memproses barang masuk, penjualan yang memproses layanan pelanggan dan penjualan barang IT, departemen sumber daya manusia dan administrasi itu sendiri.
Pengaruh Jumlah Pengemulsi pada Pembuatan Cat Emulsi Berbasis Bahan Alami Kasein dari Susu Sapi Sari Purnavita; Cyrilla Oktaviananda; Elisa Rinihapsari; Priyo Wibowo; Yosef Bintang Satya Primahendra
METANA Vol 19, No 1 (2023): Juni 2023
Publisher : Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/metana.v19i1.52473

Abstract

Produksi susu sapi yang melimpah tidak diikuti dengan permintaan yang tinggi dari  masyarakat sehingga banyak produk susu sapi yang tidak termanfaatkan. Susu sapi yang masih segar maupun yang sudah rusak memiliki kandungan kasein yang cukup tinggi. Kasein termasuk polimer alami sehingga dapat dimanfaatkan sebagai bahan utama pada pembuatan cat emulsi. Pada pembuatan cat emulsi, faktor yang harus diperhatikan adalah kestabilan emulsi. Maka, penelitian ini bertujuan untuk mengetahui pengaruh jumlah pengemulsi (1 gram, 2 gram, 3 gram, dan 4 gram) yang digunakan terhadap karakteristik cat yang meliputi ukuran partikel, waktu kering, viskositas, daya rekat, dan kekerasan. Hasil uji statistik (Uji F) menunjukkan bahwa jumlah pengemulsi memiliki pengaruh terhadap karakteristik cat yang meliputi ukuran partikel, waktu kering, viskositas, daya rekat, dan kekerasan. Hasil penelitian dengan menggunakan uji statistik (Uji F) menunjukkan bahwa jumlah pengemulsi berpengaruh nyata terhadap karakteristik viskositas, ukuran partikel, waktu kering, dan tingkat kekerasan, serta jumlah pengemulsi berpengaruh sangat nyata terhadap karakteristik daya rekat cat. Cat emulsi berbasis kasein dan kapur tohor dengan penambahan bahan pengemulsi CMC sebanyak 4 gram memiliki kualitas yang terbaik, yaitu nilai kekerasan 4 H, daya rekat 97,5%, waktu kering 38,5 menit, ukuran partikel 8,75 mikron, dan viskositas 450 d.Pa.s.   The abundant cow's milk production is not followed by high demand from the public so that many cow's milk products are not utilized. Cow's milk that is still fresh or that has been spoiled has a fairly high casein content. Casein is a natural polymer so it can be used as the main ingredient in the manufacture of emulsion paints. The factor that must be considered in the manufacture of emulsion paint is the stability of the emulsion, thus this study aims to determine the effect of the amount of emulsifier (1 gram, 2 gram, 3 gram, and 4 gram) used on the paint characteristics which include particle size, dry time, viscosity, adhesion, and hardness. Statistical test results (Test F) showed that the amount of emulsifier has an influence on the characteristics of the paint which includes particle size, drying time, viscosity, adhesion, and hardness. The results of the study using statistical tests (Test F) showed that the amount of emulsifier had a significant effect on the characteristics of viscosity, particle size, dry time, and level of hardness, and the amount of emulsifier had a very significant effect on the characteristics of paint adhesion. Casein and quicklime based emulsion paint with the addition of 4 grams of CMC emulsifier has the best quality, namely 4 H hardness, 97.5% adhesion, 38.5 minutes dry time, 8.75 micron particle size, and 450 viscosity. d.Pa.s.
PENGEMBANGAN SISTEM INFORMASI PENGUSULAN JABATAN FUNGSIONAL AKADEMIK DOSEN BERBASIS WEB PADA STEKOM SEMARANG Ester Yuli Suprapti; Priyo Wibowo
Jurnal Ilmiah Teknik Informatika dan Komunikasi Vol. 1 No. 3 (2021): November: Jurnal Ilmiah Teknik Informatika dan Komunikasi
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (4390.243 KB) | DOI: 10.55606/juitik.v1i3.44

Abstract

High School of Electronics and Computers (STEKOM) Semarang, based on Jl. Majapahit 605, has several campuses in Semarang and outside Semarang. With the condition of the campus location, it makes it difficult for lecturers and related parties to process the proposal for the Academic Functional Position (JAFA). Lecturers have to repeatedly go to the central campus to process JAFA proposals and lecturers cannot directly know the extent of the credit score that has been generated. Other related parties such as the staffing department, the Credit Score Assessment Team (TPAK) and the STEKOM Leaders have difficulty monitoring the activities of lecturers in carrying out their tridharma duties. Web-based Lecturer Academic Functional Position Proposal Information System which was developed using the Research and Development (R&D) method produces an application that will solve the problems surrounding the JAFA proposal at STEKOM and can answer STEKOM's need for an Information system for lecturer JAFA proposals without being limited by place and time. . In making this system, the author uses Macromedia Dreamweaver MX 2004 software as the design media and PHP as the programming language used, and the MySql database as storage media
Aplikasi Android untuk Pencatatatan Riwayat Hasil Pemeriksaan Laboratorium secara Mandiri Priyo Wibowo; Fransiska Ayuningtyas Widyastani; Givio Kristiana Candra
Router : Jurnal Teknik Informatika dan Terapan Vol. 2 No. 2 (2024): Juni : Router: Jurnal Teknik Informatika dan Terapan
Publisher : Asosiasi Riset Teknik Elektro dan Informatika Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62951/router.v2i2.193

Abstract

In today's digital era, most people use smartphones for various purposes. In the laboratory field, as an innovation in laboratory examinations, and as a form of community service to promote healthy living and change people's lifestyles, medical laboratory technicians play a role in creating medical record applications. The development of this application is based on the fact that patients often forget about the examinations they have undergone, making it difficult to accurately record medical history. The examinations conducted on patients are a benchmark for lifestyle patterns that should be carefully considered by patients. This attention begins with the periodic recording of health history, which should be done to anticipate spikes or abnormalities in the body's condition. The application system, created through a semi-automatic method for recording and reminding examinations, is able to minimize errors or inaccuracies in the examination results in the history, thus facilitating self-control of both lifestyle, examinations, and health. Medical record application software can provide health data from previous laboratory examinations and can provide reminders for the next scheduled examination."