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Applied Science and Technology Research Journal
Published by Universitas PGRI Yogyakarta
ISSN : ""     EISSN : 29636698     DOI : https://doi.org/10.31316/astro.v2i1
Core Subject : Science, Engineering,
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Industrial & Manufacturing Engineering
Applied Science and Technology Research Journal specifically focuses on problems in the development of Research in science and technology
Arjuna Subject : Ilmu Komputer (semua kategori) - Jaringan Komputer dan Komunikasi
Articles 86 Documents
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Multi-Layer Perceptron Model for Dota 2 Game Results from UCI Using MLP Classifier Yudhistira, Galih; Aliya Widiastuti, Pika; Rahyuni, Rahyuni; Hastono, Tri; Harry Pratisto, Eko
APPLIED SCIENCE AND TECHNOLOGY REASERCH JOURNAL Vol. 2 No. 2 (2023): Applied Science and Technology Research Journal
Publisher : Lembaga Penelitian dan Pengabdian Mayarakat (LPPM) Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/astro.v2i2.5797

Abstract

Dota 2 is a genre game Moba in the PC (Personal Computer) system battle arena game online (online) with multiplayer ( bringing together 2 players in 1 machine ). Game Dota 2 consists of 2 opposing teams To get the victory, every team has 5 players who can choose hero 1 from 121 different heroes. Study This discusses the use of the Multi-Layer Perceptron (MLP) model to predict the results Dota 2 game. The author uses the UCI dataset containing historical data of Dota 2 matches, processed and trained with the MLP model using MLPClassifier from the scikit learn Python library. The data preprocessing process includes normalization features and handling of missing data. Training involves hyperparameter selection and validation cross To prevent overfitting. Although the MLP model is successful in predicting results with accuracy high, the author takes notes room For improvement, like additional features or the use of more models complex. In research, This obtained results with Accuracy Train results: 68.06%, Accuracy Test: 58.00%, Accuracy Precision: 58.53%, Accuracy Recall: 73.50%, Accuracy f1: 63.39%.
Network Nerves Mock Backpropagation Prediction Graduation Student Elementary School With Practice Values Exam Rahmawati Sunaryo, Azzahra; Abelia, Nevanda; Hastono, Tri; Pratisto, Eko Harry
APPLIED SCIENCE AND TECHNOLOGY REASERCH JOURNAL Vol. 2 No. 2 (2023): Applied Science and Technology Research Journal
Publisher : Lembaga Penelitian dan Pengabdian Mayarakat (LPPM) Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/astro.v2i2.5798

Abstract

The backpropagation method is a computer technique to help predict and sort data. This method is usually used to change the connection between parts of the computer's brain in the hidden layer. Meanwhile, the Nervous System Network (ANN) is an information-processing system that is very similar to the function of human brain cells. Value is a benchmark for a student's graduation, if the student's score is getting better, the more opportunities for the student's graduation. In predicting this pass using the method of Artificial Neural Networks (ANN), namely Backpropagation, and using Matlab software with the MSE (Mean Square Error) result of 0.099512.
Web-Based Project Work Management Information System Development (Case: CV. Trijaya Abadi Electric) Arsyad Maulana , Faruq; Wibawa, Wibawa; Kusuma Wardana , Ari
APPLIED SCIENCE AND TECHNOLOGY REASERCH JOURNAL Vol. 2 No. 2 (2023): Applied Science and Technology Research Journal
Publisher : Lembaga Penelitian dan Pengabdian Mayarakat (LPPM) Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/astro.v2i2.5799

Abstract

This research was conducted to build a System Information Management Project with efficient, effective, and easy as well as can count budget work, budget shopping, budget wages employees, Manage presence employees, count payroll in a way, got it make report payroll. and reports readiness Work on discussion budget. This research was carried out through four stages, namely 1. Planning ( planning ), 2. Analysis ( analysis ), 3. Design ( designing ), and 4. Implementation ( application ). Development System Information Management Work Project Web Based ( Case Study: CV. Trijaya Abadi Electric). CV. Trijaya Abadi Electric has so far managed everything related to work, still using manual systems such as employee absences verbally to superiors, work progress verbally, payroll still using Microsoft Excel, and work management that has not been fully organized causing data input errors. and budget calculations that are often missed, resulting in errors in invoices and tender notes. The process of calculating the shopping budget and equipment rental along with worker salaries must be maximum and optimal so that there are no errors in the bookkeeping so that it is clear that the profits obtained are in accordance with the calculations.
Description Of Antihypertensive Drugs Use In Hypertensive Outpatients With Diabetes Mellitus At Panembahan Senopati Bantul Hospital A Hi Wahid, Rahmat; Febri Nilansari, Anis; Andriani Fatimah, Fitri
APPLIED SCIENCE AND TECHNOLOGY REASERCH JOURNAL Vol. 3 No. 1 (2024): Applied Science and Technology Research Journal
Publisher : Lembaga Penelitian dan Pengabdian Mayarakat (LPPM) Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/astro.v3i1.6143

Abstract

Hypertension (HT) is still a health problem in the world, including in Indonesia. Hypertension in patients with type 2 diabetes mellitus (T2DM) will have an impact on worsening conditions and multi-complications, including macrovascular, microvascular, and insulin resistance complications. This can be prevented by providing appropriate and rational therapy so that the effectiveness of therapy is achieved and avoid worsening conditions and complications. This study aims to determine the pattern of antihypertensive drug use in HT patients with comorbid T2DM in the outpatient installation of Panembahan Senopati Hospital, Bantul for the period of August 2023. The study was designed with a descriptive non-experimental method, cross-sectional with a retrospective approach. The source of research data is secondary data derived from medical records of HT patients with T2DM for the period of August 2023 with data collection by purposive sampling. A total of 157 HT patients met the inclusion criteria in this study with the prevalence of women (n = 106; 67.50%) and men (n = 51; 32.50%), most ages in the 55-65 year range (n = 57; 36.30%). A total of 66 patients (42.10%) received monotherapy, while 91 (57.90) patients received polytherapy. Candesartan (n=80; 27.68%) and Amlodipine (n=78; 26.99%) monotherapy with oral administration were the most common treatment options in this study. Overall, the most widely used drug classes were Angiotensin Receptor Blockers (ARB) (41.18%), Calcium Channel Blockers (CCB) (32.5%), and Diuretics (14.1%). While the most common combination of drug groups is ARB + CCB (24.8%). This study concluded that the use of drugs mainly was polytherapy and in general the use of antihypertensive drugs consisted of 7 classes of drugs namely Angiotensin Receptor Blockers, Calcium Channel Blockers, Diuretics, ẞ- blockers, Centrally-acting Agents, ACE-Inhibitors, Vasodilators
Physical Appearance of Commercial Herbal Eco-Green Soap Bar Combination of Madeira Vine Leaf Extract and Citronella Oil Karimatulhajj, Hanifah; Rohmansyah, Ryan; Haura; Dzikra; Soibatun
APPLIED SCIENCE AND TECHNOLOGY REASERCH JOURNAL Vol. 3 No. 1 (2024): Applied Science and Technology Research Journal
Publisher : Lembaga Penelitian dan Pengabdian Mayarakat (LPPM) Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/astro.v3i1.6144

Abstract

Herbal Eco-green soap is made by saponification using cold or hot process soap that reacts the lye with vegetable oil (soap base) and herbal component. Coconut oil is a vegetable oil that gave a nice hardness and foaming to the soap bar. There are two types of coconut oil on the market, namely coconut oil without a filtration process (unrefined) which contain more fatty acid and that has been filtered (refined) which contains less fatty acid. The free fatty acid from vegetable oil that is not saponified would affect the mushy soap and the rancid smell because of any matter that not saponified. The herbal extract added would affect the soap’s organoleptic and homogeneity. In this study, the organoleptic, homogeneity, and foam stability the as physical appearance of the herbal eco-green soap bar was evaluated for the better choice of coconut oil as a base herbal soap. The soap bar made by cold process and there was divided four group formula. Herbal soap with base soap and herbal component combination of madeira vine leaf extract with citronella oil (F1 and F2) and base soap with coconut oil without herbal component (F3 and F4). Formula 1 and 3 using refined coconut oil and F2 and 4 using non refined coconut oil. The study result that the herbais l soap more mushy and looked green than base soap. Herbal soap with non refined coconut oil more homogeneous (F2) and formula 3 was a hardest soap with white colour. All formulas had moderate foam stability.
System Information Object Gunungkidul Beach Tourism and Booking Travel Services Using the Laravel Framework Anwar Fauzi, Muhammad Afif; Rianto; Saputra, Nurirwan
APPLIED SCIENCE AND TECHNOLOGY REASERCH JOURNAL Vol. 3 No. 1 (2024): Applied Science and Technology Research Journal
Publisher : Lembaga Penelitian dan Pengabdian Mayarakat (LPPM) Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/astro.v3i1.6190

Abstract

Gunungkidul is famous for with beauty the beach is stunning. However, information about object tour beaches in Gunungkidul is Still scattered and difficult to access for tourists. Apart from that, tourists also experience difficulty in order tourist travel services To visit beaches. Thesis This aims To develop a system information object tour beach Gunungkidul and reservations tourist travel services using the Laravel framework. System This provides complete and accurate information​ about object tour beaches in Gunungkidul, as well as possible traveler order tourist travel services with easy and safe. Study This uses a method combination of Qualitative and quantitative with the Laravel framework system, which is a popular PHP framework For the development of web applications. Laravel provides various convenient features​ of development systems, such as routing, databases, and authentication. Data collection techniques use surveys created online​ with Google Forms. Study This uses waterfall methodology. The waterfall methodology is the methodology development of device linear software and processes sequentially. System This has been tested and proven can walk with Good. System This can help travelers get information about object tour beaches in Gunungkidul and order tourist travel services with ease and safety.
Determination Of Freshwater Consumption Fish Diseases Using Artificial Neural Network Methods Apriyanto, Bagas; Riyadi, Ahmad; Kusuma Wardana, Ari; Nasrun Mohd Nawi, Mohd
APPLIED SCIENCE AND TECHNOLOGY REASERCH JOURNAL Vol. 3 No. 1 (2024): Applied Science and Technology Research Journal
Publisher : Lembaga Penelitian dan Pengabdian Mayarakat (LPPM) Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/astro.v3i1.6217

Abstract

Artificial Neural Network (ANN) is a branch of Artificial Intelligence (AI) that uses neuron-based computational methods to identify and solve problems. In this study, we tried to use ANN to identify diseases of freshwater fish commonly consumed by the public, using one of the ANN methods, namely backpropagation. This research produces a website-based system that uses the backpropagation Neural Network method so that it can be used to help freshwater fish breeders or cultivators identify fish diseases that are kept more accurately than conventional methods. In addition, it is hoped that this system can anticipate more severe infections in fish belonging to cultivators. The results of system testing show that regarding the appearance of the system, 38.5% of respondents answered that the design was beautiful, related to the ease of use of the system, 46.2% of respondents answered that the approach was straightforward to use, regarding the performance of the system 53.8% of respondents answered that the system performance was excellent. Regarding the system's benefits, 76.9% of respondents answered that the system was beneficial
Planning System Gauge Strength Wind Based on the Internet of Things Ari Wibowo, Aziz; Hardyanto, R. Hafid; Wahyu Ciptadi, Prahenusa; Harry Pratisto, Eko
APPLIED SCIENCE AND TECHNOLOGY REASERCH JOURNAL Vol. 3 No. 1 (2024): Applied Science and Technology Research Journal
Publisher : Lembaga Penelitian dan Pengabdian Mayarakat (LPPM) Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/astro.v3i1.6221

Abstract

The wind moves air​ from place One to somewhere else because there exists a different pressure of air. There are many​ benefits of wind for creatures living in the world, especially humans among them use wind by fishermen, generators of electricity power wind, and sports flight like kites.​ Prevention of disaster Because wind only can give warning to minimize casualties and damage in the area that occurs nipple pickaxe namely Anemometer as gauge speed wind. Besides a lot of benefits wind, however own impact bad adverse winds​ man. This tool is designed To measure the speed of the wind as well as minimize disasters caused by wind.​ This tool uses the ESP32 microcontroller as the main connected system through device wifi as Anemometer connections and sensors used as gauge strength wind, connected web server with a microcontroller via wifi as an interface for monitoring. Making tools using the data collection method used that is literature study, observation, and interviews. The system development stage consists of analysis, implementation system design as well as testing. Testing on the system is carried out with a test Anemometer sensor in an open area with monitoring using a connected web server with a microcontroller via wifi site testing with exists tool This measuring system design strength wind based on the Internet of Things.
Service Website Implementation Use Laboratory For Faculty Science and Technology of Universitas PGRI Yogyakarta Japeiter, Hilton; Setia Wardani; Putri, Puji Handayani
APPLIED SCIENCE AND TECHNOLOGY REASERCH JOURNAL Vol. 3 No. 2 (2024): Applied Science and Technology Research Journal
Publisher : Lembaga Penelitian dan Pengabdian Mayarakat (LPPM) Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/astro.v3i2.6349

Abstract

The purpose of study is develop service website use laboratories in the Faculty Science and Technology (FST) for increase efficiency , effectiveness and quality service laboratory . This website will help to unravel Variety problems found in the FST laboratory , such as lack of source Power human (HR), limitations capacity , availability and quality services , as well as lack of information about needs , demands , and feeds come back from user laboratory.Website This will provide Features like confirmation use laboratory , inventory and reporting use laboratory online . This website will also give Variety information latest as well as accurate regarding conditions , and facilities laboratory.Development of this website expected can increase efficiency , effectiveness and quality service laboratory for its users . This website can also help manager laboratory in carry out monitoring and maintenance equipment laboratory , so that can minimize damage equipment laboratory and extend age equipment laboratory.Website This will built with use modern web technologies such as HTML, CSS, JavaScript, and PHP. This website will also using MySQL database for store user , laboratory , and equipment data laboratory.research This expected Can give benefit especially in improvement quality service laboratory at FST.
Design Of Educational Game “Adventure Of A Sholeh Child” Using Adobe Flash Based On Android Yohanda Oktaviary; Wahana, Aditya; Putri, Puji Handayani
APPLIED SCIENCE AND TECHNOLOGY REASERCH JOURNAL Vol. 3 No. 2 (2024): Applied Science and Technology Research Journal
Publisher : Lembaga Penelitian dan Pengabdian Mayarakat (LPPM) Universitas PGRI Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31316/astro.v3i2.6357

Abstract

The material of the pillars of Islam is main the teachings of the Islamic religion guidelines for a person muslim . A number of schools and TPA and TPQ places convey material the with how teachers and children educate notice Then child educate repeat . This is assessed not enough efficient Approach This not enough effective use prevent boredom in children educate moment learn . Because that , is needed multimedia applications in the form of educational games Android based which contains material Pillars of Islam. Application This made using Adobe Flash CS6. The purpose of study is make educational game design " adventure " child pious " with Adobe Flash based android . For child under 10 years of age who will Study harmonious Islam . The data collection method used is bibliography , interviews , and observation . Design application methodical inbeetwen ( byframe ) .

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