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INDONESIA
Jurnal Sains Dan Teknologi (SAINTEKBU)
Published by Universitas KH. A. Wahab Hasbullah
ISSN : 19797141     EISSN : 25411942     DOI : https://doi.org/10.32764/saintekbu.v10i1.157
Core Subject : Science, Engineering,
Computer Science & IT Control & Systems Engineering Library & Information Science
JURNAL SAINTEKBU adalah Jurnal ilmiah yang mewadahi hasil penelitian bidang informatika, ilmu komputer, teknologi komputer yang diterbitkan oleh Universitas KH. A. Wahab Hasbullah (UNWAHA)
Arjuna Subject : Ilmu Komputer (semua kategori) - Aplikasi Ilmu Komputer
Articles 293 Documents
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The Classification of Insurance Claim Risk Using the Multilayer Perceptron Method Handamari, Endang Wahyu; Sa'adah, Umu; Arifin, Maulana Muhamad
SAINTEKBU Vol. 17 No. 01 (2025): Vol. 17 (01) January 2025
Publisher : KH. A. Wahab Hasbullah University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32764/saintekbu.v17i01.5178

Abstract

Policyholders purchase insurance policies to protect themselves or their assets from potential financial risks in the future. Insurance guarantees that if an event covered by the policy occurs, the insurance company will provide compensation according to the agreed terms. Insurance companies conduct risk assessments for each policyholder to determine the premium that must be paid, making it essential to classify risk categories accurately. The Multilayer Perceptron (MLP) is one method used for classification problems. It is a machine learning algorithm belonging to the family of artificial neural networks. MLP is a flexible algorithm that can solve various classification problems, including those with complex features and non-linear relationships between input and output variables. The result of this research is the development and implementation of a Multilayer Perceptron method to classify risk categories. The evaluation of the Multilayer Perceptron model for risk classification shows satisfactory performance. Based on the classification report from training and test data, the model does not exhibit overfitting or underfitting.
Automation of Credit Approval Eligibility Using The Simple Additive Weighting Method At Financial Institutions Sulistyohati, Aprilia; Firdlaus, Ardli
SAINTEKBU Vol. 17 No. 01 (2025): Vol. 17 (01) January 2025
Publisher : KH. A. Wahab Hasbullah University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32764/saintekbu.v17i01.5493

Abstract

Cooperatives as financial institutions engaged in has an important role in providing a source of financing for its members. The credit approval eligibility process in cooperatives is often done manually, which can take a long time, is prone to human error and subjectivity in decision making. and subjectivity factors in decision making. The method used method used in this research is the Simple Additive Weighting (SAW) method that is applied in automating the feasibility of credit approval in cooperatives. The criteria used in this research are income, age, credit history, occupation, number of dependents. This method is used with the aim of providing decisions that are more consistent, objective, transparent, and the time it takes is shorter. The result of this study is that customer A gets the highest score of 0.82, so that the customer is declared the most deserving prospective debtor to get credit approval at the cooperative. The results show that the application of the SAW method in the automation of credit approval eligibility has succeeded in increasing time efficiency in the credit approval eligibility assessment process so that it can handle more credit cases efficiently, besides that this method is able to minimize human error, and is able to eliminate the subjectivity factor in decision making. This can increase customer confidence in supporting transparent cooperative operations
Design of New Student Registration System Using Web-Based Waterfall Method Ziky, Ziky; Yusma, Yanti; Rizal, Chairul
SAINTEKBU Vol. 17 No. 01 (2025): Vol. 17 (01) January 2025
Publisher : KH. A. Wahab Hasbullah University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32764/saintekbu.v17i01.5558

Abstract

New student admission is one of the crucial processes in educational institutions that require accurate and efficient data management. MTs Amaliyah Sunggal, located at Jl. Tani Asli, Kp. Lalang, Kec. Sunggal, Deli Serdang Regency, North Sumatra, previously implemented a manual registration system that had many obstacles, such as a long process, data recording errors, and difficulty in monitoring registration progress. To overcome these obstacles, a web-based new student registration system was designed using the Waterfall development method. The Waterfall method was chosen because it has a systematic and orderly structure, which includes five main stages, namely needs analysis, system design, implementation, testing, and maintenance. In the design process, user needs are identified in detail to ensure that the system can accommodate all required functions. After that, the system is designed and implemented using web technology that allows prospective students to register online, thereby reducing the school's administrative burden. This system has been tested using Lighthouse which showed quite good performance with First Contentful Paint (FCP) of 1.6 seconds and Largest Contentful Paint (LCP) of 2.6 seconds, while Total Blocking Time (TBT) and Cumulative Layout Shift (CLS) obtained perfect scores reflecting the stability of the layout and speed of the system. This system provides convenience for prospective students to access registration information from anywhere and at any time. In addition, the school can monitor registration data in real-time and generate reports automatically. Thus, it is expected that this system can improve efficiency, accuracy, and transparency in the process of accepting new students at MTs Amaliyah Sunggal.
Implementing the Internet of Things in a Web-Based Air Pollution Detection System using NodeMCU Afifuddiin, Mohammad; Wijayanti, Aris; Arifia, Amaludin
SAINTEKBU Vol. 17 No. 01 (2025): Vol. 17 (01) January 2025
Publisher : KH. A. Wahab Hasbullah University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32764/saintekbu.v17i01.5612

Abstract

Air pollution is one of the factors that causes health problems. Air pollution can be caused by several factors, two of which are natural factors and human factors. Plumpang District is one of the areas in Tuban Regency where there are many mining and industrial activities, especially limestone processing. Of course, this will cause an increase in the production of pollutant gases that are harmful to the body, one of which is carbon monoxide (CO). The use of the Internet of Things (IoT), microcontrollers, and sensors is expected to create a real-time air pollution monitoring tool. In this study, the MQ-7 sensor was used to detect carbon monoxide gas, and NodeMCU was used as a means of processing data to send data to the database. And later the information from the sensor readings will be displayed on the website page. The results of this study have succeeded in creating a real-time air pollution monitoring system which can then be developed to monitor air pollution itself.
Analysis of QRIS Implementation in Increasing Digital Payments in Samarinda, East Kalimantan Zulfariansyah, Muhammad
SAINTEKBU Vol. 16 No. 01 (2024): Vol. 16 No. 01 January 2024
Publisher : KH. A. Wahab Hasbullah University

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Abstract

QRIS (Quick Response Code Indonesian Standard) is a national electronic payment standard that aims to facilitate financial transactions via QR codes. However, QRIS implementation in Samarinda still faces various challenges. The purpose of this study is to analyze the challenges of QRIS implementation in Samarinda and find solutions to overcome them. The method used in this research is descriptive qualitative research with a case study approach. Data is collected through in-depth interviews with various related parties, such as merchants, users, and banks as a payment service provider partner. Data collection was also carried out through field observations and documentation. The results of the study show that the main challenges in implementing QRIS in Samarinda are the lack of public knowledge and understanding of QRIS, inadequate infrastructure, and low participation of merchants. The solution to overcome these challenges is to increase outreach and education to the public, strengthen infrastructure and technology support, and provide incentives to merchants to encourage their participation in using QRIS. The conclusion from this research is that the implementation of QRIS in Samarinda requires greater efforts to increase public understanding, strengthen infrastructure, and provide incentives to merchants. In the long term, implementing QRIS can provide many benefits, such as reducing transaction costs, simplifying payments, and increasing payment system efficiency.
The Role of Digital Forensics in Cybercrime on Twitter Social Media Azzahra, Rahma; Rachma Dina, Intan
SAINTEKBU Vol. 16 No. 01 (2024): Vol. 16 No. 01 January 2024
Publisher : KH. A. Wahab Hasbullah University

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Abstract

The rapid advancements in information technology in the current era have significant positive and negative effects. One notable benefit of these developments is the ease with which individuals can access information and communicate with others through social media platforms. However, a major drawback is the irresponsible behavior exhibited by some users, leading to an increase in cybercrime. Twitter, in particular, is frequently targeted for such criminal activities. Digital forensics, a specialized branch of forensic science, focuses on the identification and recovery of data, particularly related to computer crimes. This initiative aims to highlight the risks of cybercrime associated with social media platforms like Twitter. The research conducted seeks to gather digital evidence by utilizing one specific method endorsed by the National Institute of Justice (NIJ), which encompasses the following stages: Collection, Examination, Analysis, and Reporting.
Evaluation of The Quality of Gojek Online Transportation Driver Services Based on Customer Satisfaction Level in The City of Surabaya Adilah, Fira; Al Fatih, Muhammad; Ahmed Muse, Abdurrahim; Amrozi, Yusuf
SAINTEKBU Vol. 16 No. 01 (2024): Vol. 16 No. 01 January 2024
Publisher : KH. A. Wahab Hasbullah University

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Abstract

In the city of Surabaya, the use of online transportation applications is increasing and has become one of the popular transportation options. With the increase in public interest in the use of online transportation, various companies are competing with each other to further innovate in the process of developing online transportation applications. PT. Go-Jek Indonesia is one of the online motorcycle taxi companies that claims to be able to provide practical and fast services in the midst of congestion problems faced by people in several cities. This study aims to evaluate the quality of Gojek online transportation driver services based on the level of customer satisfaction in the city of Surabaya. The method used in this study uses a qualitative method. The data collection techniques carried out in this study used interview techniques and document studies. From the results of interviews and document studies in this study, it can be concluded that the service provided by Gojek drivers to passengers is of good quality so that it provides satisfaction to customers as expected. Although some of them said they were satisfied with the service that had been provided by the driver, there were still some improvements that needed to be made and improved for the performance of the Gojek company in order to improve or improve the company's brand image.
Design of Automatic Body Mass Index Measurement and Centralization Data Collection Airlangga, Primaadi; Kurniawan, Dandi
SAINTEKBU Vol. 16 No. 01 (2024): Vol. 16 No. 01 January 2024
Publisher : KH. A. Wahab Hasbullah University

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Abstract

Body mass index is one of the indicators used in assessing and measuring a person's nutritional and health status which is important to know and understand for human life. Technological developments in today's modern era have touched almost all sectors of life to improve performance, in terms of effectiveness and efficiency as well as convenience for users, including health facilities. The design of a centralized body index measuring device was created to alleviate and overcome various problems that occur in health facilities regarding patient body mass index data which are often inaccurate because the data is missing or does not match between one table and another. This body index measuring device includes microcontroller, RFID, HX711 Load Cell digital scales, height measuring instrument, website and smartphone. All of data from sensor readings will be displayed via a 16x2 LCD, stored on a server, and displayed via a website and user’s smartphone.
Utilizing Linear Regression to Forecast Sales in RD.bag's Online Outlet Rudi Purnomo; Tutik Khotimah; Ahmad Jazuli
SAINTEKBU Vol. 16 No. 01 (2024): Vol. 16 No. 01 January 2024
Publisher : KH. A. Wahab Hasbullah University

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Abstract

This research aims to analyze the relationship between various variables and the sales performance of the RD.bag online store using sales data from the period of February 1, 2021, to January 31, 2023. The data collection phase involves retrieving data from Shopee and storing it in an Excel file format. The data is then cleansed of duplicates and irrelevant information in the data cleaning stage, followed by data transformation to tidy up datetime formats and create a dataframe. The analysis is carried out using the linear regression method to observe the relationship between independent and dependent variables. These analysis findings provide insights into the sales performance of the RD.bag online store and can aid in developing more effective marketing strategies. The study also presents suggestions for future research development, including adding variables, exploring advanced analysis methods, and conducting comparative analyses with other online stores in the same industry.
Application of the Use Questionnaire Method in Edlink Learning Management System (LMS) Usability Measurement : Application of the Use Questionnaire Method in Measuring the Usability of the Edlink Learning Management System (LMS). LM Fajar Israwan, LM Fajar Israwan; Rachmawati, Ike Kusdyah; Rahman Alamsyah, Agus
SAINTEKBU Vol. 16 No. 01 (2024): Vol. 16 No. 01 January 2024
Publisher : KH. A. Wahab Hasbullah University

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Abstract

Distance education has evolved from a correspondence education model to e-learning-based education using a Learning Management System (LMS). One LMS that is widely used is Edlink. The successful implementation of an information system, including e-learning, is very important to determine the user's ability to utilise the system so that it can empirically describe e-learning user satisfaction. The purpose of this research is to measure the usability of the Edlink LMS. The questionnaire used in this research consists of the variables Usefulness, Ease of Use, Ease of Learning, and User Satisfaction. From the results of the Usability calculation, the Usefulness variable's feasibility level was 83.54%, the ease of use variable was 83.03%, the ease of learning variable was 84.79%, the usability variable was 82.62%  and the total usability value was 83.31. %. This shows that LMS Edlink is a very effective learning media to use in bold learning.

Page 20 of 30 | Total Record : 293

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