Claim Missing Document
Check
Articles

PENERAPAN DATA MINING UNTUK MEMPREDIKSI KELAYAKAN KREDIT NASABAH PADA PT. BPR INDOBARU FINANSIA MENGGUNAKAN ALGORITMA C4.5 Tuhumena, Melva marsyah adella; Arnomo, Sasa Ani
Computer Science and Industrial Engineering Vol 7 No 2 (2022): Comasie
Publisher : LPPM Universitas Putera Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

The purpose of this study is to find out how to use data mining to assist banks in deciding which customers are eligible for credit in order to reduce credit congestion with the C4.5 algorithm method. which may be applied to BPR Indobaru Finansia. The indicators in this study are employment, character, loan ceiling, income, guarantees and decisions that will be processed using the weka application. Predicting creditworthiness using data from prospective customers at PT BPR Indobaru Finansia as an explanation or guide when making a decision tree.
PENERAPAN DATA MINING METODE APRIORI TERHADAP DATA PENJUALAN PADA PT TASINDO TOTAL INPRODUCTS Laurence; Sasa Ani Arnomo
Computer Science and Industrial Engineering Vol 7 No 3 (2022): Comasie
Publisher : LPPM Universitas Putera Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Bags are one of the products that are in great demand by buyers from various circles. The sale of bags is one of the businesses with great opportunities due to its wide range, ranging from women and men of all ages, as well as various types that can be used in all activities. The a priori algorithm is a type of association rule in data mining. Apriori is a very well-known algorithm for finding high-frequency patterns. High-frequency patterns are patterns of items in a database that have a frequency or support above a certain threshold called the minimum support term. Using apriori algorithm can used to create marketing strategies
SISTEM MONITORING KEAMANAN LINGKUNGAN PERUMAHAN MENGGUNAKAN RASPBERRY PI DAN MOTION EYE OS Inzagia Pratama, Irnaldika; Arnomo, Sasa Ani
Computer Science and Industrial Engineering Vol 9 No 1 (2023): Comasie
Publisher : LPPM Universitas Putera Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33884/comasiejournal.v9i1.7517

Abstract

Problems that often arise in residential areas are theft or housebreaking. the case above can be solved by using a surveillance camera, but rarely does anyone use it and the drawback of the existing surveillance cameras is that they cannot make direct notifications. In this study, the above problems can be solved by designing a security monitoring tool for the environment around housing based on webcam cameras and Raspberry Pi by utilizing Motioneye OS as a remote monitoring application, recording and capturing images and video results from motion detect and also notifications from pushover app. This study uses the SDLC method, namely the prototype model, in which this method is able to address real needs. The results in testing this study were that MotionEye OS captures and detects movement well and sends the detection results to pushovers in almost all conditions. for an alternative tool to replace the old system, this is quite good where this new system can monitor remotely and use any device and can receive state updates with notifications. With this security monitoring system tool, it is hoped that it can reduce criminal acts in residential areas.
RANCANG BANGUN SISTEM MONITORING KUALITAS UDARA BERBASIS ANDROID Pradana, Ronaldo Baja; Arnomo, Sasa Ani
Computer Science and Industrial Engineering Vol 9 No 2 (2023): Comasie
Publisher : LPPM Universitas Putera Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33884/comasiejournal.v9i2.7583

Abstract

In this era of rapid technological development, it is a crucial period where technology has become an inseparable part of everyday life. The significant increase in human activity has triggered various air pollution problems, including burning, waste, industrial waste, vehicle fumes, industrial fumes, and the use of electronic equipment, among others. Additionally, besides the aforementioned problem of air pollution, its impact can also lead to a variety of serious problems and the occurrence of health issues such as asthma, ISPA, lung cancer, and so on. Therefore, an Android-based application was created that can provide information about the current air quality in the user's area. This application can be used to monitor air quality in specific areas based on measurements and data collection. The method used for this research is the RAD (Rapid Application Development) method, which is suitable for developing software in a short time. We have also added a real-time air quality monitoring feature that can monitor air levels to determine if they are within normal levels or not. This allows users to combat air pollution and carry out continuous monitoring without being limited by space and time.
RANCANG BANGUN SISTEM INFORMASI PELAYANAN RESTORAN HOTEL BERBASIS WEB DENGAN FRAMEWORK CODEIGNITER Sihombing, Rikardo; Arnomo, Sasa Ani
Computer Science and Industrial Engineering Vol 9 No 2 (2023): Comasie
Publisher : LPPM Universitas Putera Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33884/comasiejournal.v9i2.7619

Abstract

The Batam view hotel restaurant is one of the service units in the hotel. Guests at the hotel generally enjoy eating and drinking at the restaurant. The manual system in the hotel restaurant often causes problems, such as guest orders that do not match those recorded by restaurant staff, guests often cancel orders because no one is taking orders, and Guests often have difficulty seeing the list of food and drinks available in the restaurant. Until now, this hotel restaurant does not have an online ordering system. thus resulting in several work systems being constrained. This is what prompted the author to build and design a Web- based information system for this restaurant.This website will be designed with the PHP programming language and coupled with the codeigniter framework. The research method used is Research and development (R&D),This research is expected to be able to develop the restaurant into a restaurant that has an online system, so that it can increase guest satisfaction both in terms of service and providing information.
RANCANG BANGUN SISTEM INFORMASI POINT OF SALE BERBASIS WEB Yanti, Chagu Hospita; Arnomo, Sasa Ani
Computer Science and Industrial Engineering Vol 9 No 3 (2023): Comasie
Publisher : LPPM Universitas Putera Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33884/comasiejournal.v9i3.7669

Abstract

The development of the business world encourages companies to always try to improve the quality of products and services to consumers. Goods purchase services can be done electronically and can also be done online. The implementation of these business solutions is a commitment to increasing customer competitive advantage in terms of efficiency, effectiveness, performance, and business development. This study aims to design and develop a point of sale (POS) application to support a purchasing service system that can help CV Berdikari owners in data management. Making this POS application begins with collecting all the data needed using observation, interview, and literature study methods, designing Model Prototyping applications with application design tools in the form of flowcharts and Unified Modeling Language (UML) until the implementation of this POS application. With the implementation of this point of sales (POS) application, it can help users who are directly related to this POS application, especially customers, employees and owners in the process of managing reports and controlling their business activities.
RANCANG BANGUN SISTEM INFORMASI KELUHAN PADA RUSUN BP BATAM BERBASIS WEB Yanti, Srimau; Arnomo, Sasa Ani
Computer Science and Industrial Engineering Vol 9 No 4 (2023): Comasie
Publisher : LPPM Universitas Putera Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33884/comasiejournal.v9i4.7726

Abstract

ABSTRACT BP Batam is a government agency that manages flats in Batam City which are located at several points in each sub-district, this Batam City government program really supports low-income people because they are able to provide livable housing for flat residents at affordable prices, but there are several things that become obstacles for flat occupants, one of which is a citizen complaint information system which makes flat residents uncomfortable by submitting reports of damage that has occurred to each flat that must come to the flats office to report complaints, as well as flats. admin / staff who make a report every time there is damage. Therefore we need a system that can simplify and speed up occupants and flat workers in the process of reporting complaints, the system uses the PHP my Admin programming language and My SQL database with the prototyping method. The purpose of creating this system is to make it easier for BP Batam flat occupants to submit their complaints to the admin or flat employees. In addition to facilitating and speeding up the admin work process in reporting damage to flats managed by BP Batam.
ANALISIS PENGARUH KUALITAS LAYANAN APLIKASI MOBILE BANKING DAN PRODUK BANK TERHADAP KEPUASAN NASABAH UNITED OVERSEAS BANK INDONESIA DI BATAM Octavia, Ecca Yolanda; Arnomo, Sasa Ani
Computer Science and Industrial Engineering Vol 9 No 6 (2023): Comasie
Publisher : LPPM Universitas Putera Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33884/comasiejournal.v9i6.7869

Abstract

Bank services in physical or non-physical service clould be another strategy to win the attention of customer. The satisfaction from the customers is very highly important to establish since the industry is very competitive. UOB Bank is one of the private banks in Batam city that provide mobile banking application which called TMRW and it has several bank products like housing credit, credit cards, deposit and other financial product as well. Research here is conducted to explore the effect of the mobile application of the UOB called TMRW along with the product tha effect satisfaction of the customer. The researcher took random sample in this case with the regresseion method for the hypthesis test. The result of the researh showed the profile of the responden averagely has minimum 2 bank product on their possesion and 100% using the TMRW application. The Regression showed that partially the qualitity of the mobile application TMRW has effects to the customers satisfaction, the variabel of the Quality of bank product has effects for the customers satifaction. Simultaneously quality of the mobile app TMRW and Quality of the bank product has effects for the customers satisfaction
RANCANG BANGUN APLIKASI E-COMMERCE BERBASIS WEB PADA TOKO ZIFA BEAUTY Armilia, Puti Selvi; Sasa Ani Arnomo
Computer Science and Industrial Engineering Vol 10 No 3 (2024): Comasie
Publisher : LPPM Universitas Putera Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33884/comasiejournal.v10i3.8512

Abstract

Zifa Beauty is a business that offers a variety of skincare products and fragrances. Data processing in shop management is still done by hand. The aim of this research is to create a web-based e-commerce application for Zifa Beauty Store via design and development. The author employs the V-Model approach, which enables users to assess the system and documentation acceptability at the conclusion of the development phase. The outcomes showed that with an automated sales system, stores can easily track transactions made by specific customers. This information can help in recognizing customer preferences and buying habits, so that stores can provide more personalized and interesting services for customers, Structured transaction data can be used to conduct in-depth sales analysis. Store owners can view sales trends over time, identify best-selling products, and identify new business opportunities. Sales data recorded in the database allows stores to forecast future stock needs. Based on sales trends, stores can project the level of demand for a particular product and organize purchase orders more precisely.
IMPLEMENTASI DEEP LEARNING DENGAN TENSORFLOW UNTUK MENDETEKSI KUALITAS MATERIAL PADA DEPARTEMEN IQC Michael Nasib Jalverin Sinaga; Sasa Ani Arnomo
Computer Science and Industrial Engineering Vol 10 No 3 (2024): Comasie
Publisher : LPPM Universitas Putera Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33884/comasiejournal.v10i3.8525

Abstract

This research utilizes deep learning with tensorflow to enhance the efficiency of incoming quality control (iqc) in material quality inspection. iqc, As a critical stage in the production chain, ensures the quality of incoming materials and plays a significant role in the final product quality. However, iqc effectiveness is often hindered by issues of accuracy and inspection speed. the solution lies in an advanced approach, employing deep learning technology, especially with the use of the tensorflow framework. deep learning is applied for image segmentation, object detection, and material quality classification. The methodology involves cnn on tensorflow, expected to enhance accuracy and inspection efficiency. The objective is to generate an accurate model, reduce inspector involvement, and improve iqc efficiency. The implementation of deep learning is anticipated to create highly accurate models, speed up inspection processes, automate tasks, and reduce operational costs and human error risks. This research has the potential to provide a positive contribution to the advancement of material quality testing technology, making it more sophisticated, efficient, and effective, with a positive impact on final product quality and operational efficiency.