Articles
APLIKASI LAYANAN JAHIT MENGGUNAKAN FRAMEWORK REACT NATIVE
Siregar, Elisa Basaria;
Fauzi, Rahmat
Computer Science and Industrial Engineering Vol 5 No 4 (2021): Comasie
Publisher : LPPM Universitas Putera Batam
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Human lifes inseparable from primary needs, namely clothing, food and boards. Clothing is a basic human need for clothing used to protect the human body. Current development making clothes can not only protect the human body but also develop into fashion with various models which of course require tailoring services to sew clothes according to customer needs. The process of the customer getting the desired tailor service when this is still using word of mouth or ordering services atau sew on one tailor who has subscribed. Batam city has many services home tailors and customers who still use these methods and less efficient for a tailor and a prospect. This study aims to build a sewing service application which supports the provision of home sewing services and customers. Development this application uses the waterfall model and testing The application uses the black box testing method. Programming language that used is PHP and Javascript using the react native framework as framework and MySQL as database. This application is expected to make it easier for a customer and tailor to be able to connect with each other using the application.
IMPLEMENTASI DATA MINING PADA PENJUALAN TIKET PESAWAT MENGGUNAKAN METODE APRIORI
Olin Teresia;
Fauzi, Rahmat
Computer Science and Industrial Engineering Vol 6 No 3 (2022): Comasie
Publisher : LPPM Universitas Putera Batam
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Data on flight ticket sales transactions will be mined to support decision-making information. The a priori method was chosen as the most appropriate method in this study, the results obtained indicate the period of the data object produces the final rules for each combination with a minimum support of 80% for 2 and 3 itemsets and 70% for itemset 4 and a minimum confidence of 60%.
IMPLEMENTASI DATA MINING K-NEAREST NEIGHBOR PADA PENERIMAAN KARYAWAN DI PT DWI SUMBER ARCA WAJA
Saputra, Ega;
Fauzi, Rahmat
Computer Science and Industrial Engineering Vol 6 No 4 (2022): Comasie
Publisher : LPPM Universitas Putera Batam
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Recruitment is the first step taken by PT. Dwi Sumber Arca Waja (PT DSAW) to recruit prospective professional workers. Professionalism is needed as one of the inputs to produce the appropriate output. PT DSAW is a Large Steel manufacturing company that acts as a supplier that provides goods to support the oil and gas sector. The Head Office is located on Jl. Hang Kesturi I No.8, Kawasan Industrial Estate, Batam. Over time, PT. DSAW needs to find a way to be faster and more efficient in determining prospective employees so that they can quickly find suitable and appropriate employees. This study aims to apply the KNearest Neighbor (K-NN) classification method to the recruitment selection system at PT DSAW. The K-NN method will calculate the level of similarity by measuring the distance between the needs set by PT. DSAW with data held by prospective employees. Furthermore, the K-value is taken from applicants who have a similarity value of 80%. Applicants who have the same score of 80% will be included in the next test.
PENERAPAN BYL’s GDLC PADA PERANCANGAN APLIKASI GAME EDUKASI PENGENALAN HEWAN: GAME EDUKASI PENGENALAN HEWAN
AZIS, ABDUL;
Fauzi, Rahmat
Computer Science and Industrial Engineering Vol 7 No 2 (2022): Comasie
Publisher : LPPM Universitas Putera Batam
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Computer technology has a positive impact at this time, especially in the world of education, one example is interactive learning using audio visuals, known as educational games. In designing educational games using SDLC, then there is an update that is devoted to game design, namely GDLC which was discovered by BYL's. In designing games using the BYL's GDLC method in making this educational game the theme of animal recognition, which before being made learning media contained in animal recognition learning books was less attractive to students, so that students were more interested in the process of learning animal recognition, educational games were made to attract interest. learning among students. In designing educational games using Adobe Flach CS6 software as the main media in its manufacture. Because Adobe Flash CS6 software is still widely used in making interactive educational games whose output can be used on Android and desktop.
IMPLEMENTASI DATA MINING UNTUK MEMPREDIKSI KINERJA KERJA KARYAWAN MENGGUNAKAN METODE REGRESI LINIER BERGANDA
Juni Kristian Gea;
Fauzi, Rahmat
Computer Science and Industrial Engineering Vol 7 No 2 (2022): Comasie
Publisher : LPPM Universitas Putera Batam
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Utilization of technology in the field of data, especially in predicting the work performance of employees at PT. Mandiri Karya Nusantara is very lacking so that it can result in a decrease in the quality of the company to compete in the business world. This study aims to: (1) to analyze the application of data mining to employee assessments in predicting employee performance at PT. Mandiri Karya Nusantara (2) to apply the multiple linear regression method in predicting the work performance of employees at PT. Mandiri Karya Nusantara. This research is a research that takes data mining from 133 employee performance data of PT. Mandiri Karya Nusantara. This research uses Multiple Linear Regression method. The calculation results obtained 358 prediction results, so it can be predicted that employee performance increased by 358 from the previous period and in the following period. Prediction of the increase is supported by the results of analysis with multiple linear regression using SPSS which is known that the significance value is 0.000 <0.05, which means that there is an influence of discipline, skills, work productivity and work quality on employee performance. The application of the employee performance analysis can be used to improve the variables that influence the increase in employee performance. So it is necessary to pay attention to employee discipline, skills / abilities, work productivity, and work quality on employee performance.
IMPLEMENTASI METODE EXTREME PROGRAMMING DALAM PERANCANGAN APLIKASI PENJUALAN TOKO BANGUNAN MENGGUNAKAN PEMROGRAMAN JAVA
Afandi, Pedri;
Fauzi, Rahmat
Computer Science and Industrial Engineering Vol 7 No 3 (2022): Comasie
Publisher : LPPM Universitas Putera Batam
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The shop is a closed place in which trade activities occur with special types of goods or goods, such as one of the shophouses of the batam advanced building located on the hot river of Batam City. The problem faced by batam building stores is that there is a shortage in serving customers because every purchase process still uses notes, resulting in slow customer service and difficulty in obtaining information on the number of stock of goods. With that, the author conducted research on the batam maju took which aims to facilitate and speed up the recording of sales transactions, as well as the movement of stock of goods in the batam maju building shop. This design uses extreme programming methods and application implementation is carried out using the Java NetBeans programming language and stored in a MySQL database. From the results of the research that has been applied, it can be concluded that it facilitates the process of sales transactions, inputting goods, and find out the inventory of goods at the Batam advanced building store.
RANCANG BANGUN SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN SMK DI KOTA BATAM MENGGUNAKAN METODE AHP BERBASIS WEB
Elisaman Hulu;
Fauzi, Rahmat
Computer Science and Industrial Engineering Vol 7 No 3 (2022): Comasie
Publisher : LPPM Universitas Putera Batam
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Education is a very important role in building a developed Indonesia because education has aspects of learning knowledge, skills, and training that can improve the intelligence of the nation's children. However, there is an obstacle in determining the right school for students who want to continue their education. For this reason, the purpose of this study is to create a decision support system for choosing a vocational school and it is hoped that it can get the school as desired. In making a decision needed to make the right decision. The method used for school selection decision making is the Analytical Hierarchy Process (AHP). AHP is a hierarchical model that is used to sort or order priority in order to be able to provide solutions in solving a problem through the highest weight value of each of the criteria and alternatives made. The system development method uses the workflow method and is applied with use case diagrams and the use of the Balsamiq Mockup application, Sublime text, XAMPP and MySQL database, as a database that is designed to be better. The result of this research is the selection of Vocational Schools using the Analytical Hierarchy Process (AHP) based on the web based on the results of system feasibility testing using Black Box.
PERANCANGAN OTOMATIS TROLLEY SMARTGESTURE BERBASIS ARDUINO
Gifazil, Muhammad;
Fauzi, Rahmat
Computer Science and Industrial Engineering Vol 7 No 3 (2022): Comasie
Publisher : LPPM Universitas Putera Batam
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Smart Gesture is one of the interesting technologies to develop. Smart gestures can be used into various things to facilitate human work. In general, trolleys are used to pack groceries that are pulled manually, with the presence of Smart Gestures trolley users do not need to spend energy to pull the trolley anymore, just control with a glove. The Smart Gesture applied to the trolley uses a gyro sensor to run the motor, so that controlling the trolley only relies on the level of hand tilt produced from the accelerometer sensor. To minimize the discharge of excess power in pulling the trolley, trolley users can control the trolley without having to pull it directly.
PERANCANGAN APLIKASI PEMETAAN CUSTOMER BERBASIS WEBGIS DENGAN MENGGUNAKAN METODE K-MEANS
DickyZulkarnain;
Fauzi, Rahmat
Computer Science and Industrial Engineering Vol 7 No 4 (2022): Comasie
Publisher : LPPM Universitas Putera Batam
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J&T Express is a supplier of products conveyance administrations inside the city and outside the city, J&T Express has outlet branches in several areas in Batam, Of the many expedition services we know in Indonesia, J&T Express is a newcomer who immediately succeeds in capturing the hearts of customers. There are also many online businesses that have partnered with J&T Express. To obtain and add customers, a special strategy is needed so that the marketing carried out is more effective and efficient, so in this study it was carried out by processing existing customer data. WebGIS is an electronic geographic data framework, which is an application that can be run and applied to an internet browser whether the application is in a worldwide PC organization, in particular the web or in a Network in view of a Local Area Network (LAN) or in a Personal Computer (PC) but has ndi s configured in the network settings on the web server. The method used is K-Means which is one of the clustering algorithms aimed at dividing data into groups. In this study information assortment was acquired through perception, interviews and documentation.The consequence of this study is that this framework can be utilized to help the admin department of J&T express. In this system, there is a data analysis function which will issue the results of the analysis data on the delivery of customer packages that have been clustered along with information on giving cashback to customers to increase trust in customers
PENERAPAN ALGORITMA K-NEAREST NEIGHBOR UNTUK MEMPREDIKSI PENJUALAN SEPEDA MOTOR TERLARIS PADA PT DAYA ANUGRAH MANDIRI
Rozimin;
Fauzi, Rahmat
Computer Science and Industrial Engineering Vol 7 No 5 (2022): Comasie
Publisher : LPPM Universitas Putera Batam
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Motorcycles are an option for everyone as a means of transportation because they are cheap and can be used for a long time. The increase in the price of consumer goods or daily necessities such as the increase in fuel prices, even on religious holidays (eid), or often Also known as fluctuation (seasonal), the problem that often occurs in making sales plans is when sales predictions are made. If the company is too small, the company will run out of goods and vice versa. The purpose of this research is that it is hoped that this research can help companies to make decisions in providing stock. Processing of motorcycle sales data as much as 170 and 3 attributes that exist in the data selection using the K-Nearest Neighbor algorithm method produces predictions of sales of Honda motorcycles with the metric type more in demand by consumers than the sport and CUB types. This study uses the K-Nearest Neighbord algorithm with an accuracy value of 97.65%.