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All Journal Jurnal Komputer, Informasi dan Teknologi
Muhammad Husni Rifqo
Program Studi Teknik Informatika, Fakultas Teknik, Universitas Muhammadiyah Bengkulu
Computer Science & IT Electrical & Electronics Engineering

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Apriori Algorithm Implementation on Market Basket Analysis (MBA) of Mobile Phone Accessories Erwin Dwika Putra; Muhammad Husni Rifqo; Depmi Hardianto
Jurnal Komputer, Informasi dan Teknologi (JKOMITEK) Vol. 2 No. 2 (2022): Desember
Publisher : Penerbit ADM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53697/jkomitek.v2i2.879

Abstract

Theuse of data mining techniques presently help business owners to facilitate the promotion of their product marketing. One of the most techniques is well-known as association analysis. This association analysis aims to find the relationship between the goods purchased by customers. This kind of association analysis is commonly known as market basket analysis. Market basket analysis uses customer data that has been stored in the database to find new information in it. The apriori algorithm, is applied an algorithm for conducting market basket analysis, which aims to find the most frequently purchased items. This apriori algorithm produces an association rule that is useful for business actors. By analyzing the association a priori algorithm can be seen that customers’ data can be used as input for business owners to determine sales strategies for their business.
The Application of K-Means Clustering Method for Rubber Price Grouping in Sengkuang Jaya Village Bengkulu Province Khairullah Khairullah; Muhammad Husni Rifqo; Harry Witriyono; Adelia Karolina
Jurnal Komputer, Informasi dan Teknologi (JKOMITEK) Vol. 2 No. 2 (2022): Desember
Publisher : Penerbit ADM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53697/jkomitek.v2i2.883

Abstract

Sengkuang Jaya village is an area located in Bengkulu province. The calculation of price for rubber is still calculated manually in the village. This study wants to apply the k-means clustering method for calculating rubber prices according to the quality of rubber owned by farmers in Sengkuang Jaya Village, Bengkulu Province. This study aimed to determine prices based on rubber quality in Sengkuang Jaya Village,Bengkulu Province. The tehnique of collecting the data of this study used interview and observation.The results showed that from 15 samples of rubber latex data taken,the price of rubber with the highest cluster was found for rubber 2 weeks and over and for rubber 2 weeks down including cluster 2.The results of testing the rapidminer tools run well without any errors. Base on the result of the study can be suggested that further research can be developed with the same type of data but using better methods such as using the Fuzzy C-Means algorithm, Hard C-Means and completing the sample which may be up to 1 year of rubber storage.
Analysis of The Theme Clustering Algorithm Using K-Means Method Erwin Dwika Putra; Muhammad Husni Rifqo; Dwita Deslianti; Krismiyani Krismiyani
Jurnal Komputer, Informasi dan Teknologi (JKOMITEK) Vol. 2 No. 2 (2022): Desember
Publisher : Penerbit ADM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53697/jkomitek.v2i2.884

Abstract

The title of this research is the analysis of the thesis theme clustering algorithm using the k-means method. The main problem is how we can find out which theme is most in demand by thesis students at the Faculty of Engineering, University of Muhammadiyah Bengkulu. This clustering uses the K-means method. The K-Means method was chosen because this method is one of the non-hierarchical data clustering methods that seeks to partition data into two or more clusters with the same characteristics included in the same cluster. The purpose of this research is to help prospective students who will write their thesis in knowing which themes are more interested in them.
3D Visualization as A Web-Based Promotional Media (Case Study: Faculty of Engineering, University of Muhammadiyah Bengkulu) Rahmat Hidayat; Muhammad Husni Rifqo
Jurnal Komputer, Informasi dan Teknologi (JKOMITEK) Vol. 2 No. 2 (2022): Desember
Publisher : Penerbit ADM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53697/jkomitek.v2i2.899

Abstract

Promotion is an activity that is commonly carried out by various universities, especially when they are about to enter a new school year to attract prospective new students. The Faculty of Engineering is one of the faculties at the University of Muhammadiyah Bengkulu. The Faculty of Engineering has a variety of promotional media, one of which is a website with the address at ft.umb.ac.id. The official website of the Faculty of Engineering provides information about achievements that have been achieved, important activities carried out by students and lecturers, profiles of the Faculty of Engineering and each study program in it, and links to related website pages. However, the website does not provide information about what is in the Faculty of Engineering. This makes website users not know how the atmosphere is when they are in the Faculty of Engineering. The research method used in the study was research and development (R&D) method. This research produces a website page that contains a 3D visualization of the Faculty of Engineering building and rooms and objects in it that can be used as additional promotional media options for the Faculty of Engineering, University of Muhammadiyah Bengkulu.
Utilization of Base64 Encryption Repetition for QR Code Presence on Online Attendance Iqbal Pratama Putra; Harry Witriyono; Muhammad Husni Rifqo; Muntahanah Muntahanah
Jurnal Komputer, Informasi dan Teknologi (JKOMITEK) Vol. 2 No. 2 (2022): Desember
Publisher : Penerbit ADM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53697/jkomitek.v2i2.942

Abstract

The implementation of the attendance system at the University of Muhammadiyah Bengkulu needs to be developed to be more effective in its implementation. This study aims to build a more effective attendance system to answer the problems that still exist in lecture attendance. In the construction of the presence system, the use of base64 encryption repetition is used for the presence of the Qr code. QR Code is used for security and reliability in code scrambling. The randomization was intended to limit students so that they could not make attendance if the class did not match. This is done to ensure that the student is present in class and the lecturer can anticipate student fraud in taking attendance. Therefore, in order to maintain security and avoid leakage and fraud in attendance, we need a system that can protect and maintain the security of a system. Base64 encryption repetition can be used to protect each student's string.
System Of Testing And Grouping Of Student Development In Pure Interest Paud With Methodk-Means Clustering Anisya Sonita; Yovi Apridiansyah; Muhammad Husni Rifqo; Rahmat Pariza
Jurnal Komputer, Informasi dan Teknologi (JKOMITEK) Vol. 2 No. 2 (2022): Desember
Publisher : Penerbit ADM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53697/jkomitek.v2i2.1023

Abstract

The Bunga Murni PAUD in Bengkulu City, precisely in Sumber Jaya, is one of the facilities for kindergarten education. Where the school will be a place for children to improve themselves from various aspects of child development. Bunga Murni PAUD has not been able to carry out testing the development of their students by means of the Screening Method, because it will require a lot of money and time to carry out these activities, starting from preparing the child development form data that must be printed and then collecting the parents of students to come to the school. PAUD to fill out the form which is considered quite time consuming and sometimes has to be hindered because some parents cannot attend. Seeing from these problems, therefore in this study a website-based system will be created that will assist in these activities. In this system, a process for filling out child development forms will be made as well as a process for grouping child development. To see the results of grouping children's development based on the completed child development form, it will be made using the K-Means Clustering method to find out which children fall into the category of active child development and less active child development. The results of the tests in this study showed that from the 10 samples of students tested, 5 students entered the category of active child development and 5 students entered the less active child development category.
Co-Authors Adelia Karolina Apridiansyah, Yovi Depmi Hardianto Deslianti, Dwita Harry Witriyono Iqbal Pratama Putra Khairullah Khairullah Krismiyani Krismiyani Muntahanah Muntahanah Putra, Erwin Dwika Rahmat Hidayat Rahmat Pariza Sonita, Anisya