Hening Hendrato
STMIK JAKARTA STI&K

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Journal : JISICOM (Journal of Information System, Infomatics and Computing)

Development Of Data Mining Software Using Association Techniques Based On Apriori Algorithm Method Mohamad Saefudin; Desy Diana; Hening Hendrato
Journal of Information System, Informatics and Computing Vol 6 No 1 (2022): JISICOM: June 2022
Publisher : Sekolah Tinggi Manajemen Informatika dan Komputer Jayakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52362/jisicom.v6i1.800

Abstract

Database is a place to store transaction data in an information system that can be developed as a source of knowledge for decision making in an organization. One of the database processing developments is the method of association between data. This technique of processing or extracting data is known as data mining, one of which is association rules. This technique is widely adopted to develop methods, one of which is the Apriori Algorithm Method. This Apriori algorithm runs with the aim of searching for the maximum frequent itemset. This function forms new association rules that are useful for multiplying data into useful information in decision making. Based on the explanation of the Apriori Algorithm, it is then translated into computer software. The software developed is based on cloud computing which can be run online via the web on the internet. The software developed uses the PHP programming language with a MySQL database. Software under development in research can be used in various systems by adjusting the data used. The data mining process using association techniques works according to the number of transaction data items, minimum confidence, minimum support, and number of transactions. The time used in the calculation works according to the minimum value of support and confidence, the association function automatically increases and affects the time used to produce the required information.
APPLICATION OF THE RAD METHOD TO THE DEVELOPMENT OF BARBERSHOP TRANSACTION REPORT INFORMATION SYSTEM USING VISUAL FOXPRO 9.0 Hening Hendrato; Linda Wahyu Widianti; Ani Rachmaniar
JISICOM (Journal of Information System, Informatics and Computing) Vol 7 No 1 (2023): JISICOM (June 2023)
Publisher : Sekolah Tinggi Manajemen Informatika dan Komputer Jayakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52362/jisicom.v7i1.1080

Abstract

Barbershop business activity is a form of small and medium enterprises (UKM) currently growing rapidly owned by a group of Indonesian people. Barbershop business is usually carried out in an open place that is easy for potential customers to find. Barbershop activities provide services to customers in the form of haircuts, mustaches and head washing. The period when customers use barbershop services is very continuous, periodically according to the age of hair growth. There are so many transactions in the barbershop business that a good information system is needed to calculate the profits earned in a certain period. Based on this information, this research builds an accurate and reliable information system. The developed system provides a solution to obtain overall transaction report information in a period of time so that total profit information can be well known. The development of this system uses the Rapid Application Development Method to facilitate application development. The development of a transaction report system and profit reports for barbershop business activities is translated using Microsoft Visual Foxpro 9.0 software. The developed information system answers problems in the financial reports of barbershop activities to become more structured.