Implementation of Management Information System Using Machine Learning Technology

  • Eddy Soeryanto Soegoto Departemen Manajemen, Universitas Komputer Indonesia, Indonesia
  • Hayin Ananta Departemen Teknik Informatika, Universitas Komputer Indonesia, Indonesia
  • Ilham Zaki Departemen Teknik Informatika, Universitas Komputer Indonesia, Indonesia
  • Muhammad Ikhlas Naufalsyah Ranau Departemen Teknik Informatika, Universitas Komputer Indonesia, Indonesia
Keywords: Management Information System, Machine Learning, Website

Abstract

Implementation of a management information system using Machine Learning technology with the aim of solving the problems owned by the shop owner, namely the owner has a problem in terms of increasing sales. Observation method as data collection by making direct observations of the object under study with the relevant agencies to collect data and information related to existing problems. Research on the implementation of information systems has succeeded in increasing sales by 1.5% each month, using Machine Learning technology, a product sales recommendation system. Because based on the existing problems required an information system to assist in increasing sales. Machine Learning technology used in this research is a product recommendation system that can affect sales increase.

References

[1] Kusuma, S. B. (2017). Perancangan Dan Pembuatan Sistem Aplikasi Point of Sale Berbasis Website Pada Ud. Es Drop Cita Rasa. Jurnal Manajemen Informatika, 7(2).
[2] Johansson, J. (2021). Create React App vs NextJS: A comparison of two ReactJS based web application frameworks.
[3] Dhiman, S., & Sharma, P. (2016). Performance testing: a comparative study and analysis of web service testing tools. International Journal of Computer Science and Mobile Computing, 5(6), 507-512.
[4] Aher, S. B., & Lobo, L. M. R. J. (2013). Combination of machine learning algorithms for recommendation of courses in E-Learning System based on historical data. Knowledge-Based Systems, 51, 1-14.
[5] Khuat, T. (2018). Developing a frontend application using ReactJS and Redux.
[6] Baskaran, G., Saundariya, K., Prabakaran, D., & Senthilkumaran, R. (2022, February). A Web Application Based Administration Panel For Handyman Services. In 2022 IEEE Delhi Section Conference (DELCON) (pp. 1-5). IEEE.
[7] Vipul, A. M., & Sonpatki, P. (2016). ReactJS by Example-Building Modern Web Applications with React. Packt Publishing Ltd.
[8] Banks, A., & Porcello, E. (2017). Learning React: functional web development with React and Redux. " O'Reilly Media, Inc.".
[9] Roldán, C. S. (2019). React Design Patterns and Best Practices: Design, build and deploy production-ready web applications using standard industry practices. Packt Publishing Ltd.
[10] Fu, M., Qu, H., Yi, Z., Lu, L., & Liu, Y. (2018). A novel deep learning-based collaborative filtering model for recommendation system. IEEE transactions on cybernetics, 49(3), 1084-1096.
Published
2022-12-28
How to Cite
Soeryanto Soegoto, E., Ananta, H., Zaki, I., & Ikhlas Naufalsyah Ranau, M. (2022). Implementation of Management Information System Using Machine Learning Technology. International Journal of Research and Applied Technology (INJURATECH), 2(2), 220-228. https://doi.org/10.34010/injuratech.v2i2.8870