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Sistem Rekomendasi Pemilihan Paket Pembuatan Website Menggunakan Metode Knowledge Based Recommendation Pada PT. Tebar Digital Kreasi

  • Dika Adi Pratama1
  • Nurmalitasari2
  • Ridwan Dwi Irawan3*
1,1,2,2,3,3 Universitas Duta Bangsa image/svg+xml
* Corresponding Author: Ridwan Dwi Irawan

Abstract

A website is a necessity for individuals, groups, and large companies in the current era of internet development. PT. Tebar Digital Kreasi, a company providing website creation and development services in the Solo area, faces challenges in helping clients choose the right website creation package that suits their needs. Without a recommendation system, the package selection process requires direct communication with the marketing team, which can be inefficient and time-consuming. The aim of this research is to design and develop a recommendation system by applying the Knowledge-Based Recommendation method. The method for developing this system is Agile Software Development. The development stages include needs analysis, Unified Modeling Language (UML) system design, and database implementation. System testing was conducted using the Blackbox method, and performance was measured using recall and precision metrics. The test results indicate that the developed recommendation system successfully provides accurate and relevant recommendations according to user needs. The recall value reached 100%, demonstrating the system's ability to retrieve all relevant data items, while the precision value reached 89.43%, indicating the accuracy of the relevant items displayed.

Keywords

Recommendation System Knowledge Based Recommendation Website Package Agile Software Development

How to Cite

Citation Format
Pratama, D. A., Nurmalitasari, & Irawan, R. D. (2024). Sistem Rekomendasi Pemilihan Paket Pembuatan Website Menggunakan Metode Knowledge Based Recommendation Pada PT. Tebar Digital Kreasi. Jurnal JTIK (Jurnal Teknologi Informasi Dan Komunikasi), 8(4), 1121-1131. https://doi.org/10.35870/jtik.v8i4.2577

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Author Biographies

Dika Adi Pratama, Universitas Duta Bangsa, Universitas Duta Bangsa

Program Studi Teknik Informatika, Fakultas Ilmu Komputer, Universitas Duta Bangsa Surakarta, Provinsi Jawa Tengah, Indonesia.

Nurmalitasari, Universitas Duta Bangsa, Universitas Duta Bangsa

Program Studi Teknik Informatika, Fakultas Ilmu Komputer, Universitas Duta Bangsa Surakarta, Provinsi Jawa Tengah, Indonesia.

Ridwan Dwi Irawan, Universitas Duta Bangsa, Universitas Duta Bangsa

Program Studi Teknik Informatika, Fakultas Ilmu Komputer, Universitas Duta Bangsa Surakarta, Provinsi Jawa Tengah, Indonesia.

License

Copyright (c) 2024 Dika Adi Pratama, Nurmalitasari, Ridwan Dwi Irawan

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This is an open-access journal distributed under the Creative Commons Attribution 4.0 International License (CC BY 4.0), which permits unrestricted use, distribution, reproduction, and adaptation in any medium (even commercially), provided appropriate credit is given to the original author(s), a link to the license is provided, and any changes made are indicated. Authors retain copyright without restrictions and grant the journal the right of first publication as well as non-exclusive publishing rights for archiving, indexing, and scholarly dissemination.

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