Analyzing Customer Satisfaction on Arthaspa Services with the C4.5 Algorithm Approach
DOI:
https://doi.org/10.34288/jri.v2i3.73Keywords:
C4.5 Algorithm, Classification, Arthaspa, Data MiningAbstract
Customer or buyer satisfaction is closely related to how a seller of services or a store serves its visitors. Good service for visitors also makes a good impression on visitors, while the opposite will cause a very bad or unfavourable impression in the eyes of customers, and may also lead to the reluctance of visitors to come back and lose the seller's opportunity to get potential buyers to become customers. This study attempts to analyze customer satisfaction with the services provided by Arthaspa outlets in Grand Kemang hotels using the C4.5 Algorithm approach. The attributes used are comfort, cleanliness, tidiness, and price. samples taken are customers who have transacted at least once.
Downloads
References
Afrizal, B. (2018). The Effect of Service Quality and Price on Customer Satisfaction at Warung Mbah Ganis. Master of Management, Nusantara Business Institute, 1, 10-18.
Alawiyah, T. (2018). The Influence of Service Quality on Consumer Satisfaction Staying at Diamond Hotels in Samarinda City. eJournal of Business Administration, 6 (2), 803–817.
Budiarti, A. (2018). The Effect of Service Quality and Complaint Handling on Customer Satisfaction and Loyalty of Sharia Commercial Banks in Anindhyta Budiarti. Equity, 15 (110), 210-231.
Eki, RM (2016). Customer Satisfaction Analysis Using C4 Algorithm. 5. Faculty of Computer Science, 3 (2), 1–14.
Hartono, A. (2017). Analysis Of Service Quality Influence On Customer Satisfaction In Forming Customer Loyalty In The Naked Crab Restaurant Surabaya. Journal of Hospitality and Services Management, 5 (2), 174–187.
Luvia, YS, Windarto, AP, Solikhun, S., & Hartama, D. (2017). Application Of C4.5 Algorithm For Classification Of Student Success Predictions In Amik Tunas Nation. Jurasik (Journal of Information Systems and Informatics Engineering Research), 1 (1), 75. https://doi.org/10.30645/jurasik.v1i1.12
Mardi, Y. (2017). Data Mining: Classification Using C4.5 Algorithm. Journal of Edict Informatics, 2 (2), 213-219.
Noyita, E. (2019). Measuring Improvement Of Service Quality And Customer Trust On Customer Satisfaction With Sem Analysis Method (Study at Kampoeng Spa Batam. Khazanah Ilmu Berazam, 2, 62-70.
Puung, FK, Fudholi, A., & Dharmmesta, BS (2014). Analysis of the Effect of Service Quality on Customer Satisfaction and Loyalty in Salons and Spas. Analysis of the Effect of Service Quality on Customer Satisfaction and Loyalty in Salons and Spas, 4 (2), 105-110. https://doi.org/10.22146/jmpf.274
Riandari, F., & Simangunsong, A. (2019). Application of C4.5 Algorithm to Measure Student Satisfaction Level. DIKTI Accredited, 3 (2), 1–7.
Santoso, TB (2014). Analysis and Application of C4.5 Method For Predicting Customer Loyalty. LIMI'S Faculty of Engineering Scientific Journal, 10 (1), 1–6.
Sobandi, MM (2019). SERVICE MANAGEMENT IN PHARMACIES P. BHAKTI KENCANA TOWARDS CUSTOMER SATISFACTION. Journal of Pharmacopolium, 2 (1). https://doi.org/10.36465/jop.v2i1.468
Susi, I., Situmorang, S., Nasari, F., Systems, J., University, I., Utama, P., & Utama, UP (nd). Analysis of customer satisfaction with spa services with servqual (case study: pt. Royal amadeus). December 2018, 521-528.
Tarigan, HD, Destiawati, F., & Fitriansyah, A. (2017). Implementation of C4.5 Algorithm Towards Customer Satisfaction. Ethos (Journal of Research and Community Service), Vol. 6, No, 80–86.
Yunita, F. (2018). Application of Data Mining Using the K-Means Clustring Algorithm on Acceptance of New Students. Systemation, 7 (3), 238. https://doi.org/10.32520/stmsi.v7i3.388
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2020 Sofian Wira Hadi, Wawan Kurniawan, Kudiantoro Widianto, Ibnu Alfarobi

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
The Jurnal Riset Informatika has legal rules for accessing digital electronic articles uunder a Creative Commons Attribution-NonCommercial 4.0 International License . Articles published in Jurnal Riset Informatika, provide Open Access, for the purpose of scientific development, research, and libraries.










