Systematic Review of Machine Learning Methods in Customer Satisfaction Prediction

G Xiao, TW Kuan, F Li, M Ling… - 2022 10th International …, 2022 - ieeexplore.ieee.org
Customer satisfaction is the key of a successful modern business. So customer satisfaction
prediction becomes an important mission in Business Intelligence. Based on various studies …

A Systematic Review on Machine Learning Algorithms for Customer Satisfaction Classification in Various Fields

P Priyadarshini, KT Veeramanju - International Journal of …, 2023 - supublication.com
Purpose: A variety of soft approaches have already been considered in relation to the
growth of marketing. Problems related to customer satisfaction and retention have been …

Classification of Customer Satisfaction Through Machine Learning: An Artificial Neural Network Approach

VMM Siregar, K Sinaga, E Sirait… - Internet of Things and …, 2023 - pubs.ascee.org
This study aims to classify customer satisfaction data from Café Alvina using Machine
Learning, specifically by implementing the Backpropagation Artificial Neural Network. The …

Machine learning approach to predict e-commerce customer satisfaction score

P Wangkiat, C Polprasert - 2023 8th International Conference …, 2023 - ieeexplore.ieee.org
In this paper, we investigate the performance of machine learning (ML) to predict customers'
satisfaction score from the sales dataset collected by Olist, the Brazilian e-commerce …

Predicting Customer Satisfaction in Brazil E-commerce: A Comparative Study of Machine Learning Techniques

TN Pandey, A Vasudev… - 2023 International …, 2023 - ieeexplore.ieee.org
Customers' propensity for brand loyalty, recurrent business, and positive word-of-mouth are
directly influenced by the degree to which their needs are met. E-commerce happens to be …

Predicting self-reported customer satisfaction of interactions with a corporate call center

J Bockhorst, S Yu, L Polania, G Fung - … 18–22, 2017, Proceedings, Part III …, 2017 - Springer
Timely identification of dissatisfied customers would provide corporations and other
customer serving enterprises the opportunity to take meaningful interventions. This work …

Towards Real-Time Customer Satisfaction Prediction Model for Mobile Internet Networks

AW Yusuf-Asaju, ZB Dahalin, A Ta'a - Recent Trends in Data Science and …, 2019 - Springer
Satisfying the customers' service requirements and expectation, especially customer
satisfaction had been one of the major challenges faced by the mobile network operators in …

[PDF][PDF] Can machine learning techniques predict customer dissatisfaction? A feasibility study for the automotive industry.

S Meinzer, U Jensen, A Thamm… - Artif. Intell …, 2017 - informatik.uni-erlangen.de
The automotive industry is in the strongest competition ever, as this sector gets disrupted by
new arising competitors. Providing services to maximum customer satisfaction will be one of …

Correlation analysis of airline customer satisfaction using random forest with deep neural network and support vector machine model

SH Hong, B Kim, YG Jung - International Journal of Internet …, 2020 - koreascience.kr
There are many airline customer evaluation data, but they are insufficient in terms of
predicting customer satisfaction in practice. In particular, they are generally insufficient in …

Machine learning models for customer relationship analysis to improve satisfaction rate in banking

N Jia, L Bagam, P Fabijanczyk… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
The purpose of this research project was to analyze customer complaint data from financial
institutions and identify areas of opportunity for these institutions to improve their customer …