Smartwatch sensors with deep learning to predict the purchase intentions of online shoppers

RI Chang, CY Tsai, P Chung - Sensors, 2022 - mdpi.com
In the past decade, the scale of e-commerce has continued to grow. With the outbreak of the
COVID-19 epidemic, brick-and-mortar businesses have been actively developing online …

Analysis and prediction of purchase intention of online customers with deep learning

M Bansal, V Vyas - Proceedings of Data Analytics and Management …, 2023 - Springer
Nowadays, online shopping has transformed the traditional shopping trend enormously.
This shift has taken a altogether enlarged view after the COVID-19 pandemic which …

Prediction Model of User Purchase Behavior Based on Machine Learning

X Zhai, P Shi, L Xu, Y Wang… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
In recent years, with the continuous popularity of the Internet, the number of online shopping
users in my country has reached 639 million, which contains huge commercial value. In …

Prediction of online consumers' buying behavior based on LSTM-RF model

W Hu, Y Shi - … on Communication, Image and Signal Processing …, 2020 - ieeexplore.ieee.org
Nowadays, in the era of big data, consumers generate tens of thousands of data on e-
commerce platforms every day. How to use the massive hidden feedback information …

Research on consumer purchasing prediction based on xgboost algorithm

S Luo, S Zhang, H Cong - 2021 IEEE International Conference …, 2021 - ieeexplore.ieee.org
To predict how many consumers will buy goods in the next month helps the e-commerce
platform discover potential buyers and carry out the corresponding strategic activities. After …

Research on a hybrid prediction model for purchase behavior based on logistic regression and support vector machine

X Hu, Y Yang, S Zhu, L Chen - 2020 3rd international …, 2020 - ieeexplore.ieee.org
In recent years, online retail has maintained rapid growth, and websites are rich in user
behavior data. The operation behaviors of users on the e-commerce platform can reflect …

What drives smartwatch purchase intention? Perspectives from hardware, software, design, and value

KL Hsiao, CC Chen - Telematics and Informatics, 2018 - Elsevier
Although wearable devices are popular in recent years, the market share of smartwatches is
relatively low. The main goal of this research is to investigate the antecedents of the …

Prediction of Purchase Intention among E-Commerce Platform Users Based on Big Data Analysis.

Q Guo, C Yang, S Tian - Revue d'Intelligence Artificielle, 2020 - search.ebscohost.com
The boom of e-commerce platforms (ECPs) has created a massive amount of data on user
behaviors. To realize precision marketing, the ECPs must mine out the effective information …

A Stacking Ensemble of Multi Layer Perceptrons to Predict Online Shoppers' Purchasing Intention

S Mootha, S Sridhar, MSK Devi - 2020 3rd International …, 2020 - ieeexplore.ieee.org
With the rapid development of the internet, the field of E-Commerce has seen tremendous
growth. The easy accessibility of viewing and purchasing products, and having it delivered …

Prediction of Coupon Usage Behavior Based on Customer Segmentation and XGBoost algorithm

Y Ren, P Fu, W Yu - 2021 2nd International Conference on Big …, 2021 - ieeexplore.ieee.org
Coupons are an important means for merchants to promote sales. It is necessary to
separately perform precision marketing on different types of customers and distribute …