Predicting Customer Purchase Intention Using Online Machine Learning Methods

E Trigeni - 2023 - repository.ihu.edu.gr
E-commerce has gained significant popularity and this trend is expected to grow even more.
The users do not always visit an e-commerce with purchase intention but with browsing one …

Analysis of different predicting model for online shoppers' purchase intention from empirical data

MR Kabir, FB Ashraf, R Ajwad - 2019 22nd International …, 2019 - ieeexplore.ieee.org
The recent outburst of online shopping, commonly known as e-shopping, has added a new
dimension in the business sector. In these days, people tend to explore online for finding the …

[PDF][PDF] Data Analysis of Online Shopper's Purchasing Intention Machine Learning for Prediction Analytics

A Frazier, F Maloku, X Li, Y Chen… - … of Economics & …, 2022 - onlinescientificresearch.com
In an era of widespread internet-based commerce, any company with a web-based
storefront is looking for ways to improve the customer experience, with the ultimate goal of …

Online Shoppers' Purchase Intention Analysis: Ensemble Learning Approach.

J Adhikari - International Journal of Next-Generation …, 2023 - search.ebscohost.com
The customer's purchase intention can be predicted by analyzing the history of the
customers. In this study, we have analyzed the data of online shoppers for building a better …

Machine learning pipeline for online shopper intention classification

F Hamami, A Muzakki - AIP Conference Proceedings, 2021 - pubs.aip.org
Nowadays people prefer to buy online rather than buy on the spot. Online transactions
maNe people's lives easier. This condition requires the seller to understand the …

[HTML][HTML] Modeling online customer purchase intention behavior applying different feature engineering and classification techniques

MS Satu, SF Islam - Discover Artificial Intelligence, 2023 - Springer
In the evolution of digital technology, e-commerce sectors are gradually changing to realize
customers' demands and supply required things with low cost and due time. Recently …

What prompts consumers to purchase online? A machine learning approach

SK Trivedi, P Patra, PR Srivastava, JZ Zhang… - Electronic Commerce …, 2022 - Springer
With e-commerce emerging as a prominent mode of purchasing, there is a pressing need for
businesses across the globe to understand online consumer purchase behavior and, in …

[PDF][PDF] PREDICTING THE ONLINE CUSTOMERS'PURCHASE INTENTION COMPARING MACHINE AND DEEP LEARNING MODELS

A SONNEVELDT - arno.uvt.nl
Predicting the online customers' purchase intention comparing machine and deep learning
models Page 1 PREDICTING THE ONLINE CUSTOMERS’ PURCHASE INTENTION …

Predicting Likelihood to Purchase of Users for E-commerce

Ç İçer, D Parmaksız, A Çakır - … Solutions: Proceedings of the INFUS 2020 …, 2021 - Springer
The gap between the marketer and the customer is increasing in the recent years. The
marketers are not able to accurately segment customers. Predictive modelling and auto …

The application of machine learning in online purchasing intention prediction

X Shi - Proceedings of the 6th international conference on big …, 2021 - dl.acm.org
With the rapid development of computer technology and e-commerce, the consumption
concept of consumers has undergone great changes. Online shopping has gained …