Online purchase behavior prediction and analysis using ensemble learning

X Dou - 2020 IEEE 5th International conference on cloud …, 2020 - ieeexplore.ieee.org
With the improvement of online transaction systems and online shopping platforms, more
and more customers choose online purchase. However, because customers and merchants …

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 …

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 …

A predictive analysis model of customer purchase behavior using modified random forest algorithm in cloud environment

S Ghosh, C Banerjee - 2020 IEEE 1st International conference …, 2020 - ieeexplore.ieee.org
Prediction analysis of customer purchase behavior is an interesting and challenging task in
modern-day life. Our objective is to introduce the concept of machine learning using a …

Sales prediction based on machine learning

Z Huo - 2021 2nd International Conference on E-Commerce …, 2021 - ieeexplore.ieee.org
With the increasing influence of the Internet on people's life, the development of e-commerce
platforms is more rapid, with users and earnings of these platforms showing a growing trend …

Machine learning techniques to predict the price of used cars: predictive analytics in retail business

CV Narayana, CL Likhitha, S Bademiya… - … on electronics and …, 2021 - ieeexplore.ieee.org
It is generally known that, taking wise and challenging decisions is really a crucial task in
every business. Taking improper decisions can cause huge loss and even lead to shutdown …

Prediction of sales value in online shopping using linear regression

T Gopalakrishnan, R Choudhary… - 2018 4th International …, 2018 - ieeexplore.ieee.org
The aim of this paper is to analyze the sales of a big superstore, and predict their future
sales for helping them to increase their profits and make their brand even better and …

Predictive analytics for predicting customer behavior

K Surendro - 2019 International Conference of Artificial …, 2019 - ieeexplore.ieee.org
The development of the internet has caused digitalization of data which opens up big data
opportunities. Digital data in large numbers leaves traces of what customers see, what they …

Prediction analysis sales for corporate services telecommunications company using gradient boost algorithm

O Wisesa, A Adriansyah… - 2020 2nd International …, 2020 - ieeexplore.ieee.org
Sales prediction analysis requires smart data mining techniques with accurate prediction
models and high reliability. Essentially, most market segments rely on the knowhow base …

Machine learning pipeline for fraud detection and prevention in e-commerce transactions

R Jhangiani, D Bein, A Verma - 2019 IEEE 10th Annual …, 2019 - ieeexplore.ieee.org
Fraud has become a major problem in e-commerce and a lot of resources are being
invested to recognize and prevent it. Present fraud detection and prevention systems are …