Purchase prediction has an important role for decision-makers in e-commerce to improve
consumer experience, provide personalised recommendations and increase revenue. Many …

Online tourism has received increasing attention from scholars and practitioners due to its
growing contribution to the economy. While related issues have been studied, research on …

Online sales have been growing rapidly in recent years. With the growing competition,
online retailers have been keen to increase the effectiveness of their e-commerce platforms …

Nowadays e-commerce environment plays an important role to exchange commodity
knowledge between consumers commonly with others. Accurately predicting customer …

It is widely recognised that the ability of e-commerce businesses to predict conversion
probability, ie, acceptance probability, is critically important in today's business environment …

Next basket recommendation is a critical task in market basket data analysis. It is particularly
important in grocery shopping, where grocery lists are an essential part of shopping habits of …

The anticipatory shipping practiced by online retailers plays an important role in improving
customer satisfaction. However, online retailers face a new challenge in anticipatory …

Understanding what customers want and need-and, ideally, anticipating their needs-is a
constant challenge for marketers. With the advent of machine learning, researchers have …

Deep ensemble models have been demonstrated to show promising generalization
capability. A deep ensemble model includes several deep neural networks as base …

Consumer shopping behavior is changing due to the explosive growth of e-commerce,
which brings both benefits and challenges. E-commerce enterprises must comprehend the …