Nowadays, the process of globalization and liberalization of fnance is gradually
accelerating, the competition of banking industry is becoming more and more intense. Itis …

With the development and popularization of multimedia technology, people's communication
and information dissemination become more and more convenient. The use of new media …

The technological development in the new economic era has brought challenges to
enterprises. Enterprises need to use massive and effective consumption information to …

Background: Telemarketing is an effective marketing strategy lately, because it allows long-
distance interaction making it easier for marketing promotion management to market their …

Useing XGBoost model to predict customer behavior is the main contribution of this paper.
The data set describing customer behavior includes 37 characteristic variables and one …

At present, under the background that data mining technology is becoming more mature and
widely used in various fields, and due to the advent of the customer-oriented era and …

Machine learning is an interdisciplinary discipline, involving many fields, from probability
theory to algorithms, to statistics, and other things, all of which enable computers to simulate …

Telemarketing has become the center of marketing action of the industry in the information
society. Recently, machine learning has emerged in many areas, especially, financial …

From simple commercial relations to complex online transactions at this stage, it not only
highlights the progress of science and technology, but also indirectly explains the diversified …