Application of an improved Apriori algorithm in a mobile e-commerce recommendation system

Y Guo, M Wang, X Li - Industrial Management & Data Systems, 2017 - emerald.com
Purpose The purpose of this paper is to make the mobile e-commerce shop** more
convenient and avoid information overload by a mobile e-commerce recommendation …

Perceiving safety risk of buildings adjacent to tunneling excavation: An information fusion approach

L Zhang, X Wu, H Zhu, SM AbouRizk - Automation in Construction, 2017 - Elsevier
This paper develops a novel hybrid information fusion approach that integrates cloud model
(CM), Dempster–Shafer (D–S) evidence theory and Monte Carlo (MC) simulation technique …

A modified combination rule in generalized evidence theory

W Jiang, J Zhan - Applied Intelligence, 2017 - Springer
Dempster-Shafer evidence theory is an efficient tool used in knowledge reasoning and
decision-making under uncertain environments. Conflict management is an open issue in …

[HTML][HTML] Model for the sustainable material selection by applying integrated dempster-shafer evidence theory and additive ratio assessment (ARAS) method

SM Hatefi, H Asadi, G Shams, J Tamošaitienė… - Sustainability, 2021 - mdpi.com
The construction industry is a vital part of the modern economic system. Construction work
often has significant negative impacts on the environment and sustainable economic …

Maximizing customer satisfaction through an online recommendation system: A novel associative classification model

Y Jiang, J Shang, Y Liu - Decision Support Systems, 2010 - Elsevier
Offering online personalized recommendation services helps improve customer satisfaction.
Conventionally, a recommendation system is considered as a success if clients purchase …

The prediction for listed companies' financial distress by using multiple prediction methods with rough set and Dempster–Shafer evidence theory

Z **ao, X Yang, Y Pang, X Dang - Knowledge-Based Systems, 2012 - Elsevier
It is critical to build an effective prediction model to improve the accuracy of financial distress
prediction. Some existing literatures have demonstrated that single classifier has limitations …

Mobile e-commerce recommendation system based on multi-source information fusion for sustainable e-business

Y Guo, C Yin, M Li, X Ren, P Liu - Sustainability, 2018 - mdpi.com
A lack of in-depth excavation of user and resources information has become the main
bottleneck restricting the predictive analytics of recommendation systems in mobile …

A novel fuzzy soft set approach in decision making based on grey relational analysis and Dempster–Shafer theory of evidence

H Tang - Applied Soft Computing, 2015 - Elsevier
This paper proposes a novel fuzzy soft set approach in decision making based on grey
relational analysis and Dempster–Shafer theory of evidence. First, the uncertain degrees of …

A new method to determine basic probability assignment from training data

P Xu, Y Deng, X Su, S Mahadevan - Knowledge-Based Systems, 2013 - Elsevier
The Dempster–Shafer evidence theory (D–S theory) is one of the primary tools for
knowledge representation and uncertain reasoning, and has been widely used in many …

An approach to fuzzy soft sets in decision making based on grey relational analysis and Dempster–Shafer theory of evidence: An application in medical diagnosis

Z Li, G Wen, N **e - Artificial intelligence in medicine, 2015 - Elsevier
Objective The existing methods of fuzzy soft sets in decision making are mainly based on
different kinds of level soft sets, and it is very difficult for decision makers to select a suitable …