This paper proposes a consensus-trust driven framework of bidirectional interaction for
social network large-group decision making. Firstly, the concepts of interaction consensus …

The purpose of the paper is to identify the factors of financial development that have the
greatest impact on open innovation in 7 emerging countries. The analysis was performed …

In multicriteria group decision-making (MCGDM) problems, there exist the situations that
alternatives need to be assigned to several predefined ordered categories rather than be …

This research paper analyzes revenue trends in e-commerce, a sector with an annual sales
volume of more than 340 billion dollars. The article evaluates, despite a scarcity of data, the …

In group decision making (GDM), there may exist some problems that need to assign
alternatives to some predefined ordered categories, which are called ordinal classification …

Large Language Models (LLMs) still struggle with complex reasoning tasks. Motivated by
the society of minds (Minsky, 1988), we propose ReConcile, a multi-model multi-agent …

This paper investigates how to conduct bidirectional feedback mechanism by establishing
trust chains in social network group decision making (SN-GDM), which is more applicable …

Consensus reaching is essential in group decision-making (GDM) since it can mitigate
conflicts between expert opinions and promotes the further implementation of decision …

The proliferation of network technology has led to the focus on large-scale group decision-
making (LSGDM). This study establishes a consensus model by constructing dynamic trust …

With social media and e-democracy development, decision-making environments and
problems have become increasingly complex. Traditional group decision-making, including …