Consensus Constructing in Large-Scale Group Decision Making With Multi-Granular Probabilistic 2-Tuple Fuzzy Linguistic Preference Relations
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DOI: 10.1109/access.2019.2913546
Abstract: As the number of participants involves in decisions getting complex and the heterogeneity could be produced among decision makers, a large-scale group decision making (LGDM) method with consensus constructing need to be considered. In order… read more here.
Keywords: scale group; decision making; large scale; group decision ... See more keywords
Large-Scale Group Decision Making: A Systematic Review and a Critical Analysis
Sign Up to like & getrecommendations! Published in 2022 at "IEEE/CAA Journal of Automatica Sinica"
DOI: 10.1109/jas.2022.105617
Abstract: The society in the digital transformation era demands new decision schemes such as e-democracy or based on social media. Such novel decision schemes require the participation of many experts/decision makers/stakeholders in the decision processes. As… read more here.
Keywords: large scale; scale group; group decision; decision making ... See more keywords
Consensus Reaching Process With Multiobjective Optimization for Large-Scale Group Decision Making With Cooperative Game
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2022.3186186
Abstract: Large-scale group decision making (LSGDM) is a common decision-making activity in which experts elicit their preferences through preference relations with consistencies based on additive properties. LSGDM has become a popular topic in decision making because… read more here.
Keywords: consensus; large scale; scale group; decision making ... See more keywords
Managing Strategic Manipulation Behaviors Based on Historical Data of Preferences and Trust Relationships in Large-Scale Group Decision-Making
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2023.3328009
Abstract: In the large-scale group decision-making (LSGDM) problems, some experts may adopt strategic manipulation behaviors which can be reflected in trust and preference values. These behaviors can bias or hinder the large-scale consensus reaching process. This… read more here.
Keywords: strategic manipulation; scale group; historical data; manipulation behaviors ... See more keywords
Mining Maximum Ordinal–Cardinal Consensus for Large-Scale Group Decision Making With Incomplete Fuzzy Preference Relations
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2024.3375863
Abstract: In large-scale group decision-making (LSGDM), incomplete preferences often arise due to the complexity of LSGDM or the limited experience of decision-makers (DMs). When DMs provide preferences using incomplete fuzzy preference relations (IFPRs), most studies focus… read more here.
Keywords: consensus; scale group; ordinal cardinal; decision ... See more keywords
MOAT: Multi-Scale Group Interaction Transformer for Trajectory Prediction in Crowded Scenes
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2025.3628704
Abstract: Predicting pedestrian trajectories in complex environments presents a significant challenge for autonomous driving systems, primarily due to the intricate social interactions among pedestrians and their surrounding groups. Existing methods often struggle to fully capture the… read more here.
Keywords: scale group; group; multi scale; group interaction ... See more keywords
Modelling Large-Scale Group Decision-Making Through Grouping with Large Language Models
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DOI: 10.3390/fi17090381
Abstract: The growing ubiquity of digital platforms has enabled unprecedented participation in large-scale group decision-making processes. Nevertheless, integrating subjective linguistically expressed opinions into structured decision protocols remains a significant challenge. This paper presents a novel framework… read more here.
Keywords: group decision; scale group; language; decision ... See more keywords