A risky large group emergency decision-making method based on topic sentiment analysis

•A novel method is proposed for public intuition fuzzy attribute preference.•Large group decision risk measure based on credibility is proposed.•A risk-consensus control mechanism to achieve high consensus and low risk is constructed.•A risky large group emergency decision-making method is proposed.