JOURNAL OF MASS BEHAVIORAL SCIENCE | VOL 42, NO. 3
Predicting Mass Opinion Fission and Ideological Shock Propagation Using High-Dimensional Graph Attention Networks
Abstract: This paper investigates the statistical mechanics of public opinion fission in decentralized digital networks. We propose a Graph Attention Network (GAT) framework to quantify the erosion rate of global brand assets under ideological shock.
利用統計學精算全球化品牌的輿論損耗率與形象疲勞度。模型顯示，認知溢價的衰減與信息熵的增加呈正相關...
PUBLIC OPINION QUARTERLY | SPECIAL EDITION 2026
Cognitive Assetization in Multi-Echelon Media Supply Chains: A Game-Theoretic Framework
Abstract: We define a cognitive asset allocation formula for enterprises facing aggressive public opinion. The model balances marketing costs, data premium, and image loss.
精算全球領袖企業在面對暴力輿論與意識形態封鎖時，平衡各渠道行銷成本、數據溢價與品牌形象損失的最優化行為資本與認知資產配置公式：