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Zhuo-Yu Shi

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Open access Aug 2026

Causal Language in Post Titles Shapes Deeper Topological Structures of Online Conversations

Causal reasoning is fundamental to human understanding and information organization. People prefer causal explanations because they offer coherence, predictability, and a sense of control. Conversational structures shape how knowledge and perspectives are shared, validated, and amplified in networked publics. Understan...

Zhuo-Yu Shi, Fred Morstatter · 0 citations
Preprint Aug 2026

The Emergence of Causal Curiosity from Prior Causal Belief Networks

Causal curiosity is foundational to human cognition. It is the desire to understand why events happen, what mechanisms underlie them, and how outcomes can be explained or anticipated. It motivates exploration, sustains attention, and fuels the search for new knowledge. However, despite consensus on the importance of ca...

Zhuo-Yu Shi, Xin-Tong Jiang, Bohan Jiang et al. · 0 citations

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