Social Sciences
a year ago

AI unlocks hidden causal effects in tourism data for better decision-making.

Annals of Tourism Research
Ai-based counterfactual reasoning for tourism research
Haiyang Xia, Birgit Muskat, Gang Li, Girish Prayag

Paper Summary

Counterfactual reasoning in AI helps understand cause and effect in tourism data. Previous AI studies missed these connections. AI-based counterfactual reasoning uncovers causal effects in big tourism data, improving research design.

Related papers

Theme background image
Arts and Humanities
2 years ago

New research reveals how our minds navigate causation and counterfactuals.

Epistemology
Moral Judgment
Sense of Agency
Theme background image
Social Sciences
5 years ago

Students' use of counterfactuals revolutionizes historical explanation in schools.

Citizenship Education
Epistemological Beliefs
Decolonizing Education
25 years ago

Children’s causal reasoning: Counterfactual thinking occurs for ‘negative’ outcomes only