Jiang, Z. and Gao, X. 2026. Toward Cognitive Computational Advertising—A Review of Computational Advertising: Evolution, Transformation, and the Cognitive Turn. Management Research Quarterly. 2, 4 (Mar. 2026), 32–34. DOI:https://doi.org/10.63029/dxfmqf15.