A quantitative study on user interaction and brand perception of visual elements in social media advertising driven by deep learning

P Pei Wang X Xiaopeng Niu A Aiping Li

Article Details

Volume / Issue Vol. 1, Issue 1
Published July 17, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (3)

P

Pei Wang

X

Xiaopeng Niu

A

Aiping Li