Yan Liu
TVision’s Yan Liu: AI Enables Scene-Level Targeting Beyond ‘Genre Blocking’
Brands routinely block entire news or music categories despite content variation within those genres, missing advertising opportunities that artificial intelligence can identify through granular scene-level analysis rather than broad categorical exclusions. “Many brands just block the entire news category. Is every news bad for your brands? I don’t think so,” Yan Liu, CEO and co-founder […]
How Reading Viewers’ Faces Can ‘Calibrate’ TV Measurement Data
LONDON, UK — In the new TV landscape, measurement companies want to know who is watching a show and at which moments. In the near future, facial recognition technology on TV sets could help them do just that. In this video interview with Beet.TV, Yan Liu, CEO & Co-Founder, TVision, explains why this data will […]
TV Measurement Needs to Track ‘Whole Viewing’: TVision’s Yan Liu
NEW YORK – Measuring television audiences can be limited when the metrics don’t indicate whether individuals actually saw commercials and programming. TVision was started to measure audience attention among consumers in a representative sample of 5,000 U.S. homes. “We believe the future of marketing data is a fusion between the big data sets, such as […]





