LiDDA: Data Driven Attribution at LinkedIn
A new paper from LinkedIn researchers details LiDDA, a data-driven attribution system designed for marketing intelligence. This transformer-based approach integrates member-level and aggregate data, along with external factors, to causally attribute conversion credits. The paper outlines its large-scale implementation at LinkedIn and shares insights applicable to the broader marketing and ad tech industries. AI
IMPACT This research offers a novel approach to marketing attribution, potentially improving efficiency and effectiveness in ad tech.