Ayoub Agnaou, Souad Ailli · OSF Preprints (OSF Preprints) 2026 · 2026
Counts differ because each database indexes a different set of publications. We treat OpenAlex as the canonical count; Google Scholar is not shown (no API, and crawling it violates its ToS).
This project contains the preregistered research protocol, analysis plan, and reproducible workflow for a Design Science Research study investigating stage-conditioned explainable AI for purchase prediction across digital consumer journeys.
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