Constructing Purchase-Related Candidate Sets: Time-Ordered Prediction and Product Co-Occurrence
Clickstream logs capture observable product interactions rather than consumers’ latent consideration sets. Accordingly, previously interacted-with products are treated as a behavior-based candidate pool rather than as direct evidence of consideration. This study examines whether recent interactions can help rank produc...