DeepAffinity: Long-Term Aspect Preference Prediction in eCommerce using Small Language Models
We explore predicting eCommerce user preferences for product aspects such as brand, size, and color - a task we define as Aspect Affinity. Solving this task improves customer understanding and enables fine-grained personalization in recommendation, search, and marketing. We frame Aspect Affinity as a temporal prediction task: forecasting a users future aspect choices from their time-ordered…
We haven't written up this one. arXiv cs.AI has the full story — the link below goes straight to it.
