Learning personalized preference: A segmentation strategy under consumer sparse data

Tingting Zhu, Yezheng Liu

Abstract: Highlights•Segmentation and preference are highly correlated and mutually reinforcing.•Building a united model to alleviate the sparsity issue.•Estimating the number of segmentations and preferences automatically.•Acquiring the improved results of segmentation, preference and prediction.