Abstract: Highlights•A user preference uncertainty modeling method on social recommendation for new users.•A length-adaptive similarity metric to choose more analogous neighbors.•The composite prior and disentangled feature for more diverse features for new users.•The codes: https://codeocean.com/capsule/8500843/tree/v1.
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