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Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect

期刊: FRONTIERS IN BIG DATA, 2021; 4 ()

Recommender systems aim to provide item recommendations for users and are usually faced with data sparsity problems (e.g., cold start) in real-world s......

Data-Driven Computational Social Network Science: Predictive and Inferential Models for Web-Enabled Scientific Discoveries

期刊: FRONTIERS IN BIG DATA, 2021; 4 ()

The ultimate goal of the social sciences is to find a general social theory encompassing all aspects of social and collective phenomena. The tradition......

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