Search Results for author: Daren Zha

Found 4 papers, 4 papers with code

Neural Demographic Prediction in Social Media with Deep Multi-View Multi-Task Learning

1 code implementation International Conference on Database Systems for Advanced Applications(DASFAA) 2021 Yantong Lai, Yijun Su, Cong Xue, Daren Zha

Then, we learn a unified user representation from context, sentiment and topic representations and apply multi-task learning for inferring user’s gender and age simultaneously.

Multi-Task Learning

FGCRec: Fine-Grained Geographical Characteristics Modeling for Point-of-Interest Recommendation

1 code implementation IEEE International Conference on Communications 2020 Yijun Su, Xiang Li, Baoping Liu, Daren Zha, Ji Xiang, Wei Tang and Neng Gao.

With the popularity of location-based social networks (LBSNs), Point-of-Interest (POI) recommendation has become an essential location-based service to help people explore novel locations.

Recommendation Systems

CARec: Content-Aware Point-of-Interest Recommendation via Adaptive Bayesian Personalized Ranking

1 code implementation International Conference on Neural Information Processing 2019 Baoping Liu, Yijun Su, Daren Zha, Neng Gao, Ji Xiang.

First, we make full use of users’ check-in records and reviews to capture users’ intrinsic preferences (i. e., check-in, sentiment, and topic preferences).

Recommendation Systems

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