Skip to content
Log in
Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jia-Xin Cheng

View on Semantic Scholar

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Book Open access Sep 2026

Beyond Passive Preference Inference: User-Governed Preference Memory and Calibrated Initiative in Recommender Systems

Recommender systems remain organized around passive preference inference: estimate latent interest from behavioral traces, then rank. Past: implicit feedback, matrix factorization, learning-to-rank, and large-scale offline evaluation made this abstraction highly productive. Present: four mismatches expose what predicti...

Kai-Wen Deng, Hao Jiang, Jia-Xin Cheng et al. · 0 citations
Book Open access Sep 2026

Beyond Passive Preference Inference: User-Governed Preference Memory and Calibrated Initiative in Recommender Systems

Recommender systems remain organized around passive preference inference: estimate latent interest from behavioral traces, then rank. Past: implicit feedback, matrix factorization, learning-to-rank, and large-scale offline evaluation made this abstraction highly productive. Present: four mismatches expose what predicti...

Kai-Wen Deng, Hao Jiang, Jia-Xin Cheng et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.