A Reusable Model-agnostic Framework for Faithfully Explainable Recommendation and System Scrutability.
Zhichao XuHansi ZengJuntao TanZuohui FuYongfeng ZhangQingyao AiPublished in: ACM Trans. Inf. Syst. (2024)
Keyphrases
- probabilistic model
- computational model
- formal model
- experimental data
- unified model
- mathematical framework
- modeling method
- bayesian framework
- statistical model
- management system
- prior knowledge
- objective function
- main contribution
- theoretical foundation
- knowledge base
- generative model
- cost function
- recommender systems
- context dependent
- learning scheme
- similarity measure
- high level