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Explainable Recommendation

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Showing 51–94 of 94 papers

TitleStatusHype
Visualization for Recommendation Explainability: A Survey and New Perspectives—0
Is More Always Better? The Effects of Personal Characteristics and Level of Detail on the Perception of Explanations in a Recommender System—0
REASONER: An Explainable Recommendation Dataset with Multi-aspect Real User Labeled Ground Truths Towards more Measurable Explainable Recommendation—0
Question-Attentive Review-Level Recommendation ExplanationCode0
COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation—0
UCEpic: Unifying Aspect Planning and Lexical Constraints for Generating Explanations in RecommendationCode0
Factual and Informative Review Generation for Explainable Recommendation—0
Towards Generating Robust, Fair, and Emotion-Aware Explanations for Recommender Systems—0
Tower Bridge Net (TB-Net): Bidirectional Knowledge Graph Aware Embedding Propagation for Explainable Recommender SystemsCode0
A Survey on Trustworthy Recommender Systems—0
Learning to Rank Rationales for Explainable RecommendationCode0
Improving Personalized Explanation Generation through Visualization—0
Heterogeneous Graph Learning for Explainable Recommendation over Academic Networks—0
Measuring "Why" in Recommender Systems: a Comprehensive Survey on the Evaluation of Explainable Recommendation—0
Reinforcement Learning based Path Exploration for Sequential Explainable Recommendation—0
Comparative Explanations of Recommendations—0
From Intrinsic to Counterfactual: On the Explainability of Contextualized Recommender Systems—0
Parameterized Explanations for Investor / Company Matching—0
Hierarchical Aspect-guided Explanation Generation for Explainable Recommendation—0
A Survey on Reinforcement Learning for Recommender Systems—0
Adherence and Constancy in LIME-RS Explanations for Recommendation—0
Explainable Recommendation with Comparative Constraints on Product AspectsCode0
Generate Natural Language Explanations for Recommendation—0
Explainable Recommendation Systems by Generalized Additive Models with Manifest and Latent Interactions—0
Efficient and Scalable Structure Learning for Bayesian Networks: Algorithms and Applications—0
You May Like This Hotel Because ...: Identifying Evidence for Explainable Recommendations—0
Explainable Recommender Systems via Resolving Learning Representations—0
Neural-Symbolic Reasoning over Knowledge Graph for Multi-stage Explainable Recommendation—0
Explainable Recommendation via Interpretable Feature Mapping and Evaluation of ExplainabilityCode0
Fairness-Aware Explainable Recommendation over Knowledge Graphs—0
A Survey on Knowledge Graph-Based Recommender Systems—0
Hybrid Deep Embedding for Recommendations with Dynamic Aspect-Level ExplanationsCode0
An Explainable Autoencoder For Collaborative Filtering Recommendation—0
Meta Decision Trees for Explainable Recommendation Systems—0
Reinforcement Knowledge Graph Reasoning for Explainable RecommendationCode0
Jointly Learning Explainable Rules for Recommendation with Knowledge GraphCode0
MMALFM: Explainable Recommendation by Leveraging Reviews and Images—0
Explainable Recommendation via Multi-Task Learning in Opinionated Text DataCode0
Learning Heterogeneous Knowledge Base Embeddings for Explainable RecommendationCode0
Explainable Recommendation: A Survey and New Perspectives—0
Visually Explainable Recommendation—0
PERS: A Personalized and Explainable POI Recommender System—0
Explainable Recommendation: Theory and Applications—0
Explainable Entity-based Recommendations with Knowledge Graphs—0
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