Yelp

Yelp is a platform that contains user-generated reviews and ratings of businesses, which is used to evaluate and improve sentiment-aware recommendation systems.

Papers using Yelp (35)

Exploring the Effect of Context-Awareness and Popularity Calibration on Popularity Bias in POI Recommendations2025 · 4 citesDistance-aware Self-adaptive Graph Convolution for Fine-grained Hierarchical Recommendation2025 · 1 citesDeepSentRec: a deep learning-based sentiment-aware product recommendation system2026FastPFRec: A Fast Personalized Federated Recommendation with Secure Sharing2026ChainRec: An Agentic Recommender Learning to Route Tool Chains for Diverse and Evolving Interests2026A Simple yet Effective Negative Sampling Plugin for Constructing Positive Sample Pairs in Implicit Collaborative Filtering2026Privacy-Utility-Bias Trade-offs for Privacy-Preserving Recommender Systems2025AgenticRAG: Tool-Augmented Foundation Models for Zero-Shot Explainable Recommender Systems2025RecMind: LLM-Enhanced Graph Neural Networks for Personalized Consumer Recommendations2025Research on Conversational Recommender System Considering Consumer Types2025A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions2025LISRec: Modeling User Preferences with Learned Item Shortcuts for Sequential Recommendation2025AgentSociety Challenge: Designing LLM Agents for User Modeling and Recommendation on Web Platforms2025Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems2020 · 329 citesMulti-Pointer Co-Attention Networks for Recommendation2018 · 305 citesExplainable Recommendation via Multi-Task Learning in Opinionated Text Data2018 · 237 citesModelling High-Order Social Relations for Item Recommendation2020 · 85 citesLeveraging Social Influence based on Users Activity Centers for Point-of-Interest Recommendation2022 · 47 citesCollaborative Filtering with Social Local Models2017 · 38 citesLeveraging Review Properties for Effective Recommendation2021 · 28 citesThe Unfairness of Active Users and Popularity Bias in Point-of-Interest Recommendation2022 · 27 citesInfer Implicit Contexts in Real-time Online-to-Offline Recommendation2019 · 16 citesMulti-faceted Trust-based Collaborative Filtering2020 · 16 citesExploring the Impact of Temporal Bias in Point-of-Interest Recommendation2022 · 16 citesUncertainty-Aware Explainable Recommendation with Large Language Models2024 · 9 citesFAST: A Fairness Assured Service Recommendation Strategy Considering Service Capacity Constraint2020 · 5 citesActive Learning in Recommendation Systems with Multi-level User Preferences2018 · 3 citesRating and aspect-based opinion graph embeddings for explainable recommendations2021 · 3 citesDynamic Collaborative Filtering with Compound Poisson Factorization2016 · 2 citesPoint of Interest Recommendation Methods in Location Based Social Networks: Traveling to a new geographical region2017 · 2 citesILCR: Item-based Latent Factors for Sparse Collaborative Retrieval2014Recommending Burgers based on Pizza Preferences: Addressing Data Sparsity with a Product of Experts2021Graphing else matters: exploiting aspect opinions and ratings in explainable graph-based recommendations2021User-Controllable Recommendation via Counterfactual Retrospective and Prospective Explanations2023UserSumBench: A Benchmark Framework for Evaluating User Summarization Approaches2024