{"url":"/dataset/tripadvisor-restaurant-reviews-texts-and","name":"Tripadvisor Restaurant Reviews","full_name":null,"description_markdown":"Dataset of restaurant reviews from TripAdvisor that includes images and texts uploaded in reviews by users. Reviews in six different cities are included: Gijón (Spain),  Barcelona (Spain), Madrid (Spain), New York City (USA), Paris (France) and London (United Kingdom). In the [original publication](https://www.sciencedirect.com/science/article/pii/S0020025520300931), the following task is proposed: **Can we explain, using the existing image or text from a different user, why a given restaurant was recommended to a certain user?**","description_withheld":null,"homepage":"https://zenodo.org/records/5644892","introduced_date":"2020-05-01","introduced_date_note":null,"introduced_by":null,"license":{"name":"Creative Commons Attribution 4.0 International","url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Recommendation Systems","url":"/task/recommendation-systems","datasets_with_task":"/datasets/task/recommendation-systems"},{"name":"Image-based Recommendation Explainability","url":"/task/image-based-recommendation-explainability","datasets_with_task":"/datasets/task/image-based-recommendation-explainability"},{"name":"Explainable Recommendation","url":"/task/explainable-recommendation","datasets_with_task":"/datasets/task/explainable-recommendation"}],"languages":[{"name":"English","url":"/datasets/language/english"},{"name":"Spanish","url":"/datasets/language/spanish"}],"variants":["Tripadvisor Restaurant Reviews (Paris)","Tripadvisor Restaurant Reviews (New York)","Tripadvisor Restaurant Reviews (Madrid)","Tripadvisor Restaurant Reviews (London)","Tripadvisor Restaurant Reviews (Barcelona)","Tripadvisor Restaurant Reviews (Gijón)","Tripadvisor Restaurant Reviews"],"data_loaders":[],"num_papers_in_archive":3,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}