OpenTable data with multi-criteria ratings

November 22, 2024 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Yong Zheng arXiv ID 2501.03072 Category cs.IR: Information Retrieval Citations 3 Venue arXiv.org Last Checked 4 months ago
Abstract
With the development of recommender systems (RSs), several promising systems have emerged, such as context-aware RS, multi-criteria RS, and group RS. Multi-criteria recommender systems (MCRSs) are designed to provide personalized recommendations by considering user preferences in multiple attributes or criteria simultaneously. Unlike traditional RSs that typically focus on a single rating, these systems help users make more informed decisions by considering their diverse preferences and needs across various dimensions. In this article, we release the OpenTable data set which was crawled from OpenTable.com. The data set can be considered as a benchmark data set for multi-criteria recommendations.
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