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Comparing Flexible Skylines And Top-k Queries: Which Is the Best Alternative?

2022/02/13 by Flavio Rizzoglio, Rizzoglio, Flavio
Computer Science · Social Sciences · #Advanced Database Systems and Queries #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Geographic Information Systems Studies

paper · pdf · doi:10.48550/arxiv.2202.06351

openalex publication_date 2022/02/13 · openalex created_date 2022/04/03 · openalex updated_date 2026/07/28

Abstract

The question of how to get the best results out of the data we have is an everlasting problem in data science. The two main approaches to tackle the problem are top-k queries and skyline queries. Since their introduction, a new paradigm called flexible skylines has emerged. The aim of this survey is to provide a solid comparison between the new and the old approaches, understanding and exploring their differences and similarities.

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