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.
翻译:如何从我们掌握的数据中取得最佳结果的问题一直是数据科学中的一个长期问题。 解决这一问题的两个主要方法就是顶尖查询和天线查询。 自从它们提出以来,出现了一种称为灵活天空线的新模式。 这次调查的目的是为新办法和旧办法提供一个坚实的比较,了解和探索其差异和相似之处。