1. A Top-K Retrieval algorithm based on a decomposition of ranking functions.
- Author
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Madrid, Nicolás and Rusnok, Pavel
- Subjects
- *
ALGORITHMS , *ARBITRARY constants , *RANKING , *MATHEMATICAL functions , *INFORMATION retrieval - Abstract
Abstract A Top-k retrieval algorithm returns the k best answers of a query according to a given ranking. From a theoretical point of view, the solution of this query is straightforward if we do not take into consideration execution time. However, in many practical situations, execution time is a substantial issue. In such a case, the process of getting the top k in an optimal time becomes an interesting and non-trivial task. This paper presents an algorithm to retrieve the top-k associated to an arbitrary ranking function. The idea is to decompose the ranking function as a supremum of a certain set of functions where an efficient top-k retrieval procedure can be easily applied. Besides the theoretical presentation of the algorithm, the paper provides a set of experiments to validate the approach. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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