A METHOD FOR LOCATION RECOMMENDATION VIA SKYLINE QUERY TOLERANT TO NOISED GEOREFERENCED DATA

Autor: Welder Batista de Oliveira, Sávio Salvarino Teles de Oliveira, Vagner José do Sacramento Rodrigues, Helton Saulo Bezerra dos Santos, Kleber Vieira Cardoso
Jazyk: English<br />Portuguese
Rok vydání: 2018
Předmět:
Zdroj: Revista Brasileira de Cartografia, Vol 68, Iss 6 (2018)
Druh dokumentu: article
ISSN: 0560-4613
1808-0936
Popis: This paper presents a method to perform a location recommendation based on multiple criteria allowing noised coordinates. More speciï¬ cally, the skyline query is adapted to handle those noises by modeling the errors of georeferenced points with an appropriate probability distribution and modifying the traditional dominance criterion used by that technique. The method is applied to a scenario in which the coordinates are set by a geocoding process in a sample of schools in a speciï¬ c Brazilian city. It enables one to choose the level of conï¬ dence in which a point is removed from the skyline solution (the location recommendation).
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