A METHOD FOR LOCATION RECOMMENDATION VIA SKYLINE QUERY TOLERANT TO NOISED GEOREFERENCED DATA
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...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Universidade Federal de Uberlândia
2018-09-01
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| Series: | Revista Brasileira de Cartografia |
| Online Access: | http://www.seer.ufu.br/index.php/revistabrasileiracartografia/article/view/44494 |
| _version_ | 1818924667642052608 |
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| author | Welder Batista de Oliveira Sávio Salvarino Teles de Oliveira Vagner José do Sacramento Rodrigues Helton Saulo Bezerra dos Santos Kleber Vieira Cardoso |
| author_facet | Welder Batista de Oliveira Sávio Salvarino Teles de Oliveira Vagner José do Sacramento Rodrigues Helton Saulo Bezerra dos Santos Kleber Vieira Cardoso |
| author_sort | Welder Batista de Oliveira |
| collection | DOAJ |
| description | 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). |
| first_indexed | 2024-12-20T02:28:58Z |
| format | Article |
| id | doaj.art-4eb8d5b0e4384a489cedb3b95ca91a5e |
| institution | Directory Open Access Journal |
| issn | 0560-4613 1808-0936 |
| language | English |
| last_indexed | 2024-12-20T02:28:58Z |
| publishDate | 2018-09-01 |
| publisher | Universidade Federal de Uberlândia |
| record_format | Article |
| series | Revista Brasileira de Cartografia |
| spelling | doaj.art-4eb8d5b0e4384a489cedb3b95ca91a5e2022-12-21T19:56:37ZengUniversidade Federal de UberlândiaRevista Brasileira de Cartografia0560-46131808-09362018-09-01686A METHOD FOR LOCATION RECOMMENDATION VIA SKYLINE QUERY TOLERANT TO NOISED GEOREFERENCED DATAWelder Batista de Oliveira0Sávio Salvarino Teles de Oliveira1Vagner José do Sacramento Rodrigues2Helton Saulo Bezerra dos Santos3Kleber Vieira Cardoso4Universidade Federal de Goiás - UFGGEOMAIS Serviços de Informática LTDA - MEGEOMAIS Serviços de Informática LTDA - MEUniversidade Federal de Goiás Universidade Federal de Goiás 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).http://www.seer.ufu.br/index.php/revistabrasileiracartografia/article/view/44494 |
| spellingShingle | Welder Batista de Oliveira Sávio Salvarino Teles de Oliveira Vagner José do Sacramento Rodrigues Helton Saulo Bezerra dos Santos Kleber Vieira Cardoso A METHOD FOR LOCATION RECOMMENDATION VIA SKYLINE QUERY TOLERANT TO NOISED GEOREFERENCED DATA Revista Brasileira de Cartografia |
| title | A METHOD FOR LOCATION RECOMMENDATION VIA SKYLINE QUERY TOLERANT TO NOISED GEOREFERENCED DATA |
| title_full | A METHOD FOR LOCATION RECOMMENDATION VIA SKYLINE QUERY TOLERANT TO NOISED GEOREFERENCED DATA |
| title_fullStr | A METHOD FOR LOCATION RECOMMENDATION VIA SKYLINE QUERY TOLERANT TO NOISED GEOREFERENCED DATA |
| title_full_unstemmed | A METHOD FOR LOCATION RECOMMENDATION VIA SKYLINE QUERY TOLERANT TO NOISED GEOREFERENCED DATA |
| title_short | A METHOD FOR LOCATION RECOMMENDATION VIA SKYLINE QUERY TOLERANT TO NOISED GEOREFERENCED DATA |
| title_sort | method for location recommendation via skyline query tolerant to noised georeferenced data |
| url | http://www.seer.ufu.br/index.php/revistabrasileiracartografia/article/view/44494 |
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