Authors: | Andrienko G, Andrienko N, Fuchs G |
Title: | Understanding movement data quality |
Abstract: |
AbstractUnderstanding of data quality is essential for choosing suitable analysis methods and interpreting their results. Investigation of quality of movement data, due to their spatio-temporal nature, requires consideration from multiple perspectives at different scales. We review the key properties of movement data and, on their basis, create a typology of possible data quality problems and suggest approaches to identify these types of problems. |
Journal: | Journal of Location Based Services |
Volume: | 10 |
Pages: | 31-46 |
Year: | 2016 |
Url: | http://dx.doi.org/10.1080/17489725.2016.1169322 |
DOI: | http://dx.doi.org/10.1080/17489725.2016.1169322 |