| 来源类型 | Article |
| 规范类型 | 其他 |
| DOI | 10.5194/isprs-archives-XLII-4-209-2018 |
| Classification of Building Function using available sources of VGI. | |
| Fonte C C; Minghini M; Antoniou V; Patriarca J; See L | |
| 发表日期 | 2018 |
| 出处 | ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLII-4: 209-215 |
| 出版年 | 2018 |
| 语种 | 英语 |
| 摘要 | This paper examines the feasibility of using data from OpenStreetMap (OSM), Facebook and Foursquare as a source of information on the function of buildings. Such information is rarely openly available and if available, would vary between cities by nomenclature, making comparisons between places difficult. Volunteered Geographic Information (VGI) including data from social media represents new potential sources of building function data that have not yet been exploited for this purpose. Using a part of the city of Milan as the study area, building data from OSM and points of interest (POIs) from OSM, Facebook and Foursquare were extracted to derive the building function. This resulted in the classification of building function for more than 80% of the buildings and demonstrated that both Facebook and Foursquare can complement the building function derived from OSM, helping to fill in missing gaps. This preliminary study has demonstrated the potential of this approach for deriving building function information from open data in a simple way yet still requires independent validation with alternative sources as well as extension to other areas that have different amounts of OSM and social media coverage. |
| 主题 | Ecosystems Services and Management (ESM) |
| 关键词 | Volunteered Geographic Information, OpenStreetMap, Facebook, Foursquare, Building Function, Automated Classification |
| URL | http://pure.iiasa.ac.at/id/eprint/15473/ |
| 来源智库 | International Institute for Applied Systems Analysis (Austria) |
| 引用统计 | |
| 资源类型 | 智库出版物 |
| 条目标识符 | http://119.78.100.153/handle/2XGU8XDN/131305 |
| 推荐引用方式 GB/T 7714 | Fonte C C,Minghini M,Antoniou V,et al. Classification of Building Function using available sources of VGI.. 2018. |
| 条目包含的文件 | ||||||
| 文件名称/大小 | 资源类型 | 版本类型 | 开放类型 | 使用许可 | ||
| isprs-archives-XLII-（8699KB） | 智库出版物 | 限制开放 | CC BY-NC-SA | 浏览 | ||
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