Estimating Bounding Box for Point of Interest Using Social Media Geo-Tagged Photos
The accuracy and completeness of information in geographical databases are very important for many location-based applications and services. However, the incompleteness in geographical databases is currently an issue. One consequence of this is that the geographic bounding boxes of many points of in...
| Main Author: | |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2023-01-01
|
| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10024776/ |
| _version_ | 1797902243320561664 |
|---|---|
| author | Thanh-Hieu Bui |
| author_facet | Thanh-Hieu Bui |
| author_sort | Thanh-Hieu Bui |
| collection | DOAJ |
| description | The accuracy and completeness of information in geographical databases are very important for many location-based applications and services. However, the incompleteness in geographical databases is currently an issue. One consequence of this is that the geographic bounding boxes of many points of interests (POIs) have not been known. This paper studies the problem of estimating geographic bounding boxes for POIs using geo-tagged photos contributed by public users on social media. We present a novel approach using relevant geo-tagged photos of POIs to estimate geographic bounding boxes for the POIs. In the proposed method, we extend to apply survival analysis with random distance variable for our estimation. We demonstrate the superiority and effectiveness of our proposed approach over competing methods. |
| first_indexed | 2024-04-10T09:14:37Z |
| format | Article |
| id | doaj.art-b9fe8b7fce894d108468f43bba89c92e |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-04-10T09:14:37Z |
| publishDate | 2023-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-b9fe8b7fce894d108468f43bba89c92e2023-02-21T00:03:04ZengIEEEIEEE Access2169-35362023-01-01117837784910.1109/ACCESS.2023.323901410024776Estimating Bounding Box for Point of Interest Using Social Media Geo-Tagged PhotosThanh-Hieu Bui0https://orcid.org/0000-0003-0443-7800College of Technology and Design, University of Economics Ho Chi Minh City (UEH University), Ho Chi Minh City, VietnamThe accuracy and completeness of information in geographical databases are very important for many location-based applications and services. However, the incompleteness in geographical databases is currently an issue. One consequence of this is that the geographic bounding boxes of many points of interests (POIs) have not been known. This paper studies the problem of estimating geographic bounding boxes for POIs using geo-tagged photos contributed by public users on social media. We present a novel approach using relevant geo-tagged photos of POIs to estimate geographic bounding boxes for the POIs. In the proposed method, we extend to apply survival analysis with random distance variable for our estimation. We demonstrate the superiority and effectiveness of our proposed approach over competing methods.https://ieeexplore.ieee.org/document/10024776/Geographic bounding boxPOIsurvival analysisgeo-tagged photosFlickr |
| spellingShingle | Thanh-Hieu Bui Estimating Bounding Box for Point of Interest Using Social Media Geo-Tagged Photos IEEE Access Geographic bounding box POI survival analysis geo-tagged photos Flickr |
| title | Estimating Bounding Box for Point of Interest Using Social Media Geo-Tagged Photos |
| title_full | Estimating Bounding Box for Point of Interest Using Social Media Geo-Tagged Photos |
| title_fullStr | Estimating Bounding Box for Point of Interest Using Social Media Geo-Tagged Photos |
| title_full_unstemmed | Estimating Bounding Box for Point of Interest Using Social Media Geo-Tagged Photos |
| title_short | Estimating Bounding Box for Point of Interest Using Social Media Geo-Tagged Photos |
| title_sort | estimating bounding box for point of interest using social media geo tagged photos |
| topic | Geographic bounding box POI survival analysis geo-tagged photos Flickr |
| url | https://ieeexplore.ieee.org/document/10024776/ |
| work_keys_str_mv | AT thanhhieubui estimatingboundingboxforpointofinterestusingsocialmediageotaggedphotos |