Towards an integrated view of semantic annotation for POIs with spatial and textual information

D Zhang, R Xu, W Huang, K Zhao, M Chen - Proceedings of the Thirty …, 2023 - dl.acm.org
Categories of Point of Interest (POI) facilitate location-based services from many aspects like
location search and POI recommendation. However, POI categories are often incomplete …

Exploring urban semantics: a multimodal model for POI semantic annotation with street view images and place names

D Zhang, M Chen, W Huang, Y Gong… - Proceedings of the Thirty …, 2024 - dl.acm.org
Semantic annotation for points of interest (POIs) is the process of annotating a POI with a
category label, which facilitates many services related to POIs, such as POI search and …

HAVANA: Hybrid Attentional Graph Convolutional Network Semantic Venue Annotation Model

GB dos Santos, PHC Silva, FA Silva… - Brazilian Conference on …, 2024 - Springer
The increasing geospatial data availability has enabled extensive urban mobility studies.
However, some tasks require point-of-interest labels, which are missing or inaccurate on …

Little known POI category estimation via Syntactical Knowledge Graph generated via tweets

L Rajaonarivo, T Mine… - 2023 18th International …, 2023 - ieeexplore.ieee.org
Local events are important for the vitality and dynamism of a city. However, some events or
sites are lesser-known or only known by the local community. The information about them is …