Dabin Zhang — accepted AI-conference papers

2024

Exploring Urban Semantics: A Multimodal Model for POI Semantic Annotation with Street View Images and Place Names

Dabin Zhang, Meng Chen, Weiming Huang, Yongshun Gong, Kai Zhao

IJCAI 2024poster

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 recommendation. Most of the existing solutions extract features related to POIs from abundant user-generated content dat…

Cited by 0 Source ↗PDF ↗code ↗Scholar ↗

2023

Towards an Integrated View of Semantic Annotation for POIs with Spatial and Textual Information

Dabin Zhang, Ronghui Xu, Weiming Huang, Kai Zhao, Meng Chen

IJCAI 2023poster

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 and new POIs are being consistently generated, this rises the demand for semantic annotation for POIs, i.e., labeling t…

Cited by 9 Source ↗PDF ↗Scholar ↗