An information fusion approach to integrate image annotation and text mining methods for geographic knowledge discovery

► We developed a fusion method to integrate text and photo types of location information. ► It combines image annotation and geographic text mining. ► Photos and texts are mapped to a unified semantic space for fusion. ► The approach can associate text and image types of documents with correct geographical zones.