Given location information on digital photographs, we can automatically generate an abundance of photo-related metadata using off-the-shelf and web-based data sources. These metadata can serve as additional memory cues and filters when browsing a personal or global collection of photos. Categories and Subject Descriptors H.5.1 [Information Systems Applications]: Information Interfaces and Presentation--Multimedia Information Systems General Terms Human Factors, Algorithms