The City of Aveiro organizes a variety of events with different characteristics. Outside and inside events, sports, culture, fairs and markets activities, ask for different answers. The variability of different kinds of factors leads to an uncertainty context that affects the control and management of events. There are isolated systems that collects information, which require a large effort on material and human resources, usually detached from other data sources.