Experiences with process mining in several hospitals revealed important challenges when applying this new technology. The databases of hospitals contain lots of event data. Since any event can be linked to a patient, correlation is easy. However, for many events only the date (“31-12-2010”) is known and not the exact timestamp (“31-12-2010:11.52”). Therefore, it may be impossible to deduce the order in which events took place.