Using Clustering Methods for Discovering Event Structures

In the process of understanding specific situations, domainexperts manually build event models that provide the infras-tructure for reasoning with events and for simulating eventscenarios. Such kind of models are also encoded in doc-ument collections in which each document is representedas a sequence of events. When describing situations intexts, events do not operate independently, but rather theyare inter-related with other events from the same scenario.For example, in a