Challenge 4: scoping
The fourth problem is the scoping of the event log. Enterprise information systems may have thousands of tables with business-relevant data (cf. a typical SAP installation). How to decide which tables to incorporate? Domain knowledge is needed to locate the required data and to scope it. Obviously, the desired scope depends on both the available data and the questions that need to be answered.