The Activity Log Analyzer Knowledge Base is the one that stores activity log entries and provides mechanisms to analyze them.
The Activity Log Analyzer Knowledge Base may be the same as the Logged Knowledge Base (when Activity Log Knowledge Base Role property has the value 'AllRoles') or a different one (when Activity Log Knowledge Base Role property has the value 'Analyzer').