Provided are techniques for activity analysis for monitoring and updating a personal profile. User activities are monitored to create a user activity log. The user activity log and a user profile are analyzed using one or more profile entity to activity mappings to identify one or more suggestions for updating the user profile. The one or more suggestions are provided to update the user profile. In response to acceptance of at least one of the suggestions, the user profile is updated.