For instance, already (Smith, 1993) observed that it is safer for beginners to be closely guided by the system, while experienced users like to take the initiative which results in more efficient dialogues in terms of decreased average completion time and a decreased average number of utterances.
being able to decide when to switch from guiding a novice to facilitating an expert requires the system to be able to keep track of the user's expertise level.