Employing UMLS for generating hints in a tutoring system for medical problem-based learning

► Development time of cases reduced from one-person month to 4-5 person-hours. ► Strong expert and student agreement with hints generated by the tutoring system. ► Partial correctness feedback offered to improve hint quality at no extra cost. ► Leveraging off existing knowledge source widens knowledge acquisition bottleneck.