An Investigation of Metrics for the In Situ Detection of Software Expertise

This course aims to explore the feasibility of software applications inferring a user's expertise levels based on in situ usage patterns. It teaches potential usage metrics indicative of expertise levels and how to capture and analyze these metrics. The teaching method involves a study where participants' in situ usage logs are collected and compared with traditional task-based expertise assessments. The course is intended for software developers, UX designers, and researchers interested in user expertise assessment outside of laboratory settings.