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We introduce PARQR, a tool for online education forums that reduces duplicateposts by 40\% in a degree seeking online masters program at a top university.Instead of performing a standard keyword search, PARQR monitors questions asstudents compose them and continuously suggests relevant posts. In testing,PARQR correctly recommends a relevant post, if one exists, 73.5\% of the time.We discuss PARQR's design, initial experimental results comparing differentsemesters with and without PARQR, and interviews we conducted with teachinginstructors regarding their experience with PARQR.

PARQR: Augmenting the Piazza Online Forum to Better Support Degree Seeking Online Masters Students