Exploring Problem Solving Paths in a Java Programming Course

Roya Hosseini; Arto Vihavainen; Peter Brusilovsky

Assessment of students’ programming submissions has been the focus of interest in many studies. Although the final submissions capture the whole program, they often tell very little about how it was developed. In this paper, we are able to look at intermediate programming steps using a unique dataset that captures a series of snapshots showing how students developed their program over time. We assessed each of these intermediate steps and performed a fine-grained concept-based analysis on each step to identify the most common programming paths. Analysis of results showed that most of the students tend to incrementally build the program and improve its correctness. This finding provides us with evidence that intermediate programming steps are important, and need to be taken into account for not only improving user modelling in educational programming systems, but also for providing better feedback to students.

Type of Publication: Paper
Conference: PPIG 2014 - 25th Annual Workshop
Publication Year: 2014
Paper #: 9
TitleExploring Problem Solving Paths in a Java Programming Course
Publication TypePaper
AuthorsHosseini, R, Vihavainen, A, Brusilovsky, P
PPIG Workshop: