This volume describes a cognitive model of student programmers, and
an implementation of that model that allows student programmers to
be simulated. The focus of the model is on the problem solving that
students perform to generate both correct and buggy programs as
well as on the individual differences that cause different students
to generate different programs for the same programming task. By
developing a taxonomy of student programmer knowledge; a model of
student program generation; and a preliminary model of individual
differences, this research contributes to a better understanding of
four areas of the study of student programmers. The most important
claim is that a cognitive model of student program generation fits
within a properly fleshed out generate test-and-debug (GTD) problem
solving architecture in which impasse/repair knowledge plays a key
role. This research is important theoretically because it explores
the use of a GTD impasse/repair problem solving architecture in a
new domain, and important practically because of its educational
implications for programming instructions.
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