Date of Award

Summer 8-4-2022

Document Type


Degree Name

Master of Arts (MA)


Computer Science

First Advisor

Raffi Khatchadourian

Second Advisor

Anita Raja

Academic Program Adviser

Subash Shankar


This thesis describes a software modeling approach aimed at addressing empirical studies in software engineering. We build a metamodel that provides an overview of the taxonomy of program bugfixes in deep learning programs. For modeling purposes, we present a prototype tool that is an implementation of the model-driven techniques presented.



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