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Massachusetts Institute of Technology

Generating Coding Exercises for Language Concepts by Searching, Simplifying, and Annotating Existing Code

Abstract

dc:description.abstract

Learning a new programming language is best done through coding exercises. However, manually creating coding exercises is time-consuming because there are many language syntax and concepts to cover. PraxisGen aims to alleviate the burden of problem creation by providing an interface to search, simplify, and annotate publicly available code to be used as exercises. By using the system, the user can create code examples for language concepts that represent real-life programs more efficiently because the system automates some parts of the process. The technical evaluation proves the ability of PraxisGen in finding a wide variety of language concepts, while the user study demonstrates that the system makes the process of creating high-quality exercise problems simpler.

Degree

thesis:*
Name thesis:degree_name
Master
Department dc:contributor.department
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Grantor dc:publisher
Massachusetts Institute of Technology
Year dc:date.issued
2022

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Johanna, Stacia Edina
Advisor dc:contributor.advisor
  • Miller, Rob

Rights

dc:rights
Statement dc:rights
  • In Copyright - Educational Use Permitted
  • Copyright MIT

Identifiers

dc:identifier.*
Handle dc:identifier.uri
https://hdl.handle.net/1721.1/144790
OAI identifier oai:identifier
oai:dspace.mit.edu:1721.1/144790

Chain of custody

source
Harvested from
MIT
Base URL
dspace.mit.edu/oai/request
Last updated
2026-07-22
Source record
OAI-PMH GetRecord
related terms
citation

Johanna, Stacia Edina. Generating Coding Exercises for Language Concepts by Searching, Simplifying, and Annotating Existing Code. Massachusetts Institute of Technology, 2022. https://hdl.handle.net/1721.1/144790