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Massachusetts Institute of Technology

A system for classifying and clarifying Python syntax errors for educational purposes

Abstract

dc:description.abstract

Many students learning Python frequently encounter syntax errors but have difficulty understanding the error messages and correcting their code. In this thesis, we designed, implemented, and performed preliminary testing of a system for classification of syntax errors commonly made by beginning coders. Errors are classified by constructing a partial syntax tree and analyzing the node containing the error with respect to its surrounding nodes. The system aims to use the classified errors to provide more precise and instructive error messages to aid students in the debugging process.

Degree

thesis:*
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
2018

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Kelley, Anne K., M. Eng. Massachusetts Institute of Technology
Advisor dc:contributor.advisor
  • Adam Hartz.

Subjects

dc:subject × 1

Rights

dc:rights
Statement dc:rights
  • MIT theses are protected by copyright. They may be viewed, downloaded, or printed from this source but further reproduction or distribution in any format is prohibited without written permission.
Language dc:language.iso
eng

Identifiers

dc:identifier.*
Handle dc:identifier.uri
http://hdl.handle.net/1721.1/119750
OAI identifier oai:identifier
oai:dspace.mit.edu:1721.1/119750

Chain of custody

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

Kelley, Anne K., M. Eng. Massachusetts Institute of Technology. A system for classifying and clarifying Python syntax errors for educational purposes. Massachusetts Institute of Technology, 2018. http://hdl.handle.net/1721.1/119750