James Skripchuk
College of Engineering
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Works (2)
Updated: April 5th, 2024 16:33
2023 article
Analysis of Novices' Web-Based Help-Seeking Behavior While Programming
PROCEEDINGS OF THE 54TH ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION, VOL 1, SIGCSE 2023, pp. 945–951.
author keywords: CS education; help-seeking; web-search; novice programming
TL;DR:
It is suggested that novices use a variety of web-search strategies -- some quite unexpected -- with varying degrees of success, suggesting that web search can be a challenging skill for novice programmers.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: March 4, 2023
2022 article
Identifying Common Errors in Open-Ended Machine Learning Projects
PROCEEDINGS OF THE 53RD ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION (SIGCSE 2022), VOL 1, Vol. 1, pp. 216–222.
author keywords: Computer science education; Machine learning education; Data science
TL;DR:
This work qualitatively coded over 2,500 cells of code from 19 final team projects in an upper-division machine learning course to identify what ML errors students struggle with, and found that library usage, hyperparameter tuning, and misusing test data were among the most common errors.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: July 23, 2022
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