Works Published in 2024
Displaying works 21 - 40 of 48 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2024 conference paper
Supporting Student Engagement in K-12 AI Education with a Card Game Construction Toolkit
Lim, H., Min, W., Vandenberg, J., Cateté, V., Uchidiuno, J., & Mott, B. (2024, March 14).
dl.acm.org (publisher PDF)
Source: ORCID
Added: March 22, 2024
2024 conference paper
Engaging Students from Rural Communities in AI Education with Game-Based Learning
Goslen, A., Gupta, A., Muthukrishnan, S., Midgett, R., Min, W., Vandenberg, J., … Mott, B. (2024, March 14).
UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Source: ORCID
Added: March 22, 2024
2024 journal article
Learning from Very Little Data: On the Value of Landscape Analysis for Predicting Software Project Health
ACM Transactions on Software Engineering and Methodology.
TL;DR:
NiSNEAK is both faster and more effective than prior state-of-the-art hyperparameter optimization algorithms (e.g. FLASH, HYPEROPT, OPTUNA).
(via Semantic Scholar)
Source: ORCID
Added: March 15, 2024
2024 journal article
When less is more: on the value of "co-training" for semi-supervised software defect predictors
EMPIRICAL SOFTWARE ENGINEERING, 29(2).
author keywords: Semi-supervised learning; SSL; Self-training; Co-training; Boosting methods; Semi-supervised preprocessing; Clustering-based semi-supervised preprocessing; Intrinsically semi-supervised methods; Graph-based methods; Co-forest; Effort aware tri-training
Sources: Web Of Science, ORCID
Added: March 11, 2024
2024 article
Multi-Pronged Pedagogical Approaches to Broaden Participation in Computing and Increase Students' Computing Persistence: A Robustness Analysis of the STARS Computing Corps' Impact on Students' Intentions to Persist in Computing
PROCEEDINGS OF THE 55TH ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION, SIGCSE 2024, VOL. 1, pp. 1456–1462.
author keywords: Broadening Participation in Computing; STARS Computing Corps; Evaluation of Pedagogical Approaches; Computing Persistence
Sources: Web Of Science, ORCID
Added: March 8, 2024
2024 article
Navigating (Dis)agreement: AI Assistance to Uncover Peer Feedback Discrepancies
FOURTEENTH INTERNATIONAL CONFERENCE ON LEARNING ANALYTICS & KNOWLEDGE, LAK 2024, pp. 907–914.
author keywords: NLP; peer-assessment; feedback; disagreement; clustering
Sources: ORCID, Web Of Science, NC State University Libraries
Added: March 8, 2024
2024 article
How Pre-class Programming Experience Influences Students' Contribution to Their Team Project: A Statistical Study
PROCEEDINGS OF THE 55TH ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION, SIGCSE 2024, VOL. 1, pp. 255–261.
author keywords: Software Engineering Education; Teamwork and Collaboration; Qualitative Study; Statistical Study; GitHub
Sources: ORCID, Web Of Science, NC State University Libraries
Added: March 8, 2024
2024 article
Idea Builder: Motivating Idea Generation and Planning for Open-Ended Programming Projects through Storyboarding
PROCEEDINGS OF THE 55TH ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION, SIGCSE 2024, VOL. 1, pp. 1402–1408.
author keywords: open-ended programming; planning; block-based programming; novice programming
Sources: ORCID, Web Of Science
Added: March 8, 2024
2024 article
Detecting ChatGPT-Generated Code Submissions in a CS1 Course Using Machine Learning Models
PROCEEDINGS OF THE 55TH ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION, SIGCSE 2024, VOL. 1, pp. 526–532.
author keywords: ChatGPT; large language model; artificial intelligence; introductory programming course; CS1; cheat detection; plagiarism detection
TL;DR:
This work evaluated the performance of both traditional machine learning models and Abstract Syntax Tree-based (AST-based) deep learning models in detecting ChatGPT code from student code submissions, and suggested that both traditional machine learning models and AST-based deep learning models are effective in identifying ChatGPT-generated code with accuracy above 90%.
(via Semantic Scholar)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: March 8, 2024
2024 article
Traditional vs. Flexible Modalities in a Data Structures Class
PROCEEDINGS OF THE 55TH ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION, SIGCSE 2024, VOL. 1, pp. 1112–1118.
author keywords: modality; data structures; assessments
Sources: ORCID, Web Of Science, NC State University Libraries
Added: March 8, 2024
2024 article
Exploring Novice Programmer Testing Behavior: A First Step to Define Coding Struggle
PROCEEDINGS OF THE 55TH ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION, SIGCSE 2024, VOL. 1, pp. 1251–1257.
author keywords: novice programmer behavior; test-driven development; CS2; coding struggle; test-driven development
Sources: ORCID, Web Of Science, NC State University Libraries
Added: March 8, 2024
2024 journal article
Fighting for What's Right: An Interview With Marc Canellas
IEEE SOFTWARE, 41(2), 104–107.
author keywords: Ethics; Law; Public policy; Interviews; Artificial intelligence; Aerospace engineering
Sources: ORCID, Web Of Science, NC State University Libraries
Added: March 1, 2024
2024 journal article
Fast and scalable all-optical network architecture for distributed deep learning
JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, 16(3), 342–357.
TL;DR:
This work proposes an optical distributed deep learning architecture (ODDL) that utilizes a fast yet scalable all-optical network architecture to accelerate distributed training, and proposes an efficient distributed control scheme that incurs minimal delay overhead.
(via Semantic Scholar)
Sources: ORCID, Web Of Science
Added: March 1, 2024
2024 article
The AI Institute for Engaged Learning
Lester, J., Bansal, M., Biswas, G., Hmelo-Silver, C., Roschelle, J., & Rowe, J. (2024, February 14). AI MAGAZINE.
TL;DR:
The EngageAI Institute focuses on AI‐driven narrative‐centered learning environments that create engaging story‐based problem‐solving experiences to support collaborative learning and emphasizes broad participation and diverse perspectives to ensure that advances in AI‐augmented learning address inequities in STEM.
(via Semantic Scholar)
Source: Web Of Science
Added: February 26, 2024
2024 journal article
Trading Off Scalability, Privacy, and Performance in Data Synthesis
IEEE ACCESS, 12, 26642–26654.
author keywords: Synthetic data; Clustering algorithms; Data models; Engines; Biomedical imaging; Generative adversarial networks; Data privacy; Regression analysis; Classification algorithms; Scalability; Homomorphic encryption; Synthetic data generation; privacy preservation; regression; classification
TL;DR:
It is shown that the synthetic data generated by Howso engine has good privacy and accuracy, which results in the best overall score, and the proposed random projection based synthetic data generation framework can generate synthetic data with highest accuracy score, and has the fastest scalability.
(via Semantic Scholar)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: February 22, 2024
2024 conference paper
VeriEdge: Verifying and Enforcing Service Level Agreements for Pervasive Edge Computing
IEEE INFOCOM, 1–10.
Source: ORCID
Added: February 22, 2024
2024 article
Assessing the Complexity of Gaming Mechanics During Science Learning
GAMES AND LEARNING ALLIANCE, GALA 2023, Vol. 14475, pp. 299–308.
author keywords: Game-based Learning; Gaming Mechanics; Transition Matrices; Science Learning
UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Source: Web Of Science
Added: February 19, 2024
2024 journal article
Automated Image Analysis for Detection of Coccidia in Poultry
ANIMALS, 14(2).
author keywords: Artificial Intelligence; coccidiosis; computer vision; oocyst
Source: Web Of Science
Added: February 12, 2024
2024 journal article
Developers' information seeking in Question & Answer websites through a gender lens
Developers' information seeking in Question & Answer websites through a gender lens. JOURNAL OF COMPUTER LANGUAGES, 79.
author keywords: Information Foraging Theory; Stack Overflow; Question & Answer websites; Gender; Qualitative analysis
UN Sustainable Development Goal Categories
5. Gender Equality
(OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: February 3, 2024
2024 chapter
Toward a scorecard (and roadmap) for trustworthy AI implementation in organizations
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions
(OpenAlex)
Source: ORCID
Added: February 1, 2024
Citation Index includes data from a number of different sources. If you have questions about the sources of data in the Citation Index or need a set of data which is free to re-distribute, please contact us.
Certain data included herein are derived from the Web of Science© and InCites© (2024) of Clarivate Analytics. All rights reserved. You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.
