Works Published in 2023
Displaying works 161 - 180 of 233 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2023 journal article
How to "Sell" Ethics (Using AI): An Interview With Alexander Serebrenik
IEEE SOFTWARE, 40(3), 95–97.
author keywords: Ethics; Organizations; Interviews; Artificial intelligence
TL;DR:
“Most organizations are tone deaf when it comes to ethics,” says Prof. Alexander Serebrenik of the Eindhoven University of Technology, who has been trying to talk discrimination, diversity, and inclusion with them for years and has given up.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science)
10. Reduced Inequalities
(OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: July 19, 2023
2023 journal article
Don't Lie to Me: Avoiding Malicious Explanations With STEALTH
IEEE SOFTWARE, 40(3), 43–53.
author keywords: Software algorithms; Clustering algorithms
arxiv.org (repository)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: July 19, 2023
2023 article
K-12 Education in the Age of AI: A Call to Action for K-12 AI Literacy
Wang, N., & Lester, J. (2023, June 20). INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE IN EDUCATION.
author keywords: AI education; K-12 education; K-12 AI education; Computer science education
TL;DR:
A component-based definition of AI literacy is provided, the need for implementing AI literacy education across all grade bands is presented, and the creation of research programs across four areas of AI education are argued for.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Source: Web Of Science
Added: July 19, 2023
2023 article
Exploring Students' Perceptions and Engagement in Hybrid Flexible Courses
PROCEEDINGS OF THE TENTH ACM CONFERENCE ON LEARNING @ SCALE, L@S 2023, pp. 110–119.
author keywords: HyFlex; Hybrid Flexible; Student Engagement; Student Performance
TL;DR:
Investigation of students' perceptions about the availability of learning resources relates to their course engagement and performance in a HyFlex learning environment suggests utilizing some in-person or online synchronous modalities in conjunction with the student-preferred asynchronous options leads to improved course outcomes for both student engagement and course performance.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: July 19, 2023
2023 conference paper
Too long to wait and not much to do: Modeling student behaviors while waiting for help in online office hours.
Proceedings of the 7th Educational Data Mining in Computer Science Education (CSEDM) Workshop.
Source: ORCID
Added: July 18, 2023
2023 journal article
Analysis of Student Pair Teamwork Using GitHub Activities
Journal of Educational Data Mining, 15(1), 32–62.
Source: ORCID
Added: July 18, 2023
2023 journal article
An Experience Report on Introducing Explicit Strategies into Testing Checklists for Advanced Beginners
Source: ORCID
Added: July 18, 2023
2023 chapter
Formalisation, Abstraction and Refinement of Bond Graphs
Source: ORCID
Added: July 14, 2023
2023 article
Building upon the CAPE Framework for Broader Understanding of Capacity in K-12 CS Education
PROCEEDINGS OF THE 54TH ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION, VOL 1, SIGCSE 2023, pp. 577–582.
author keywords: CAPE; education; primary; secondary; K-12; capacity; access; participation; experience; education; subcomponents; equity
TL;DR:
The extended Capacity framework can be used by others to inform its usage and develop a consensus of what is included within each subcomponent for Capacity, develop instrumentation and protocols for exploring Capacity at a more granular level, conduct scoping and literature reviews, and understand how various variables play a part in the CS educational ecosystem.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: July 13, 2023
2023 article
Building Recommendations for Conducting Equity-Focused, High Quality K-12 Computer Science Education Research
PROCEEDINGS OF THE 2023 CONFERENCE ON INNOVATION AND TECHNOLOGY IN COMPUTER SCIENCE EDUCATION, ITICSE 2023, VOL. 2, pp. 565–566.
author keywords: Computer science education research; computing education; research; equity; high quality; evidence; standards
TL;DR:
This working group will use existing research and various standards bodies to synthesize key features in the context of equity-focused K-12 CS education research and provide guidance on conducting high-quality research such that the findings can be aggregated and impact future policy with evidence-based results.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: July 13, 2023
2023 chapter
Developers Foraging Behavior in Code Hosting Sites: A Gender Perspective
UN Sustainable Development Goal Categories
5. Gender Equality
(OpenAlex)
Source: ORCID
Added: July 9, 2023
2023 journal article
Supporting Adolescent Engagement with Artificial Intelligence-Driven Digital Health Behavior Change Interventions
JOURNAL OF MEDICAL INTERNET RESEARCH, 25.
author keywords: digital health behavior change; adolescent; adolescence; behavior change; BCT; behavioral intervention; artificial intelligence; machine learning; model; AI ethics; trace log data; ethics; ethical; youth; risky behavior; engagement; privacy; security; optimization; operationalization
MeSH headings : Adolescent; Humans; Artificial Intelligence; Health Behavior; Software; Adolescent Behavior; Risk-Taking
TL;DR:
A framework for harnessing AI to accomplish 4 goals that are pertinent to health care providers and software developers alike: measurement of adolescent engagement, modeling of adolescents engagement, optimization of current interventions, and generation of novel interventions is proposed.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
1. No Poverty
(Web of Science)
9. Industry, Innovation and Infrastructure
(Web of Science)
Source: Web Of Science
Added: July 3, 2023
2023 journal article
Remote Sensing Based Crop Type Classification Via Deep Transfer Learning
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 16, 4699–4712.
author keywords: Agriculture; crop classification; deep learning; remote sensing; transfer learning
TL;DR:
The findings indicate that deep neural networks pretrained on a different domain dataset cannot be used as off-the-shelf feature extractors and that using the pretrained network weights as initial weights for training on the remote sensing dataset or freezing the early layers of the Pretrained network improves the performance compared to training the network from scratch.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
Sources: Web Of Science, NC State University Libraries, ORCID
Added: July 3, 2023
2023 journal article
Sparse Symmetric Format for Tucker Decomposition
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 34(6), 1743–1756.
author keywords: Tensors; Symmetric matrices; Sparse matrices; Indexes; Signal processing algorithms; Matrix decomposition; Parallel algorithms; Compressed storage; sparse tensors; symmetric tensors; tensor times matrix chain
TL;DR:
The novel Compressed Sparse Symmetric (CSS) format for sparse symmetric tensors is presented, along with an efficient parallel algorithm for the S<inline-formula><tex-math notation="LaTeX") TTM operation, and it is theoretically established that S.Tensor Times Matrix chain operation achieves a better memory versus run-time trade-off compared to state-of- theart implementations.
(via Semantic Scholar)
Source: Web Of Science
Added: July 3, 2023
2023 journal article
AA-forecast: anomaly-aware forecast for extreme events
Data Mining and Knowledge Discovery, 37(3), 1209–1229.
TL;DR:
This work proposes an anomaly-aware forecast framework that leverages the effects of anomalies to improve its prediction accuracy during the presence of extreme events and employs a dynamic uncertainty optimization algorithm that reduces the uncertainty of forecasts in an online manner.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(OpenAlex)
Sources: Crossref, NC State University Libraries
Added: July 2, 2023
2023 article
Correlating Students' Class Performance Based on GitHub Metrics: A Statistical Study
PROCEEDINGS OF THE 2023 CONFERENCE ON INNOVATION AND TECHNOLOGY IN COMPUTER SCIENCE EDUCATION, ITICSE 2023, VOL 1, pp. 526–532.
author keywords: Software Engineering Education; OSS; GitHub
TL;DR:
A novel, unified, and replicable way to measure previous programming experience using students' pre-class GitHub contributions is presented, believed to be the first to use GitHub contributions in this way.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science; OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: July 1, 2023
2023 article
Assessment of Self-Identified Learning Struggles in CS2 Programming Assignments
PROCEEDINGS OF THE 2023 CONFERENCE ON INNOVATION AND TECHNOLOGY IN COMPUTER SCIENCE EDUCATION, ITICSE 2023, VOL 1, pp. 264–270.
author keywords: CS2; CS Education Research; Self-Regulated Learning
TL;DR:
Through coding and analysis, it is found that while a majority of students encounter struggles with time management and debugging of failing tests, students tend to emphasize wanting to improve their time management skills in future coding assignments.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: July 1, 2023
2023 article
An Experience Report on Introducing Explicit Strategies into Testing Checklists for Advanced Beginners
PROCEEDINGS OF THE 2023 CONFERENCE ON INNOVATION AND TECHNOLOGY IN COMPUTER SCIENCE EDUCATION, ITICSE 2023, VOL 1, pp. 194–200.
author keywords: unit testing; testing education; checklist
TL;DR:
Improved the checklist by integrating explicit testing strategies to it (ETS Checklist), which provide step-by-step guidance on how to transfer semantic information from instructions to the possible testing scenarios, and observed students' unawareness of their need for help in writing high-quality tests.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science; OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: July 1, 2023
2023 article
Toward AI-infused Game Design Activities for Rural Middle Grades Students
PROCEEDINGS OF THE 2023 CONFERENCE ON INNOVATION AND TECHNOLOGY IN COMPUTER SCIENCE EDUCATION, ITICSE 2023, VOL. 2, pp. 644–644.
TL;DR:
This work designs a set of hands-on activities to elicit deeper feedback from students and educators on their preferences, points of confusion, and interests of AI, and presents its initial AI-infused game design activities.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science; OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: June 30, 2023
2023 journal article
NCQ: Code Reuse Support for Node.js Developers
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 49(5), 3205–3225.
author keywords: Codes; Task analysis; Documentation; Problem-solving; Switches; Search problems; Search engines; Code reuse; code search; library selection
TL;DR:
Node Code Query is presented, a Read-Eval-Print-Loop environment that allows developers to search for NPM packages using natural language queries, and search for code snippets related to those packages, and suggests that NCQ makes Node.js developers more efficient in reusing code.
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: June 26, 2023
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