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This study is part of a larger project focused on measuring, understanding, and improving student engagement in programming education. We investigate whether synthetic data generation can help identify at-risk students earlier in a small,…

Computers and Society · Computer Science 2025-05-26 Daniel Flood , Matthew England , Beate Grawemeyer

If students have a broad spectrum of study skills, learning will likely be positively affected, since they can adapt the way they learn in different situations. Such study skills can be learned in for example learning-to-learn courses.…

Computers and Society · Computer Science 2016-08-03 Björn Hedin , Viggo Kann

With the arrival of digital era and Internet, the lack of information control provides an incentive for people to freely use any content available to them. Plagiarism occurs when users fail to credit the original owner for the content…

Other Computer Science · Computer Science 2010-03-26 Chien-Ying Chen , Jen-Yuan Yeh , Hao-Ren Ke

This study examines the integration of digital collaborative tools and structured peer evaluation in the Machine Learning for Health master's program, through the redesign of a Biomedical Image Processing course over two academic years. The…

Machine Learning · Computer Science 2025-09-03 Caterina Fuster-Barcelo , Gonzalo R. Rios-Munoz , Arrate Munoz-Barrutia

Since computer science is still mainly male dominated, academia, industry and education jointly seek ways to motivate and inspire girls, for example by introducing them to programming at an early age. The recent COVID-19 pandemic has forced…

Software Engineering · Computer Science 2022-08-30 Isabella Graßl , Gordon Fraser

Context: Conducting experiments is central to research machine learning research to benchmark, evaluate and compare learning algorithms. Consequently it is important we conduct reliable, trustworthy experiments. Objective: We investigate…

This paper describes a novel approach to software engineering derived from the "SP Theory of Intelligence" and its realisation in the "SP Computer Model". Despite superficial appearances, it is shown that many of the key ideas in software…

Software Engineering · Computer Science 2018-08-07 J Gerard Wolff

We address contextualized code retrieval, the search for code snippets helpful to fill gaps in a partial input program. Our approach facilitates a large-scale self-supervised contrastive training by splitting source code randomly into…

Software Engineering · Computer Science 2022-04-26 Johannes Villmow , Viola Campos , Adrian Ulges , Ulrich Schwanecke

Peer review is a widely utilized pedagogical feedback mechanism for engaging students, which has been shown to improve educational outcomes. However, we find limited discussion and empirical measurement of peer review in visualization…

Human-Computer Interaction · Computer Science 2020-06-02 Zachariah Beasley , Alon Friedman , Les Piegl , Paul Rosen

Collaborative learning techniques have the potential to enable training machine learning models that are superior to models trained on a single entity's data. However, in many cases, potential participants in such collaborative schemes are…

Machine Learning · Computer Science 2026-04-14 Florian E. Dorner , Nikola Konstantinov , Georgi Pashaliev , Martin Vechev

Empirical research in reverse engineering and software protection is crucial for evaluating the efficacy of methods designed to protect software against unauthorized access and tampering. However, conducting such studies with professional…

Software Engineering · Computer Science 2026-03-05 Tab , Zhang , Bjorn De Sutter , Christian Collberg , Bart Coppens , Waleed Mebane

Seven years ago (2016), we began integrating Robotics into our Computer Science curriculum. This paper explores the mission, initial goals and objectives, specific choices we made along the way, and why and outcomes. Of course, we were not…

Robotics · Computer Science 2024-04-30 R. Pito Salas

Cybergrooming exploits minors through online trust-building, yet research remains fragmented, limiting holistic prevention. Social sciences focus on behavioral insights, while computational methods emphasize detection, but their integration…

Computers and Society · Computer Science 2025-08-01 Heajun An , Marcos Silva , Qi Zhang , Arav Singh , Minqian Liu , Xinyi Zhang , Sarvech Qadir , Sang Won Lee , Lifu Huang , Pamela J. Wisniewski , Jin-Hee Cho

Websites are frequently used by programmers to support the development process. This paper investigates programmer-Web interactions when coding, and combines observations of behaviour with assessments of the resulting source code. We report…

Software Engineering · Computer Science 2023-04-21 Omar Alghamdi , Sarah Clinch , Mohammad Alhamadi , Caroline Jay

The unprecedented growth in the availability of data of all types and qualities and the emergence of the field of data science has provided an impetus to finally realizing the implementation of the full breadth of the Nolan and Temple Lang…

Computers and Society · Computer Science 2020-10-15 Wesley Burr , Fanny Chevalier , Christopher Collins , Alison L Gibbs , Raymond Ng , Chris Wild

Developing students as well-rounded professionals is increasingly important for our modern society. Although there is a great consensus that technical and professional ("soft") skills should be developed and intertwined in the core of…

Plagiarism detection is a growing need among educational institutions and solutions for different purposes exist. An important field in this direction is detecting cases of source-code plagiarism. In this paper, we present the tool Kato for…

Logic in Computer Science · Computer Science 2010-07-29 Johannes Oetsch , Jörg Pührer , Martin Schwengerer , Hans Tompits

The Scrum framework has gained widespread adoption in the industry for its emphasis on collaboration and continuous improvement. However, it has not reached a similar relevance in Software Engineering (SE) curricula. This work reports the…

Software Engineering · Computer Science 2024-04-24 Marco Torchiano , Antonio Vetrò , Riccardo Coppola

Computer science research sometimes brushes with the law, from red-team exercises that probe the boundaries of authentication mechanisms, to AI research processing copyrighted material, to platform research measuring the behavior of…

Computers and Society · Computer Science 2025-02-07 Madelyne Xiao , Andrew Sellars , Sarah Scheffler

We present a novel approach to detect refactoring opportunities by measuring the participation of references between types in instances of patterns representing design flaws. This technique is validated using an experiment where we analyse…

Software Engineering · Computer Science 2011-03-17 Jens Dietrich , Catherine McCartin , Ewan Tempero , Syed M. Ali Shah