Algorithm visualization: The state of the field
CA Shaffer, ML Cooper, AJD Alon, M Akbar… - ACM Transactions on …, 2010 - dl.acm.org
We present findings regarding the state of the field of Algorithm Visualization (AV) based on
our analysis of a collection of over 500 AVs. We examine how AVs are distributed among …
our analysis of a collection of over 500 AVs. We examine how AVs are distributed among …
CNN explainer: learning convolutional neural networks with interactive visualization
Deep learning's great success motivates many practitioners and students to learn about this
exciting technology. However, it is often challenging for beginners to take their first step due …
exciting technology. However, it is often challenging for beginners to take their first step due …
Exploring the role of visualization and engagement in computer science education
Visualization technology can be used to graphically illustrate various concepts in computer
science. We argue that such technology, no matter how well it is designed, is of little …
science. We argue that such technology, no matter how well it is designed, is of little …
A meta-study of algorithm visualization effectiveness
Algorithm visualization (AV) technology graphically illustrates how algorithms work. Despite
the intuitive appeal of the technology, it has failed to catch on in mainstream computer …
the intuitive appeal of the technology, it has failed to catch on in mainstream computer …
Algorithm visualization: a report on the state of the field
CA Shaffer, M Cooper, SH Edwards - Proceedings of the 38th SIGCSE …, 2007 - dl.acm.org
We present our findings on the state of the field of algorithm visualization, based on
extensive search and analysis of links to hundreds of visualizations. We seek to answer …
extensive search and analysis of links to hundreds of visualizations. We seek to answer …
Algorithm visualization in CS education: comparing levels of student engagement
Software technology for algorithm visualization (AV) has advanced faster than our
understanding of how such technology impacts student learning. In this paper we present …
understanding of how such technology impacts student learning. In this paper we present …
Teaching responsible data science: Charting new pedagogical territory
A Lewis, J Stoyanovich - International Journal of Artificial Intelligence in …, 2022 - Springer
Although an increasing number of ethical data science and AI courses is available, with
many focusing specifically on technology and computer ethics, pedagogical approaches …
many focusing specifically on technology and computer ethics, pedagogical approaches …
A game-based approach for teaching algorithms and data structures using visualizations
S Su, E Zhang, P Denny, N Giacaman - Proceedings of the 52nd ACM …, 2021 - dl.acm.org
Data structures and algorithms (DSA) are fundamental concepts introduced in the early
stages of any undergraduate computing degree. Many students find DSA concepts …
stages of any undergraduate computing degree. Many students find DSA concepts …
Integrating algorithm visualization technology into an undergraduate algorithms course: Ethnographic studies of a social constructivist approach
CD Hundhausen - Computers & Education, 2002 - Elsevier
Algorithm visualization (AV) software graphically illustrates how algorithms work.
Traditionally, computer science instructors have used the software as a visual aid in lectures …
Traditionally, computer science instructors have used the software as a visual aid in lectures …
Toward the effective use of educational program animations: The roles of student's engagement and topic complexity
J Urquiza-Fuentes, JÁ Velázquez-Iturbide - Computers & Education, 2013 - Elsevier
Programming is one of the most complex subjects in computer science degrees. Program
visualization is one of the approaches adopted to make programming concepts more …
visualization is one of the approaches adopted to make programming concepts more …