A Meta-Study of Algorithm Visualization Effectiveness
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Cites
Animations need narrations: an experimental test of a dual-coding hypothesis.
Mayer, R. E., & Anderson, R. B. (1991) · Journal of Educational Psychology · doi:10.1037/0022-0663.83.4.484 · Cited by 883 · cited 2× · see citing works
“[37]); we would be interested to see it pursued further within the scope of pedagogical AV.”
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An Educational System for Learning Search Algorithms and Automatically Assessing Student Performance
Grivokostopoulou, F., Perikos, I., & Hatzilygeroudis, I. (2017) · International Journal of Artificial Intelligence in Education · doi:10.1007/s40593-016-0116-x · Cited by 71 · see citing works
Grivokostopoulou, F., Perikos, I., & Hatzilygeroudis, I. (2016) · 2016 IEEE Eighth International Conference on Technology for Education (T4E) · doi:10.1109/t4e.2016.029 · Cited by 58 · see citing works
Howard, C., Jordan, P., Di Eugenio, B., & Katz, S. (2017) · International Journal of Artificial Intelligence in Education · doi:10.1007/s40593-015-0071-y · Cited by 51 · see citing works
Al-Sakkaf, A., Omar, M., & Ahmad, M. (2019) · Computer Science Education · doi:10.1080/08993408.2018.1564611 · Cited by 19 · see citing works
Computing Education Research Today
Fincher, S. A., Tenenberg, J., Dorn, B., Hundhausen, C., McCartney, R., & Murphy, L. (2019) · The Cambridge Handbook of Computing Education Research · doi:10.1017/9781108654555.003 · Cited by 7 · see citing works
Self-citation
- Authors
- HUNDHAUSEN, C. D., DOUGLAS, S. A., & STASKO, J. T.
- Affiliations
- University of Hawaiʻi at Mānoa (US)
- University of Oregon (US)
- Georgia Institute of Technology (US)
- Venue
- Journal of Visual Languages & Computing
- Publisher
- Elsevier BV
- Published
- 2002-06
- Volume
- 13
- Issue
- 3
- Pages
- 259-290
- ISSN
- 1045-926X (ISSN-L)
- OpenAlex
- W2028868392
- Cited by
- 719
- References
- 1
- Citations by year
- 2026: 21 · 2025: 21 · 2024: 23 · 2023: 16 · 2022: 18 · 2021: 29 · 2020: 24 · 2019: 60 · 2018: 22 · 2017: 18 · 2016: 33 · 2015: 43 · 2014: 27 · 2013: 32 · 2012: 17
- FWCI
- 60.60
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Visual Languages & Computing (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Computer Science Applications › Teaching and Learning Programming
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Visual and Cognitive Learning Processes
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Data Visualization and Analytics
- Keywords
- algorithm visualization, computer science education, educational effectiveness, learning theory, measurement of learning outcomes
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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