A Comparative Evaluation on Online Learning Approaches using Parallel Coordinate Visualization

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2016
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Lee, Bongshin
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Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems - CHI '16. New York, New York, USA: ACM Press, 2016, pp. 993-997. ISBN 978-1-4503-3362-7. Available under: doi: 10.1145/2858036.2858101
Zusammenfassung

As visualizations are increasingly used as a storytelling medium for the general public, it becomes important to help people learn how to understand visualizations. Prior studies indicate that interactive multimedia learning environments can increase the effectiveness of learning [11]. To investigate the efficacy of the multimedia learning environments for data visualization education, we compared four online learning approaches 1) baseline (i.e., no tutorial), 2) static tutorial, 3) video tutorial, and 4) interactive tutorial-through a crowdsourced user study. We measured participants' learning outcomes in using parallel coordinates with 18 tasks. Results show that participants with the interactive condition achieved higher scores than those with the static and baseline conditions, and reported that they had a more engaging experience than those with the static condition.

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2016 CHI Conference on Human Factors in Computing Systems, 7. Mai 2016 - 12. Mai 2016, Santa Clara, California, USA
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ISO 690KWON, Bum Chul, Bongshin LEE, 2016. A Comparative Evaluation on Online Learning Approaches using Parallel Coordinate Visualization. 2016 CHI Conference on Human Factors in Computing Systems. Santa Clara, California, USA, 7. Mai 2016 - 12. Mai 2016. In: Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems - CHI '16. New York, New York, USA: ACM Press, 2016, pp. 993-997. ISBN 978-1-4503-3362-7. Available under: doi: 10.1145/2858036.2858101
BibTex
@inproceedings{Kwon2016Compa-39827,
  year={2016},
  doi={10.1145/2858036.2858101},
  title={A Comparative Evaluation on Online Learning Approaches using Parallel Coordinate Visualization},
  isbn={978-1-4503-3362-7},
  publisher={ACM Press},
  address={New York, New York, USA},
  booktitle={Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems - CHI '16},
  pages={993--997},
  author={Kwon, Bum Chul and Lee, Bongshin}
}
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