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Exploring children's investigation of data outliers

Published: 03 June 2009 Publication History

Abstract

In spite of the increasing amounts of digitized data that will be available to children when they grow up, little attention has been paid toward preparing them for the process of exploring data, researching related information, synthesizing findings, and presenting them to peers. In this paper we present our observations on activities conducted with 10-12 year old children that involved identifying outliers using an information visualization tool, researching the reasons behind the outlying data, and synthesizing and presenting results using a media authoring tool. Our observations suggest children in this age group can make use of information visualization tools designed for a general adult population, but that great difficulties remain in conducting online research, and in integrating data exploration, online research, and presentation of results.

References

[1]
Baer, J. D., Cook, A. L. and Baldi, S. (2006). The Literacy of America's College Students. American Institutes for Research.
[2]
Bertin, J. (1983). Semiology of Graphics: Diagrams, Networks, Maps (W. J. Berg, Trans.). Madison, Wisconsin: University of Wisconsin Press.
[3]
Browne Hutchinson, H., Bederson, B. B. and Druin, A. (2006) The Evolution of the International Children's Digital Library Searching and Browsing Interface. Proceedings of Interaction Design and Children (IDC 06). ACM Press: pp. 105--112.
[4]
Card, S. K., Mackinlay, J. and Shneiderman, B. (1999). Information Visualization. In Readings in Information Visualization: Using Vision to Think (S.K. Card, J. Mackinlay, B. Shneiderman Eds.). San Francisco: Morgan Kauffman.
[5]
Druin, A., Bederson, B. B., Hourcade, J. P., Sherman, L., Revelle, G., Platner, M. and Weng, S. (2001). Designing a digital library for young children. Proceedings of Joint Conference on Digital Libraries (JCDL). ACM Press, pp. 398--405.
[6]
Gapminder (2009). Available at: http://www.gapminder.org/
[7]
Hourcade, J. P., Bederson, B. B., and Druin, A. (2004). Building KidPad: an application for children's collaborative storytelling. Software Practice and Experience, 34(9), 895--914.
[8]
InsipireData (2009). Available at: http://www.inspiration.com
[9]
Kaplan, N., Chisik, Y. and Levy, D. (2006). Reading in the wild: sociable literacy in practice. Proceedings of Interaction Design and Children 2006. ACM Press: pp. 97--104.
[10]
Kuiper, E., Volman, M. and Terwel, J. (2005). The Web as an Information Resource in K--12 Education: Strategies for Supporting Students in Searching and Processing Information. Review of Educational Research, 75(3), 285--328.
[11]
Kutner, M., Greenberg, E., Jin, Y., Boyle, B., Hsu, Y. and Dunleavy, E. (2007). Literacy in Everyday Life: Results From the 2003 National Assessment of Adult Literacy. National Center for Education Statistics, U.S. Department of Education.
[12]
NCTM (2009). Principles and Standards for School Mathematics. Available at: http://standards.nctm.org/
[13]
North, C. (2006). Information Visualization. In G. Salvendy (Ed.), Handbook of Human Factors and Ergonomics (3rd Ed.). New York: Wiley.
[14]
Quintana, C., Reiser, B. J., Davis, E. A., Krajcik, J., Fretz, E., Duncan, R. G., Kyza, E., Edelson, D. and Soloway, E. (2004). A scaffolding design framework for software to support science inquiry. The Journal of the Learning Sciences, 13(3), 337--386.
[15]
Schneider, K. G. (1996). Children and Information Visualization Technologies. Interactions, 3(5), 68--74.
[16]
Shneiderman, B. and Plaisant, C. (2004). Designing the User Interface: Strategies for Effective Human-Computer Interaction (4th Ed.). Boston: Addison-Wesley.
[17]
Stringer, M., Toye, E. F., Rode, J. A. and Blackwell, A. F. (2004). Teaching rhetorical skills with a tangible user interface. Proceedings of Interaction Design and Children 2004. ACM Press: pp. 11--18.
[18]
TinkerPlots (2009). Available at: http://www.keypress.com/x5715.xml
[19]
Tufte, E. R. (1990). Envisioning Information. Cheshire, Connecticut: Graphics Press

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  • (2016)Designing Information Visualizations for Elite Soccer Children's Different Levels of ComprehensionProceedings of the 9th Nordic Conference on Human-Computer Interaction10.1145/2971485.2971546(1-4)Online publication date: 23-Oct-2016
  • (2012)Computer applications for the classroomJournal of Computing Sciences in Colleges10.5555/2038772.203878927:3(65-72)Online publication date: 1-Jan-2012
  • (2011)How children represent sustainability in the homeProceedings of the 10th International Conference on Interaction Design and Children10.1145/1999030.1999035(37-45)Online publication date: 20-Jun-2011

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    cover image ACM Other conferences
    IDC '09: Proceedings of the 8th International Conference on Interaction Design and Children
    June 2009
    347 pages
    ISBN:9781605583952
    DOI:10.1145/1551788
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Published: 03 June 2009

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    Author Tags

    1. children
    2. information presentation
    3. information visualization
    4. online research

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    • (2016)Designing Information Visualizations for Elite Soccer Children's Different Levels of ComprehensionProceedings of the 9th Nordic Conference on Human-Computer Interaction10.1145/2971485.2971546(1-4)Online publication date: 23-Oct-2016
    • (2012)Computer applications for the classroomJournal of Computing Sciences in Colleges10.5555/2038772.203878927:3(65-72)Online publication date: 1-Jan-2012
    • (2011)How children represent sustainability in the homeProceedings of the 10th International Conference on Interaction Design and Children10.1145/1999030.1999035(37-45)Online publication date: 20-Jun-2011

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