Abstract
Prior work supports the pedagogical value of conceptual maps for offering students an overview of a topic as well as the connections between subtopics. In this poster we describe a system that uses automated topic modeling technology to map the topics and sub-topics in a collection of documents. An interactive graphical representation allows users to explore this topic analysis, using it as an interface for browsing a collection of documents. We present a small user study evaluating the usability of the interactive map.
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Oberoi, S.V., Finger, S.: DesignWebs: An Interactive Organizational Memory Assimilation and Navigation Tool. In: 17th International Conference on Engineering Design, Stanford, CA, August 24-27 (2009)
Horton, P.B., McConney, A.A., Gallo, M., Woods, A.L., Senn, G.J., Hamelin, D.: An Investigation of the Effectiveness of Concept Mapping as an Instructional Tool. Science Education 44, 95–111 (1993)
Lawless, C., Smee, P., O’Shea, T.: Using Concept Mapping and Concept Mapping in Business and Public Administration, and in Education: An Overview. Educational Research 40(2), 219–235 (1998)
Blei, D.M., Griffiths, T.L., Jordan, M.I., Tenenbaum, J.B.: Hierarchical Topic Models and the Nested Chinese Restaurant Process. In: Advances in Neural Information Processing Systems, p. 2003 (2004)
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Oberoi, S.V., Nguyen, D., Gweon, G., Finger, S., Rosé, C.P. (2010). DesignWebs: A Tool for Automatic Construction of Interactive Conceptual Maps from Document Collections. In: Aleven, V., Kay, J., Mostow, J. (eds) Intelligent Tutoring Systems. ITS 2010. Lecture Notes in Computer Science, vol 6095. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-13437-1_79
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DOI: https://doi.org/10.1007/978-3-642-13437-1_79
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