Teaching structured analytical thinking with data using visual-analytic tools

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

The skills of analytical thinking is highly valuable for many professionals who need to form judgment from complex and incomplete data. This essay is a reflection of my experience with teaching visual analytic methods for thinking with data. Visual analytics is about the development and use of interactive visual representations and processing tools to explore patterns and processes from data. The presented approach has been refined through multiple redesigns and is proven to be workable. The question of how to balance the need of learning tools and the structured method in actual course offerings remains to be answered through more experiments.

Original languageEnglish (US)
Title of host publicationInnovative Practices in Teaching Information Sciences and Technology
Subtitle of host publicationExperience Reports and Reflections
PublisherSpringer International Publishing
Pages85-95
Number of pages11
Volume9783319036564
ISBN (Electronic)9783319036564
ISBN (Print)3319036556, 9783319036557
DOIs
StatePublished - Jan 1 2014

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Teaching
Processing
Experiments
experiment
learning
experience

All Science Journal Classification (ASJC) codes

  • Social Sciences(all)
  • Computer Science(all)

Cite this

Cai, G. (2014). Teaching structured analytical thinking with data using visual-analytic tools. In Innovative Practices in Teaching Information Sciences and Technology: Experience Reports and Reflections (Vol. 9783319036564, pp. 85-95). Springer International Publishing. https://doi.org/10.1007/978-3-319-03656-4_9
Cai, Guoray. / Teaching structured analytical thinking with data using visual-analytic tools. Innovative Practices in Teaching Information Sciences and Technology: Experience Reports and Reflections. Vol. 9783319036564 Springer International Publishing, 2014. pp. 85-95
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Cai, G 2014, Teaching structured analytical thinking with data using visual-analytic tools. in Innovative Practices in Teaching Information Sciences and Technology: Experience Reports and Reflections. vol. 9783319036564, Springer International Publishing, pp. 85-95. https://doi.org/10.1007/978-3-319-03656-4_9

Teaching structured analytical thinking with data using visual-analytic tools. / Cai, Guoray.

Innovative Practices in Teaching Information Sciences and Technology: Experience Reports and Reflections. Vol. 9783319036564 Springer International Publishing, 2014. p. 85-95.

Research output: Chapter in Book/Report/Conference proceedingChapter

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Cai G. Teaching structured analytical thinking with data using visual-analytic tools. In Innovative Practices in Teaching Information Sciences and Technology: Experience Reports and Reflections. Vol. 9783319036564. Springer International Publishing. 2014. p. 85-95 https://doi.org/10.1007/978-3-319-03656-4_9