A role for reasoning in visual analytics

Tera Marie Green, Ross Maciejewski

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Abstract

Analysis supported by interactive visual interfaces is a complex process. It involves computational analytics (the visualization of both raw and derived data) and an analytical process which requires a human to extract knowledge from the data by directly interacting and manipulating both the visual and analytical components of the system. These two types of analytics are complementary and the goal of this paper is to understand interplay between the two. In this paper we discuss how a study of human reasoning and reasoning-supported cognitive processes complement the current emphasis on computational analysis and visualization. We define this process as reasoning analytics and present mechanisms by which this process may be studied.

Original languageEnglish (US)
Title of host publicationProceedings of the Annual Hawaii International Conference on System Sciences
Pages1495-1504
Number of pages10
DOIs
StatePublished - 2013
Event46th Annual Hawaii International Conference on System Sciences, HICSS 2013 - Wailea, Maui, HI, United States
Duration: Jan 7 2013Jan 10 2013

Other

Other46th Annual Hawaii International Conference on System Sciences, HICSS 2013
CountryUnited States
CityWailea, Maui, HI
Period1/7/131/10/13

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ASJC Scopus subject areas

  • Engineering(all)

Cite this

Green, T. M., & Maciejewski, R. (2013). A role for reasoning in visual analytics. In Proceedings of the Annual Hawaii International Conference on System Sciences (pp. 1495-1504). [6480019] https://doi.org/10.1109/HICSS.2013.58

A role for reasoning in visual analytics. / Green, Tera Marie; Maciejewski, Ross.

Proceedings of the Annual Hawaii International Conference on System Sciences. 2013. p. 1495-1504 6480019.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Green, TM & Maciejewski, R 2013, A role for reasoning in visual analytics. in Proceedings of the Annual Hawaii International Conference on System Sciences., 6480019, pp. 1495-1504, 46th Annual Hawaii International Conference on System Sciences, HICSS 2013, Wailea, Maui, HI, United States, 1/7/13. https://doi.org/10.1109/HICSS.2013.58
Green TM, Maciejewski R. A role for reasoning in visual analytics. In Proceedings of the Annual Hawaii International Conference on System Sciences. 2013. p. 1495-1504. 6480019 https://doi.org/10.1109/HICSS.2013.58
Green, Tera Marie ; Maciejewski, Ross. / A role for reasoning in visual analytics. Proceedings of the Annual Hawaii International Conference on System Sciences. 2013. pp. 1495-1504
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