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Alves, T., Ramalho, B., Calado, J., Gonçalves, D. & Gama, S. (2020). Exploring how personality models information visualization preferences. Proceedings - 2020 IEEE Visualization Conference, VIS 2020 (pp. 201?205). IEEE. https://doi.org/10.1109/VIS47514.2020.00047

T. A. Alves et al.,  "Exploring how personality models information visualization preferences", in Proc. - 2020 IEEE Visualization Conf., VIS 2020, Salt Lake City, IEEE, 2020, pp. 201-205

@inproceedings{alves2020_1789161725181,
	author = "Alves, T. and Ramalho, B. and Calado, J. and Gonçalves, D. and Gama, S.",
	title = "Exploring how personality models information visualization preferences",
	booktitle = "Proceedings - 2020 IEEE Visualization Conference, VIS 2020",
	year = "2020",
	editor = "",
	volume = "",
	number = "",
	series = "",
	doi = "10.1109/VIS47514.2020.00047",
	pages = "201-205",
	publisher = "IEEE",
	address = "Salt Lake City",
	organization = "",
	url = "https://ieeexplore.ieee.org/document/9331318"
}

TY  - CPAPER
TI  - Exploring how personality models information visualization preferences
T2  - Proceedings - 2020 IEEE Visualization Conference, VIS 2020
AU  - Alves, T.
AU  - Ramalho, B.
AU  - Calado, J.
AU  - Gonçalves, D.
AU  - Gama, S.
PY  - 2020
SP  - 201-205
DO  - 10.1109/VIS47514.2020.00047
CY  - Salt Lake City
UR  - https://ieeexplore.ieee.org/document/9331318
AB  - Recent research on information visualization has shown how individual differences act as a mediator on how users interact with visualization systems. We focus our exploratory study on whether personality has an effect on user preferences regarding idioms used for hierarchy, evolution over time, and comparison contexts. Specifically, we leverage all personality variables from the Five-Factor Model and the three dimensions from Locus of Control (LoC) with correlation and clustering approaches. The correlation-based method suggested that Neuroticism, Openness to Experience, Agreeableness, several facets from each trait, and the External dimensions from LoC mediate how much individuals prefer certain idioms. In addition, our results from the cluster-based analysis showed that Neuroticism, Extraversion, Conscientiousness, and all dimensions from LoC have an effect on preferences for idioms in hierarchy and evolution contexts. Our results support the incorporation of in-depth personality synergies with InfoVis into the design pipeline of visualization systems.
ER  -