Abstract
This study contributes with a methodology to evaluate the differences between different groups of individuals, using a prototype with different interactive visualizations, created with the Shiny package, using 6 quantitative and qualitative metrics for the validation. Using an ANOVA single factor test only 1 of the 6 variables showed statistically significant differences between both groups: the engagement. This means that this is the only metric where results can be improved in order to close the gap between the group of experts and novices. The heatmap and the bar chart were considered the best visualizations for both groups, and the worst were the choropleth map and the stacked bar chart. Regarding the interactive component, the select box was a better option for the group of novices and the radio box for the group of experts. Using this study, organizations will be able to create visualizations that are suitable for different audiences.
Original language | English |
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Title of host publication | CAPSI 2020. 20ª Conferência da Associação Portuguesa de Sistemas de Informação, "Artificialização, Humanização: Os desafios dos Sistemas de Informação na transformação da sociedade". [20th Portuguese Association of Information Systems Conference] |
Publisher | Associação Portuguesa de Sistemas de Informação |
Pages | 1-18 |
Number of pages | 18 |
Publication status | Published - 2020 |
Event | CAPSI 2020. 20ª Conferência da Associação Portuguesa de Sistemas de Informação: Artificialização, Humanização: Os desafios dos Sistemas de Informação na transformação da sociedade - Universidade Portucalense, Porto, Portugal Duration: 16 Oct 2020 → 17 Oct 2020 Conference number: 2020 https://capsi2020.apsi.pt/index.php/pt/ |
Conference
Conference | CAPSI 2020. 20ª Conferência da Associação Portuguesa de Sistemas de Informação |
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Abbreviated title | CAPSI 2020 |
Country | Portugal |
City | Porto |
Period | 16/10/20 → 17/10/20 |
Internet address |
Keywords
- Data visualization
- Interactivity
- Experts
- Novices
- Shiny