Research directions in data wrangling: Visualizations and transformations for usable and credible data (2011)
Journal Article
Kandel, S., Heer, J., Plaisant, C., Kennedy, J., Ham, F. V., Riche, N. H., …Buono, P. (2011). Research directions in data wrangling: Visualizations and transformations for usable and credible data. Information Visualization, Octobe, 271-288. https://doi.org/10.1177/1473871611415994

In spite of advances in technologies for working with data, analysts still spend an inordinate amount of time diagnosing data quality issues and manipulating data into a usable form. This process of ‘data wrangling’ often constitutes the most tedious... Read More about Research directions in data wrangling: Visualizations and transformations for usable and credible data.

Capture and analysis of racing gameplay metrics (2011)
Journal Article
Jimenez, E., Mitchell, K., & Seron, F. (2011). Capture and analysis of racing gameplay metrics. IEEE Software, 28, 46-52. https://doi.org/10.1109/MS.2011.71

This article presents a flexible, extendable system called Tracktivity that can capture gameplay metrics in any type of leaderboard-based video game. This system incorporates novel visualizations, including a dynamic competition balancing (DCB) measu... Read More about Capture and analysis of racing gameplay metrics.

Visualising errors in animal pedigree genotype data (2011)
Journal Article
Graham, M., Kennedy, J., Paterson, T., & Law, A. (2011). Visualising errors in animal pedigree genotype data. Computer Graphics Forum, 30, 1011-1020. https://doi.org/10.1111/j.1467-8659.2011.01950.x

Genetic analysis of a breeding animal population involves determining the inheritance pattern of genotypes for multiple genetic markers across the individuals in the population pedigree structure. However, experimental pedigree genotype data invariab... Read More about Visualising errors in animal pedigree genotype data.