| 摘要 |
According to examples, intelligent visualization munging may include transforming and enriching data that is to be visualized, determining features of the transformed and enriched data, determining a user role of a user associated with the transformed and enriched data, and a user interaction of the user. Intelligent visualization munging may further include learning a behavior of the user, and analyzing the features, the user role, the user interaction, and a learned behavior model to generate a recommendation that includes a predetermined number of visualizations from a plurality of available visualizations to display the transformed and enriched data. The predetermined number of visualizations is less than the plurality of available visualizations. |
| 主权项 |
1. An intelligent visualization munging system comprising:
a data loader, executed by at least one hardware processor, to ascertain data that is to be visualized; a data iterator, executed by the at least one hardware processor, to transform and enrich the ascertained data; a data feature and role discoverer, executed by the at least one hardware processor, to
determine features of the transformed and enriched data, anddetermine a user role of a user associated with the transformed and enriched data, and a user interaction of the user associated with the transformed and enriched data; a behavior learner, executed by the at least one hardware processor, to
learn a behavior of the user associated with the transformed and enriched data; a visualization recommender, executed by the at least one hardware processor, to
analyze the features of the transformed and enriched data, the user role of the user associated with the transformed and enriched data, the user interaction of the user associated with the transformed and enriched data, and a learned behavior model to generate a recommendation that includes a predetermined number of visualizations from a plurality of available visualizations to display the transformed and enriched data, wherein the predetermined number of visualizations is less than the plurality of available visualizations, andreceive selection of a visualization from the predetermined number of recommended visualizations; and a results generator, executed by the at least one hardware processor, to generate a display of the transformed and enriched data using the selected visualization from the predetermined number of recommended visualizations. |
