ACTIVE LEARNING FOR SCALABLE ARRANGEMENT AND GROUPING OF DATA

Active learning for scalable arrangement and grouping of data is provided by determining a visibility budget for a user interface to display icons divided groups, wherein each icon provides visualization in the user interface for a corresponding data set; dividing the visibility budget between the groups to provide each group with an individual visibility budget; determining an assigned subset of data sets that are assigned to each group; and for each group: determining a displayable number of icons that can be displayed in the user interface based on the individual visibility budget; identifying the displayable subset of data sets from the assigned subset of data sets that are most representative of the group; and displaying, in a portion of the user interface associated with the group, associated icons for the data sets belonging to the displayable subset.