Patent ID: 11875297
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. A computer system for generation of dashboard templates for generation of graphical user interface dashboard templates for operations management, comprising:
one or more computer processors;
one or more computer readable storage media; and
computer program instructions, the computer program instructions being stored on the one or more computer readable storage media for execution by the one or more computer processors:
the computer program instructions including instructions to:
track user interactions with an editable graphic user interface dashboard when handling issue instances to gather one or more pre-generated chart selections, wherein a chart is a graphical visualization of one or more parameters of a data source, and wherein tracking user interactions with the editable graphic user interface dashboard comprises instructions to:
monitor one or more chart selections, one or more chart deletions, and one or more data source configurations to a generated dashboard template instance implemented by a user using an editable dashboard tool when diagnosing an issue type; and
store, based on the monitoring, a modified dashboard template instance implemented by the user when diagnosing the issue type;

train a machine learning model to create mapping between the issue type and one or more chart visualization attributes of the modified dashboard template instance;
dynamically map, with the machine learning model, based on the gathered one or more pre-generated chart selections, common associations between the issue type and one or more chart visualization type-attributes;
generate generalized data source parameters for one or more data fields associated with the issue type to enable an automatic selection of one or more of the generated generalized data source parameters for future issues of the same issue type;

automatically generate a new graphical user interface dashboard template for a future instance of the issue type based, at least in part, on the generated generalized data source parameters and the generated association rules between the issue type to chart pairs; and
update the machine learning model, based, at least in part, on gathered information from monitoring user interactions with the new graphical user interface dashboard template.