SYSTEMS AND METHODS FOR DISCOVERING AUTOMATABLE TASKS
According to at least one aspect, a system for analyzing computer usage data of a user to identify an underlying task being performed by the user is provided. The system includes a hardware processor and a non-transitory computer-readable storage medium storing processor-executable instructions that, when executed by the hardware processor, cause the hardware processor to perform: receiving a plurality of events each indicative of an action performed by a user and contextual information associated with the action performed by the user, clustering the plurality of events to generate a plurality of clustered events, identifying a plurality of sub-tasks in the plurality of clustered events that each comprise a sequence of clustered events, identifying a task in the plurality of clustered events being performed by the user that comprises at least one sub-task, and generating a score for the task indicative of a difficulty of automating the task.
1 . A system, comprising:
at least one hardware processor; and
at least one non-transitory computer-readable storage medium storing processor-executable instructions that, when executed by the at least one hardware processor, cause the at least one hardware processor to perform:
receiving a plurality of events each of at least some of the plurality of events being indicative of an action performed by a user on a computing device and contextual information associated with the action performed by the user;
identifying a task being performed by the user at least in part by clustering events in the plurality of events; and
generating a score for the task indicative of a difficulty of automating the task, wherein the score is generated using at least one value selected from the group consisting of: information identifying applications used to perform the task, a number of applications used to perform the task, a number of user interface elements used in the task, an amount of natural language input provided to the applications during the task, a number of keystrokes performed in the task, a number of clicks performed in the task, a ratio between keystrokes and clicks performed in the task, a percentage of time spent performing typing actions in the task, a percentage of time spent performing clicking actions in the task, and a frequency of copy and paste actions performed in the task.
2 - 20 . (canceled)