ROBOTIC PROCESS AUTOMATION PROVIDING PROCESS IDENTIFICATION FROM RECORDINGS OF USER-INITIATED EVENTS

Systems and methods for locating repeatable user-driven processes in recordings of users interacting with application programs. The processing, such as by a Robotic Process Automation (RPA) system, to locate repeatable user-driven processes can, for example, initially acquire various recordings of one or more users interacting with one or more application programs operating on one or more user devices. The recordings can include at least user-triggered events as well as a User Interface (UI) screen image captured for each of the user-triggered events. By processing the captured UI screens from the recordings, those of the screen images that are more likely (or predictably) used to start or stop a repeatable user-driven process can be selected. Thereafter, repeatable user-driven processes within the recordings can be identified based on the selected screen images. Advantageously, the repeatable user-driven processes found within the recordings can thereafter be converted into software robots.