Determining sequences of interactions, process extraction, and robot generation using artificial intelligence / machine learning models
US11301269B1 · kind B1 · utility
6Cited by
8References
30Claims
0Family size
Assignee
Inventor
Key dates
| Filing date | Oct 14, 2020 |
| Grant date | Apr 12, 2022 |
| Priority date | — |
| Expiry date | Oct 14, 2040 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06Q10/06
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Use of artificial intelligence (AI)/machine learning (ML) models is disclosed to determine sequences of user interactions with computing systems, extract common processes, and generate robotic process automation (RPA) robots. The AI/ML model may be trained to recognize matching n-grams of user interactions and/or a beneficial end state. Recorded real user interactions may be analyzed, and matching sequences may be implemented as corresponding activities in an RPA workflow.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.