Determining sequences of interactions, process extraction, and robot generation using artificial intelligence / machine learning models
US11803397B2 · kind B2 · utility
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15References
18Claims
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Key dates
| Filing date | May 23, 2022 |
| Grant date | Oct 31, 2023 |
| Priority date | — |
| Expiry date | May 23, 2042 |
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.