The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jun. 11, 2024

Filed:

Dec. 15, 2022
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Fabiana Fournier, Givat Ela, IL;

Skarbovsky Yudovich Inna, Haifa, IL;

Guy Amit, Tel Aviv, IL;

Lior Limonad, Afek, IL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/242 (2019.01); G06F 16/2457 (2019.01);
U.S. Cl.
CPC ...
G06F 16/24578 (2019.01); G06F 16/244 (2019.01); G06F 16/24575 (2019.01);
Abstract

Providing a machine-generated explanation of an outcome of a process execution engine includes inputting into a complex event processing (CEP) engine at least one predetermined event pattern specification and a sequence of events, the sequence of events generated, at least in part, by a process execution engine executing a predetermined process in real time. Using the CEP engine, an enriched event log is generated based on the input. The enriched event log includes the sequence of events and additionally includes one or more situational events corresponding to one or more of the sequence of events. The one or more situational events are derived by the CEP engine based on the at least one predetermined event pattern specification. A hypothesis-oriented, situationally aware explanation for the outcome of the predetermined process is determined using an artificial intelligence (AI) explainability framework with input of the enriched event log.


Find Patent Forward Citations

Fournier, Fabiana. (2024). Situation-aware explainability for artificial intelligence-enabled, process-aware systems using complex event processing (U.S. Patent No. 12008004). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12008004

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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