公开(公告)号：US11681969B2

公开(公告)日：2023-06-20

申请号：US16921449

申请日：2020-07-06

Applicant: SAP SE

Inventor： Kavitha Krishnan ,  Ashok Veilumuthu ,  Baber Farooq

IPC: G06Q30/00 ,  G06Q10/0639 ,  G06N20/00 ,  G06F18/214 ,  G06F18/2413

CPC classification number: G06Q10/06393 ,  G06F18/214 ,  G06F18/24147 ,  G06N20/00

Abstract: In an example embodiment, a recommendation engine provides recommendations as to how decision-making units (DMUs) can improve efficiency, or savings can utilize machine learning algorithms and data envelopment analysis (DEA). DEA is a linear programming methodology, and is used in the example embodiment to identify one or more key performance indices (KPIs) that are most important to a DMU.

公开(公告)号：US20220004917A1

公开(公告)日：2022-01-06

申请号：US16921449

申请日：2020-07-06

Applicant: SAP SE

Inventor： Kavitha Krishnan ,  Ashok Veilumuthu ,  Baber Farooq

IPC: G06N20/00 ,  G06K9/62 ,  G06Q10/06

Abstract: In an example embodiment, a recommendation engine provides recommendations as to how decision-making units (DMUs) can improve efficiency, or savings can utilize machine learning algorithms and data envelopment analysis (DEA). DEA is a linear programming methodology, and is used in the example embodiment to identify one or more key performance indices (KPIs) that are most important to a DMU.