公开(公告)号：US20230153659A1

公开(公告)日：2023-05-18

申请号：US17986777

申请日：2022-11-14

Applicant: SAP SE

Inventor： Priti Mulchandani ,  Michael Burwig ,  Samuel Boehme ,  Adelya Alisherovna Fatykhova ,  Yating Li ,  Tyler James Marangi

IPC: G06N5/04

CPC classification number: G06N5/045 ,  G06Q10/0637

Abstract: Example methods and systems are directed to simulating conditions for decision making. To help with decision making, simulated conditions may be used to generate probabilities of different events. Historical time-series data may be used to generate a probability distribution of values for simulated conditions. A user may be enabled to modify the probability distribution that was generated from the historical time-series data. The relationship between the value being simulated and other values may be represented by a knowledge graph. The knowledge graph may include nodes that represent arithmetic operations, input variables, external functions, database queries, and predictions. By running thousands of simulations with different values for input variables, as determined by the probability distributions for the input variables, a range of possible outcomes and their probabilities is generated. The simulation results are presented to a user to facilitate decision making.