CHARACTERIZING SUCCESS PATHWAYS IN NETWORKED GRAPHS

Patent №

US 9,754,049

Granted

2017-09-05

Filed 2014

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14501960

Methods and systems for inferring performance include a chain graph that has multiple nodes, one or more of which has a known value at a first timestamp. A value associated with a first node at the first timestamp influences a value associated with a second node connected to the first node by an edge at the first timestamp. Each node has an associated chain that represents values of the node at different timestamps. Known values of each node in the graph are propagated within each timestamp to all neighboring nodes. Known values of each node in the graph are propagated across different timestamps.

AI classification

AI hardware1.00
Knowledge representation0.96
Planning0.83
Machine learning0.71
Evolutionary computation0.03
Vision0.00
Speech0.00
Natural language0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 338520269

Assignors

TONG, HANGHANG, WANG, FEI, XIA, YINGLONG

On an employer assignment, the assignors are typically the inventors.

From the same owner

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