Strategic and tactical intelligence in dynamic segmentation
US12412142B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | May 6, 2022 |
| Grant date | Sep 9, 2025 |
| Priority date | — |
| Expiry date | Jun 28, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06Q30/0201
- WIPO fieldIT methods for management
- WIPO sectorElectrical engineering
Abstract
A system and method for performing strategic segmentation including a supply chain network having a strategic segmentation planner, an inventory system, a transportation network and supply chain entities. The strategic segmentation planner includes a computer having a memory and a processor, that selects a workflow depth including an amount of data to analyze, discovers features by analyzing cleansed data to locate features which are characterized by features data, pre-processes the features data to standardize the features data, performs multi-dimension segmentation by computing feature importance to generate multi-dimensional segments, assigns policy parameters to the supply chain network based on the generated multi-dimensional segments, and trains a machine learning model by applying a cyclic boosting process to the standardized features data wherein the cyclic boosting process iteratively learns relationships associated with the generated multi-dimensional segments.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.