Transaction composition graph node embedding
US12050971B2 · kind B2 · utility
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3Claims
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Key dates
| Filing date | Dec 3, 2020 |
| Grant date | Jul 30, 2024 |
| Priority date | — |
| Expiry date | May 4, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/084
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A computer-implemented process for transaction composition graph node embedding comprising traversing a data flow of transactions to convert a full graph to multiple directed acyclic subgraphs/paths in spanning trees, taking one-by-one nodes as input to a predetermined neural network, generating a set of one-hot vectors for all nodes, computing an embedding vector from a corresponding one-hot vector, computing a probability that an output node is nearby, and embedding the node to a latent feature vector.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.