Patents
US 12743709 B2: Systems and methods for use in processing unstructured data into relevant recommendations
- Granted
- 2026-09-22
- Filed
- 2024-04-08 application 18629306
- Type
- Utility · 12 claims
- Elsewhere
- Google Patents ↗ · USPTO patent document ↗ · USPTO Patent Center record ↗
Abstract
Disclosed are example embodiments of systems and methods for generating one or more recommendations based on, at least in part, unstructured data. In an example embodiment, a method generally includes accessing transaction data representative of a plurality of transactions, the transaction data including unstructured data describing ones of the plurality of transactions and structured data indicative of the transactions, where at least a portion of the transactions involve a user. The method also includes compiling, by a computing device, using a convolution neural network (CNN) with the unstructured data from the transaction data and a recurrent neural network (RNN) with structure data of the transaction data, one or more feature vector indicative of the user. The method then includes generating a recommendation based on the feature vector for the user and publishing the recommendation.
Source: PTBLXML, file of 2026-09-22 (ipgb20260922.xml).
Assignees
| Assignee | Type | Place | Also on furp.org | Source |
|---|---|---|---|---|
| MASTERCARD INTERNATIONAL INCORPORATED 2,394 patents | US company or organization | Purchase, NY | PTBLXML, file of 2026-09-22 |
Inventors
| Inventor | Place | Patents | Person page | Source |
|---|---|---|---|---|
| Shubham Jain | Athlone, IE | 26 | PTBLXML, file of 2026-09-22 | |
| Anger Ang | London, GB | PTBLXML, file of 2026-09-22 |
CPC categories
| Subclass | Category | First group | Source |
|---|---|---|---|
| G06Q | Information and communication technology [ict] specially adapted for administrative, commercial, financial, managerial or supervisory purposes; systems or methods specially adapted for administrative, commercial, financial, managerial or supervisory purposes, not otherwise provided for | G06Q30/0224 | PTBLXML, file of 2026-09-22 |
| G06N | Computing arrangements based on specific computational models | G06N3/044 | PTBLXML, file of 2026-09-22 |
Cooperative Patent Classification, as currently assigned (one row per subclass).
Assignments and security interests
No recorded assignments or security interests on file for this patent.
USPTO bulk data: PatentsView granted patents, disambiguated (PVGPATDIS) for patents, assignees, inventors, places and CPC categories; the USPTO Patent Assignment Dataset (ECORSEXC) for assignments and security interests. Patents filed in the last 20 years. No claims or full text. Links to other records are by name (and state): EXACT means the identical full name and state; FUZZY means a looser name match, with the confidence shown.