Emoji recommendation system
US12299027B2 · kind B2 · utility
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20Claims
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Key dates
| Filing date | Mar 28, 2023 |
| Grant date | May 13, 2025 |
| Priority date | — |
| Expiry date | Mar 28, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F16/24578
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
The present technology provides an emoji recommendation service that measures a similarity score between a global emoji embedding space of an online community with a user embedding space generated from the global emoji embedding space and generates a ranking of top emojis based on the measured similarity score. The emoji recommendation service further measures an averaged ranking of top emojis based on the similarity score and term frequency scores in the online community. The emoji recommendation service trains a machine learning algorithm to arrange vectors representing emojis in the global emoji embedding space.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.