System and method for aggregated modeling, search, visualization, and summarization and applications thereof
US12141732B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Mar 1, 2021 |
| Grant date | Nov 12, 2024 |
| Priority date | — |
| Expiry date | Oct 2, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F40/30
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
The present teaching relates to method, system, medium, and implementations for modeling an entity based on textual information. When information about an entity to be modeled is received, textual information related to the entity is searched, including a plurality of documents related to at least one aspect of the entity. First aggregated semantic models are obtained for the plurality of documents. Each first aggregated semantic model represents one of the plurality of documents and includes a semantic feature vector and a semantic signature. Such first aggregated semantic models are clustered into at least one group, each of which corresponds to one of the at least one aspect of the entity and includes a set of first aggregated semantic models representing semantics of documents related to the aspect of the entity. A second aggregated semantic model is then derived based on each group of first aggregated semantic models to characterize one aspect of the entity, yielding one or more second aggregated semantic models. A second aggregated semantic model for an aspect of the entity comprises an aggregated semantic feature vector and an aggregated semantic signature for characterizing…
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.