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US 2024/0403306 A1Published application
Method and system for text understanding in an ontology driven platform
AssigneeBoard of Regents, The University of Texas System
InventorParsa Mirhaji
Life of this patent
Estimating the term…
Abstract
Embodiments of methods and systems for informatics systems are disclosed. Such informatics systems may utilize a unifying format to represent text to facilitate linking between data from the text and one or more ontologies, and the commensurate ability to mine such data.
Claims18
A system for data mining, comprising:
- an informatics system, comprising a processor and a non-transitory computer readable medium comprising instructions for:
- receiving input data from one or more data sources;
- automatically selecting a source ontology corresponding to one of the one or more data sources, wherein the source ontology is defined in one or more graph representations of the one or more data sources;
- automatically generate a graph representation of the input data based on a graph representation of the selected source ontology, wherein creating the graph representation of the input data comprises unifying the graph representation of the input data with the graph representation of the selected source ontology;
- obtaining a graph representation of a domain ontology, wherein the domain ontology comprises a set of concepts and a set of relationships;
- creating a unified graph comprising the graph representation of the input data and the graph representation of the domain ontology by automatically aligning the graph representation of the input data with the graph representation of the domain ontology to contextualize the input data;
- presenting the set of concepts or the set of relationships of the domain ontology to allow a user to construct a query based on the set of concepts and the set of relationships of the domain ontology for searching the received input data;
- and
- applying the constructed query against the unified graph, the applying comprising searching the unified graph based on the constructed query to obtain data of the input data associated with at least one of the set of concepts or at least one of the set of relationships on which the query is based.
6 more elements
A non-transitory computer readable medium, comprising machine-translatable instructions for:
- receiving input data from one or more data sources;
- automatically selecting a source ontology corresponding to one of the one or more data sources, wherein the source ontology is defined in one or more graph representations of the one or more data sources;
- automatically generate a graph representation of the input data based on a graph representation of the selected source ontology, wherein creating the graph representation of the input data comprises unifying the graph representation of the input data with the graph representation of the selected source ontology;
- obtaining a graph representation of a domain ontology, wherein the domain ontology comprises a set of concepts and a set of relationships;
- creating a unified graph comprising the graph representation of the input data and the graph representation of the domain ontology by automatically aligning the graph representation of the input data to the graph representation of the domain ontology to contextualize the input data;
- presenting the set of concepts or the set of relationships of the domain ontology to allow a user to construct a query based on the set of concepts and the set of relationships of the domain ontology for searching the received input data;
- and
- applying the constructed query against the unified graph, the applying comprising searching the unified graph based on the constructed query to obtain data of the input data associated with at least one of the set of concepts or at least one of the set of relationships on which the query is based.
5 more elements
A method, comprising:
- receiving input data from one or more data sources;
- automatically selecting a source ontology corresponding to one of the one or more data sources, wherein the source ontology is defined in a graph representation of the one or more data sources;
- automatically generate a graph representation of the input data based on a graph representation of the selected source ontology, wherein creating the graph representation of the input data comprises unifying the graph representation of the input data with the graph representation of the selected source ontology;
- obtaining a graph representation of a domain ontology, wherein the domain ontology comprises a set of concepts and a set of relationships;
- creating a unified graph comprising the graph representation of the input data and the graph representation of the domain ontology by automatically aligning the graph representation of the input data to the graph representation of the domain ontology to contextualize the input data;
- presenting the set of concepts or the set of relationships of the domain ontology to allow a user to construct a query based on the set of concepts and the set of relationships of the domain ontology for searching the received input data;
- and
- applying the constructed query against the unified graph, the applying comprising searching the unified graph based on the constructed query to obtain data of the input data associated with at least one of the set of concepts or at least one of the set of relationships on which the query is based.
5 more elements
Dependencies are inferred from the claim text.