System and method for generating and using user semantic dictionaries for natural language processing of user-provided text
View Patent ↗A method, system, and computer program product for generating and using a user semantic dictionary for natural language involving receiving a user dictionary element definition associated with a user ontological object; generating the user semantic dictionary based on the user dictionary element definition, analyzing by a hardware processor the user-provided text to identify a portion of the user-provided text matching the semantic-syntactic data; generating a node in a semantic-syntactic tree, and further natural language processing of the user-provided text using the generated semantic-syntactic tree. The semantic-syntactic tree includes connected nodes, including references to the user ontological object or a reference to the first semantic dictionary structure. The generated user semantic dictionary includes a semantic dictionary structure with semantic-syntactic data and an identifier of the user ontological object.
1. A method comprising:
identifying, by a hardware processor, a first text provided by a user;
identifying, by the hardware processor, a semantic dictionary comprising semantic-syntactic data, the semantic-syntactic data comprising at least one datum specific to the user;
identifying, by the hardware processor, a first portion of the first text that matches the semantic-syntactic data;
generating a node for a semantic-syntactic tree, wherein the node identifies a user ontological object of the semantic-syntactic data corresponding to the first portion of the first text;
storing, by the hardware device, the semantic-syntactic tree comprising the generated node in a data storage device; and
performing, by the hardware processor using the stored semantic-syntactic tree, natural language processing of at least one of the first text, the first portion of the first text, a second portion of the first text, or a second text provided by the user.
2. The method of claim 1 , wherein the semantic-syntactic data comprises a semantic class.
3. The method of claim 1 , wherein the semantic-syntactic data comprises an instance of a semantic class.
4. The method of claim 1 , wherein the semantic-syntactic data comprises a lexical class.
5. The method of claim 1 , wherein the semantic-syntactic data comprises an instance of a lexical class.
6. The method of claim 1 , wherein the first text comprises natural language.
7. A system comprising:
a memory to store a first text provided by a user; and
a hardware processor, operatively coupled to the memory, to:
identify a semantic dictionary comprising semantic-syntactic data, the semantic-syntactic data comprising at least one datum specific to the user;
identify a first portion of the first text that matches the semantic-syntactic data;
generate a node for a semantic-syntactic tree, wherein the node identifies a user ontological object of the semantic-syntactic data corresponding to the first portion of the first text;
store the semantic-syntactic tree comprising the generated node in a data storage device; and
perform, using the stored semantic-syntactic tree, natural language processing of at least one of the first text, the first portion of the first text, a second portion of the first text, or a second text provided by the user.
8. The system of claim 7 , wherein the semantic-syntactic data comprises a semantic class.
9. The system of claim 7 , wherein the semantic-syntactic data comprises an instance of a semantic class.
10. The system of claim 7 , wherein the semantic-syntactic data comprises a lexical class.
11. The system of claim 7 , wherein the semantic-syntactic data comprises an instance of a lexical class.
12. The system of claim 7 , wherein the first text comprises natural language.
13. A non-transitory computer-readable storage medium, having instructions stored therein, which when executed, cause a hardware processor to:
identify a first text provided by a user;
identify a semantic dictionary comprising semantic-syntactic data, the semantic-syntactic data comprising at least one datum specific to the user;
identify a first portion of the first text that matches the semantic-syntactic data;
generate a node for a semantic-syntactic tree, wherein the node identifies a user ontological object of the semantic-syntactic data corresponding to the first portion of the first text; and
store the semantic-syntactic tree comprising the generated node in a data storage device; and
perform, using the stored semantic-syntactic tree, natural language processing of at least one of the first text, the first portion of the first text, a second portion of the first text, or a second text provided by the user.
14. The non-transitory computer-readable storage medium of claim 13 , wherein the semantic-syntactic data comprises a semantic class.
15. The non-transitory computer-readable storage medium of claim 13 , wherein the semantic-syntactic data comprises an instance of a semantic class.
16. The non-transitory computer-readable storage medium of claim 13 , wherein the semantic-syntactic data comprises a lexical class.
17. The non-transitory computer-readable storage medium of claim 13 , wherein the semantic-syntactic data comprises an instance of a lexical class.
18. The non-transitory computer-readable storage medium of claim 13 , wherein the first text comprises natural language.