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US 2025/0094929 A1Published application
Job ontology generation and maintaining system and method
AssigneeDemand Science Group, LLC
InventorRaghunandan Mishra
Life of this patent
Estimating the term…
Abstract
A job ontology generation and maintenance system and method may be used for B2B sales and marketing activity. The job ontology generation and maintenance system and method uses job titles and artificial intelligence to discover and maintain full job ontologies without requiring any information about the person that holds the title (including even basic details such as name).
Claims24
A method, comprising:
- receiving, at a computer system, a plurality of pieces of content;
- recognizing, by a job title machine learning recognizer of the computer system, if a candidate for a job title is present in each piece of content to generate a set of recognized job title candidates;
- classifying, by a job title machine learning classifier of the computer system, a job title for each of the set of recognized job title candidates to generate at least one job title;
- extracting, by a machine learning skill extractor of the computer system, one or more candidate skills from the plurality of pieces of content;
- classifying, by a machine learning skills classifier of the computer system, a skill from the one or more candidate skills;
- assigning, by the computer system, an occupation to the at least one job title and the skill;
- and
- generating, by the computer system, a job ontology including the job title, the skill, and the assigned occupation.
5 more elements
A system, comprising:
- a computer system having a processor and memory and a plurality of instructions that configure to processor to:
- receive a plurality of pieces of content;
- recognize, by a job title machine learning recognizer executed by the processor, if a candidate for a job title is present in each piece of content to generate a set of recognized job title candidates;
- classify, by a job title machine learning classifier executed by the processor, a job title for each of the set of recognized job title candidates to generate at least one job title;
- extract, by a machine learning skill extractor executed by the processor, one or more candidate skills from the plurality of pieces of content;
- classify, by a machine learning skills classifier executed by the processor, a skill from the one or more candidate skills;
- assign an occupation to the at least one job title and the skill;
- and
- generate a job ontology including the job title, the skill, and the assigned occupation.
6 more elements
Dependencies are inferred from the claim text.