{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11941584","patent":{"patent_number":"US-11941584","title":"Recommender system for staff recruitment using machine learning with multivariate data dimension reduction and staff recruitment method using machine learning with multivariate data dimension reduction","assignee":null,"inventors":[],"filing_date":"2020-03-17T00:00:00.000Z","publication_date":"2024-03-26T00:00:00.000Z","cpc_codes":["G06Q","G06Q","G06F","G06F","G06Q","G06Q","G06Q"],"num_claims":11,"abstract":"The provided invention relates to search engines and may be used to search for vacancies and resumes in databases. Further, the invention may be used to sort out vacancies and resumes by professional area and other predetermined similarity criteria. The technical result is to reduce labor costs for the preparation of materials required for machine learning, reduce the amount of machine computing, accelerate the receipt of results, and reduce the time for analyzing search results. To achieve the technical result, the recommender system uses learning and working databases, wherein the learning sequences are formed by sorting and processing the learning database matrices based on user feedback with regard to the degree of correspondence of the results presented to them to the query subject."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Recommender system for staff recruitment using machine learning with multivariate data dimension reduction and staff recruitment method using machine learning with multivariate data dimension reduction","description":"The provided invention relates to search engines and may be used to search for vacancies and resumes in databases. Further, the invention may be used to sort out vacancies and resumes by professional ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11941584","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11941584","citation_suggestion":"Patentable. \"Recommender system for staff recruitment using machine learning with multivariate data dimension reduction and staff recruitment method using machine learning with multivariate data dimension reduction\" (US-11941584). https://patentable.app/patents/US-11941584","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11941584","json":"https://patentable.app/api/llm-context/US-11941584","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T00:15:22.056Z"}