{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11995612","patent":{"patent_number":"US-11995612","title":"Knowledge engine using machine learning and predictive modeling for optimizing recruitment management systems","assignee":null,"inventors":[],"filing_date":"2020-04-08T00:00:00.000Z","publication_date":"2024-05-28T00:00:00.000Z","cpc_codes":["G06Q","G06N"],"num_claims":16,"abstract":"A system may receive, identify, and/or extract one or more pieces of information (e.g., categories of knowledge) from an input (e.g., a knowledge source, as described herein). The categories of knowledge may include one or more phrase and/or multi-word phrase, which may be referred to as individual pieces of knowledge (e.g., knowledge entities). The system may identify one or more relationships between the categories of knowledge and/or the individual pieces of knowledge. For example, the relationships may be inter and/or intra-categorical relationships. The relationships may be organized to form a hierarchical relationship driven knowledge engine. The knowledge engine may organize the knowledge entities by entity (e.g., operator, company, job posting) and/or contextualize the knowledge entities by domain (e.g., profession, employer, etc.) by, for example, creating one or more knowledge profiles. The knowledge engine may then use these knowledge profile to dynamically respond to informational requests."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Knowledge engine using machine learning and predictive modeling for optimizing recruitment management systems","description":"A system may receive, identify, and/or extract one or more pieces of information (e.g., categories of knowledge) from an input (e.g., a knowledge source, as described herein). The categories of knowle","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11995612","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-11995612","citation_suggestion":"Patentable. \"Knowledge engine using machine learning and predictive modeling for optimizing recruitment management systems\" (US-11995612). https://patentable.app/patents/US-11995612","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11995612","json":"https://patentable.app/api/llm-context/US-11995612","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T08:36:17.925Z"}