{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11288297","patent":{"patent_number":"US-11288297","title":"Explicit semantic analysis-based large-scale classification","assignee":null,"inventors":[],"filing_date":"2017-11-29T00:00:00.000Z","publication_date":"2022-03-29T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06F","G06N","G06N","G06N"],"num_claims":24,"abstract":"Approaches for large-scale classification and text summarization. In one embodiment, for example, the approach for large-scale classification includes predicting relevant classes of a new unseen case based on a classification model that is learned from a given knowledge base comprising labeled training data items. In another embodiment, for example, the approach for text summarization includes repurposing explicit semantic analysis (ESA) techniques for computing a text summary of a given text document."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Explicit semantic analysis-based large-scale classification","description":"Approaches for large-scale classification and text summarization. In one embodiment, for example, the approach for large-scale classification includes predicting relevant classes of a new unseen case ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11288297","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-11288297","citation_suggestion":"Patentable. \"Explicit semantic analysis-based large-scale classification\" (US-11288297). https://patentable.app/patents/US-11288297","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11288297","json":"https://patentable.app/api/llm-context/US-11288297","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T08:29:13.896Z"}