{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11461553","patent":{"patent_number":"US-11461553","title":"Method and system for verbal scale recognition using machine learning","assignee":null,"inventors":[],"filing_date":"2019-10-14T00:00:00.000Z","publication_date":"2022-10-04T00:00:00.000Z","cpc_codes":["G06F","G06F","G06N","G06N"],"num_claims":21,"abstract":"A computer inputs data including different verbal judgment sets. Each different verbal judgment set includes words which are votes that define different rank values and each represents an evaluation of an alternative. The processor determines a word similarity score of each word in the verbal judgment sets to predefined words in a predefined scale. The processor determines a set similarity score between the different verbal judgment set and the predefined scale based on the words included in the different verbal judgment set and the predefined words within the predefined scale. The processor maps the words of the different verbal judgment sets to a numerical scale that corresponds to the predefined scale, based on the set similarity score. The processor interprets the different verbal judgment sets in the universe of known data based on the numerical scale and provides cleansed data which is used by a data-dependent application."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method and system for verbal scale recognition using machine learning","description":"A computer inputs data including different verbal judgment sets. Each different verbal judgment set includes words which are votes that define different rank values and each represents an evaluation o","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11461553","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-11461553","citation_suggestion":"Patentable. \"Method and system for verbal scale recognition using machine learning\" (US-11461553). https://patentable.app/patents/US-11461553","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11461553","json":"https://patentable.app/api/llm-context/US-11461553","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T05:13:54.802Z"}