{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11989221","patent":{"patent_number":"US-11989221","title":"Systems and methods for removing non-conforming web text","assignee":null,"inventors":[],"filing_date":"2021-09-20T00:00:00.000Z","publication_date":"2024-05-21T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06N","G06N","G06N"],"num_claims":20,"abstract":"Systems and methods including one or more processors and one or more non-transitory storage devices storing computing instructions configured to run on the one or more processors and perform: parsing one or more web texts; determining a respective web text sentiment score for each respective web text of the one or more web texts, as parsed; creating a ranked list of one or more match words in the one or more web texts; scoring the one or more match words in the ranked list of the one or more match words; creating a report covering a predetermined period of time using the one or more match words, as scored, in the ranked list; extracting one or more topics from the report covering the predetermined period of time; labeling the one or more match words to create labeled training data; and training a word-based classifier using the labeled training data to identify non-conforming web text submitted to a website for display, wherein the one or more web texts comprises the non-confirming web text. Other embodiments are disclosed herein."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for removing non-conforming web text","description":"Systems and methods including one or more processors and one or more non-transitory storage devices storing computing instructions configured to run on the one or more processors and perform: parsing ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11989221","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-11989221","citation_suggestion":"Patentable. \"Systems and methods for removing non-conforming web text\" (US-11989221). https://patentable.app/patents/US-11989221","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11989221","json":"https://patentable.app/api/llm-context/US-11989221","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T04:11:46.043Z"}