{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11281629","patent":{"patent_number":"US-11281629","title":"Using and training a machine learning module to determine actions to be taken in response to file system events in a file system","assignee":null,"inventors":[],"filing_date":"2019-03-15T00:00:00.000Z","publication_date":"2022-03-22T00:00:00.000Z","cpc_codes":["G06F","G06F","G06F","G06F","G06N","G06N","G06F","G06F","G06F","G06F","G06F"],"num_claims":23,"abstract":"Provided are a computer program product, system, and method for using and training a machine learning module to determine actions to be taken in response to file system events in a file system. A file system event is detected. An action to be performed corresponding to the file system event is selected from an action list. A determination is made as to whether an outcome in the computing system resulting from the performed action satisfies an outcome threshold. A machine learning module is trained to increase a likelihood of selecting the performed action corresponding to the file system event when the outcome satisfies the outcome threshold. The machine learning module is trained to decrease a likelihood of selecting the performed action corresponding to the file system event when the outcome does not satisfy the outcome threshold."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Using and training a machine learning module to determine actions to be taken in response to file system events in a file system","description":"Provided are a computer program product, system, and method for using and training a machine learning module to determine actions to be taken in response to file system events in a file system. A file","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11281629","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-11281629","citation_suggestion":"Patentable. \"Using and training a machine learning module to determine actions to be taken in response to file system events in a file system\" (US-11281629). https://patentable.app/patents/US-11281629","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11281629","json":"https://patentable.app/api/llm-context/US-11281629","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T14:30:17.669Z"}