{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9591014","patent":{"patent_number":"US-9591014","title":"Capturing correlations between activity and non-activity attributes using N-grams","assignee":null,"inventors":[],"filing_date":"2015-06-17T00:00:00.000Z","publication_date":"2017-03-07T00:00:00.000Z","cpc_codes":["H04L","G06F","G06F","G06F","G06F","H04L","G06F"],"num_claims":8,"abstract":"Identifying correlations between events recorded in a computer system log, the recorded events are generated by a plurality of processes executing on the computer. A system log is partitioned into a plurality of segments, each segment associated with a characteristic found in an event, each segment including one or more events having a same characteristic value. A plurality of attributes of the events in a segment are selected. The attributes selected do not describe an action of the event. One or more distinct n-grams are generated, each distinct n-gram including the selected attributes from successive events within the segment. A distinct n-gram is distinct from all other generated n-grams. A correlation is identified for each first selected attribute of each successive event of an n-gram with all other second selected attributes from each successive event of the n-gram, and the correlations are recorded for each first selected attribute."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Capturing correlations between activity and non-activity attributes using N-grams","description":"Identifying correlations between events recorded in a computer system log, the recorded events are generated by a plurality of processes executing on the computer. A system log is partitioned into a p","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9591014","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-9591014","citation_suggestion":"Patentable. \"Capturing correlations between activity and non-activity attributes using N-grams\" (US-9591014). https://patentable.app/patents/US-9591014","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9591014","json":"https://patentable.app/api/llm-context/US-9591014","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T08:23:07.294Z"}