{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11238068","patent":{"patent_number":"US-11238068","title":"Generating a model associating topics with content items based on characteristics of digital magazines including a set of content items and words in content items of the set","assignee":null,"inventors":[],"filing_date":"2018-12-01T00:00:00.000Z","publication_date":"2022-02-01T00:00:00.000Z","cpc_codes":["G06F","G06N","G06F","G06F","G06N","H04L"],"num_claims":24,"abstract":"A digital magazine server generates a model to associate topics with content items. To generate the model, the digital magazine server selects a set of content items that have been included in one or more digital magazines. For each content item of the set, the digital magazine server determines a distribution of concepts associated with a content item of the set based on characteristics of digital magazines including the content item of the set and a distribution of topics associated with the content item of the set based on words included in the content item. Additionally, the digital magazine server determines a parameter defining a relationship between the distributions of concepts and the distributions of topics associated with content items of the set. A model based on the distributions of concepts and of topics as well as the parameter is generated and stored for application to content items."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Generating a model associating topics with content items based on characteristics of digital magazines including a set of content items and words in content items of the set","description":"A digital magazine server generates a model to associate topics with content items. To generate the model, the digital magazine server selects a set of content items that have been included in one or ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11238068","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-11238068","citation_suggestion":"Patentable. \"Generating a model associating topics with content items based on characteristics of digital magazines including a set of content items and words in content items of the set\" (US-11238068). https://patentable.app/patents/US-11238068","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11238068","json":"https://patentable.app/api/llm-context/US-11238068","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T17:18:26.939Z"}