{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10504030","patent":{"patent_number":"US-10504030","title":"Systems, methods, and computer program products for generating a query specific Bayesian network","assignee":null,"inventors":[],"filing_date":"2015-07-25T00:00:00.000Z","publication_date":"2019-12-10T00:00:00.000Z","cpc_codes":["G06N"],"num_claims":20,"abstract":"Provided are improved systems, methods, and computer programs to facilitate predictive accuracy for strategic decision support using a query specific Bayesian network. An unconstrained domain model is defined by domain concepts and causal relationships between the domain concepts. Each causal relationship includes a value for the weight of causal belief for the causal relationship. In response to a query, the unconstrained domain model is transformed into a query specific Bayesian network for the domain model by identifying one or more cycles in the unconstrained domain model, eliminating the one or more cycles from the unconstrained domain model; identifying a sub-graph of the unconstrained domain model that is relevant to a query and creating one or more conditional probability tables that comprise the query specific Bayesian network."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems, methods, and computer program products for generating a query specific Bayesian network","description":"Provided are improved systems, methods, and computer programs to facilitate predictive accuracy for strategic decision support using a query specific Bayesian network. An unconstrained domain model is","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10504030","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-10504030","citation_suggestion":"Patentable. \"Systems, methods, and computer program products for generating a query specific Bayesian network\" (US-10504030). https://patentable.app/patents/US-10504030","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10504030","json":"https://patentable.app/api/llm-context/US-10504030","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T00:18:54.430Z"}