{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10546507","patent":{"patent_number":"US-10546507","title":"Recommending a set of learning activities based on dynamic learning goal adaptation","assignee":null,"inventors":[],"filing_date":"2014-09-18T00:00:00.000Z","publication_date":"2020-01-28T00:00:00.000Z","cpc_codes":["G09B"],"num_claims":18,"abstract":"Methods, systems, and computer program products for recommending a set of learning activities are provided herein. A method includes determining a set of learning goals for a student based on an existing knowledge state and identified interests; calculating a probability value of the student succeeding in each of the learning goals in the set; selecting learning goals from the set for the student based on the existing knowledge state, a learning style associated with the student, historical data pertaining to additional students, the probability values, and an exploration threshold; outputting a first recommendation comprising a first sequence of learning activities corresponding to said selected learning goals; monitoring performance of the student; updating the existing knowledge state, learning style, identified interests, and exploration threshold; using the updated parameters to modify the learning goals; and outputting a second recommendation comprising a second sequence of learning activities corresponding to said modified learning goals."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Recommending a set of learning activities based on dynamic learning goal adaptation","description":"Methods, systems, and computer program products for recommending a set of learning activities are provided herein. A method includes determining a set of learning goals for a student based on an exist","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10546507","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-10546507","citation_suggestion":"Patentable. \"Recommending a set of learning activities based on dynamic learning goal adaptation\" (US-10546507). https://patentable.app/patents/US-10546507","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10546507","json":"https://patentable.app/api/llm-context/US-10546507","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T04:22:27.827Z"}