CN111328407A - 用于基于学习效率提供私人定制教育内容的机械学习方法、装置及计算机程序 - Google Patents

用于基于学习效率提供私人定制教育内容的机械学习方法、装置及计算机程序 Download PDF

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CN111328407A
CN111328407A CN201980003209.4A CN201980003209A CN111328407A CN 111328407 A CN111328407 A CN 111328407A CN 201980003209 A CN201980003209 A CN 201980003209A CN 111328407 A CN111328407 A CN 111328407A
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topic
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车映慜
申东珉
李载闵
李镕求
许宰纬
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Riiid Inc
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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    • G06Q50/10—Services
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G—PHYSICS
    • G09—EDUCATION; CRYPTOGRAPHY; DISPLAY; ADVERTISING; SEALS
    • G09B—EDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS
    • G09B7/00—Electrically-operated teaching apparatus or devices working with questions and answers
    • G09B7/06—Electrically-operated teaching apparatus or devices working with questions and answers of the multiple-choice answer-type, i.e. where a given question is provided with a series of answers and a choice has to be made from the answers
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • G06Q50/20—Education
    • G06Q50/205—Education administration or guidance
    • G06Q50/2057—Career enhancement or continuing education service
    • G—PHYSICS
    • G09—EDUCATION; CRYPTOGRAPHY; DISPLAY; ADVERTISING; SEALS
    • G09B—EDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS
    • G09B5/00—Electrically-operated educational appliances
    • G09B5/04—Electrically-operated educational appliances with audible presentation of the material to be studied
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning

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CN201980003209.4A 2018-10-16 2019-10-16 用于基于学习效率提供私人定制教育内容的机械学习方法、装置及计算机程序 Pending CN111328407A (zh)

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KR1020180123240A KR102015075B1 (ko) 2018-10-16 2018-10-16 학습 효율을 기반으로 개인 맞춤형 교육 컨텐츠를 제공하기 위한 기계학습 방법, 장치 및 컴퓨터 프로그램
KR10-2018-0123240 2018-10-16
PCT/KR2019/013590 WO2020080826A1 (ko) 2018-10-16 2019-10-16 학습 효율을 기반으로 개인 맞춤형 교육 컨텐츠를 제공하기 위한 기계학습 방법, 장치 및 컴퓨터 프로그램

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US (1) US11704578B2 (https=)
JP (2) JP6960688B2 (https=)
KR (1) KR102015075B1 (https=)
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WO (1) WO2020080826A1 (https=)

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US12100315B2 (en) * 2020-06-18 2024-09-24 The Hong Kong University Of Science And Technology Peer-inspired student performance prediction in interactive online question pools with graph neural network
KR102283711B1 (ko) * 2020-09-16 2021-07-30 (주)뤼이드 사용자의 학습효과를 반영하여 추천문제를 결정하는 학습 컨텐츠 추천 장치, 시스템 및 그것의 동작 방법
KR102645628B1 (ko) * 2020-11-13 2024-03-11 주식회사 포티투마루 선다형 질문에 대한 정답 선택 방법 및 장치
KR102385073B1 (ko) * 2020-11-13 2022-04-11 (주)뤼이드 점수 확률분포 형태 통일화를 통해 평가 가능한 문제를 추천하는 학습 문제 추천 시스템 및 이것의 동작방법
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KR102406414B1 (ko) * 2021-01-04 2022-06-08 (주)뤼이드 잠재인자에 기반한 협업 필터링을 사용하여 사용자의 정답확률을 예측하는 학습 컨텐츠 추천 시스템 및 그것의 동작방법
KR102406458B1 (ko) * 2021-04-01 2022-06-08 (주)뤼이드 복수의 시험 도메인에 적용되는 전이요소로 학습된 인공지능 모델을 통해 사용자의 실력을 평가하는 장치, 시스템 및 그것의 동작방법
KR20220164186A (ko) * 2021-06-04 2022-12-13 주식회사 천재교과서 인공지능 취약 진단 학습 추천 서비스 시스템 및 방법
KR102412378B1 (ko) * 2021-07-01 2022-06-23 (주)뤼이드 사용자에게 교육 효과가 최대화되는 웹페이지를 추천하는 방법, 장치, 및 시스템
KR102396078B1 (ko) * 2021-10-26 2022-05-10 (주)뤼이드 사용자 평가를 위한 진단고사 추천방법
JP7803124B2 (ja) * 2021-12-27 2026-01-21 富士フイルムビジネスイノベーション株式会社 情報処理装置、及び情報処理プログラム
KR102465634B1 (ko) * 2022-07-20 2022-11-11 주식회사 튜링 사용자들의 문제 풀이 실력 향상을 위한 맞춤형 문제를 제공하는 기법
KR102518474B1 (ko) * 2022-07-21 2023-04-05 주식회사 튜링 사용자의 실력을 업데이트하는 기법
JP7777555B2 (ja) * 2023-03-06 2025-11-28 株式会社ベネッセコーポレーション 学習支援システム
WO2024247017A1 (ja) * 2023-05-26 2024-12-05 日本電信電話株式会社 教材提供装置、教材提供方法、及びプログラム
KR102942120B1 (ko) * 2023-09-11 2026-03-20 주식회사 일릭서 학습결과의 전 과정을 자동 진단 및 평가하는 빅데이터 분석 알고리즘이 적용된 2시그마 학습 성취도 평가 시스템
KR102627731B1 (ko) * 2023-09-18 2024-01-24 이동근 학생의 학업성취를 위한 맞춤형 학습방향 설정 서비스 제공 장치 및 방법
KR20250104337A (ko) 2023-12-29 2025-07-08 이주열 사용자의 경험 데이터 수집에 기반하는 교육 정보 제공 시스템
KR20250121734A (ko) 2024-02-05 2025-08-12 이주열 수강생들의 강의 노트 거래를 위한 매매 플랫폼 시스템

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CN111914176B (zh) * 2020-08-07 2023-10-27 腾讯科技（深圳）有限公司 题目的推荐方法及装置

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BR112021007166A2 (pt) 2021-07-20
JP2022008867A (ja) 2022-01-14
JP6960688B2 (ja) 2021-11-05
WO2020080826A1 (ko) 2020-04-23
US11704578B2 (en) 2023-07-18
JP7474517B2 (ja) 2024-04-25
JP2021508065A (ja) 2021-02-25
KR102015075B1 (ko) 2019-08-27
US20210133598A1 (en) 2021-05-06

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