SG11201907703UA - Method, device and computer program for analyzing data - Google Patents

Method, device and computer program for analyzing data

Info

Publication number
SG11201907703UA
SG11201907703UA SG11201907703UA SG11201907703UA SG11201907703UA SG 11201907703U A SG11201907703U A SG 11201907703UA SG 11201907703U A SG11201907703U A SG 11201907703UA SG 11201907703U A SG11201907703U A SG 11201907703UA SG 11201907703U A SG11201907703U A SG 11201907703UA
Authority
SG
Singapore
Prior art keywords
user
question
result data
solving result
calculating
Prior art date
Application number
SG11201907703UA
Inventor
Yeong Min Cha
Jae We Heo
Young Jun Jang
Original Assignee
Riiid Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Riiid Inc filed Critical Riiid Inc
Publication of SG11201907703UA publication Critical patent/SG11201907703UA/en

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • G06Q50/20—Education
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/004—Artificial life, i.e. computing arrangements simulating life
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/245—Query processing
    • G06F16/2452—Query translation
    • G06F16/24522—Translation of natural language queries to structured queries
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28—Databases characterised by their database models, e.g. relational or object models
    • G06F16/284—Relational databases
    • G06F16/285—Clustering or classification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • 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
    • G09B7/02—Electrically-operated teaching apparatus or devices working with questions and answers of the type wherein the student is expected to construct an answer to the question which is presented or wherein the machine gives an answer to the question presented by a student
    • G—PHYSICS
    • G09—EDUCATION; CRYPTOGRAPHY; DISPLAY; ADVERTISING; SEALS
    • G09F—DISPLAYING; ADVERTISING; SIGNS; LABELS OR NAME-PLATES; SEALS
    • G09F1/00—Cardboard or like show-cards of foldable or flexible material
    • G09F1/04—Folded cards
    • G09F1/06—Folded cards to be erected in three dimensions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • G06Q50/20—Education
    • G06Q50/205—Education administration or guidance

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Tourism & Hospitality (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Marketing (AREA)
  • Human Resources & Organizations (AREA)
  • Economics (AREA)
  • Computing Systems (AREA)
  • Primary Health Care (AREA)
  • Mathematical Physics (AREA)
  • Strategic Management (AREA)
  • General Business, Economics & Management (AREA)
  • Databases & Information Systems (AREA)
  • Educational Technology (AREA)
  • Educational Administration (AREA)
  • Computational Linguistics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Computational Mathematics (AREA)
  • Algebra (AREA)
  • Probability & Statistics with Applications (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Electrically Operated Instructional Devices (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

METHOD, DEVICE AND COMPUTER PROGRAM FOR ANALYZING DATA The present invention relates to a method for 5 establishing a diagnostic question set, of a data analysis framework, for a new user, the method comprising: step a of establishing a question database including a plurality of questions, of collecting solving result data of the user for the questions, and 10 of applying the solving result data to the data analysis framework, thereby calculating modeling vector(s) of the questions and/or the user; step b of extracting, from the question database, at least one candidate question for establishing the diagnostic question set; step c of 15 identifying a user for whom solving result data for the candidate question exist, and another question for which solving result data of the user exist; step d of applying only the solving result data of the user for the candidate question to the data analysis framework, 20 thereby calculating a modeling vector of a virtual user; step e of applying the modeling vector of the virtual user, thereby calculating a virtual correct answer probability for the another question; and step f of comparing the virtual correct answer probability with 25 the actual solving result data of the user for the another question, and averaging the comparison result according to the number of the users, thereby calculating a predicted probability for the candidate question. 30 Figure 1
SG11201907703UA 2017-05-19 2017-06-07 Method, device and computer program for analyzing data SG11201907703UA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
KR1020170062549A KR101895959B1 (en) 2017-05-19 2017-05-19 Method, apparatus and computer program for interpreting analysis results of machine learning framework
PCT/KR2017/005919 WO2018212396A1 (en) 2017-05-19 2017-06-07 Method, device and computer program for analyzing data

Publications (1)

Publication Number Publication Date
SG11201907703UA true SG11201907703UA (en) 2019-09-27

Family

ID=63593814

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11201907703UA SG11201907703UA (en) 2017-05-19 2017-06-07 Method, device and computer program for analyzing data

Country Status (6)

Country Link
US (1) US20190377996A1 (en)
JP (2) JP6879526B2 (en)
KR (1) KR101895959B1 (en)
CN (1) CN110366735A (en)
SG (1) SG11201907703UA (en)
WO (1) WO2018212396A1 (en)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR101895959B1 (en) * 2017-05-19 2018-09-06 (주)뤼이드 Method, apparatus and computer program for interpreting analysis results of machine learning framework
CN109410675B (en) * 2018-12-12 2021-03-12 广东小天才科技有限公司 Exercise recommendation method based on student portrait and family education equipment
US11288265B2 (en) * 2019-11-29 2022-03-29 42Maru Inc. Method and apparatus for building a paraphrasing model for question-answering
US11620343B2 (en) 2019-11-29 2023-04-04 42Maru Inc. Method and apparatus for question-answering using a database consist of query vectors
WO2022216980A1 (en) * 2021-04-08 2022-10-13 Lightspeed, Llc Improved survey panelist utilization

Family Cites Families (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR100355665B1 (en) * 2000-07-25 2002-10-11 박종성 On-line qualifying examination service system using the item response theory and method thereof
JP2002082598A (en) * 2000-09-07 2002-03-22 Keynet:Kk Learning support system and learning supporting method
KR100625120B1 (en) * 2004-07-20 2006-09-20 조동기 Service Method and system for studying evaluation and clinic
JP4447411B2 (en) * 2004-09-03 2010-04-07 株式会社エヌ・ティ・ティ・データ Learner acquisition characteristic analysis system, method and program thereof
US20070172810A1 (en) * 2006-01-26 2007-07-26 Let's Go Learn, Inc. Systems and methods for generating reading diagnostic assessments
CN101599227A (en) * 2008-06-05 2009-12-09 千华数位文化股份有限公司 Learning diagnosis system and method
JP5233002B2 (en) * 2008-10-16 2013-07-10 株式会社国際電気通信基礎技術研究所 Ability evaluation method and ability evaluation system server
CN101887572A (en) * 2010-06-29 2010-11-17 华中科技大学 Internet-based virtual experimental teaching resource management method
JP5437211B2 (en) * 2010-09-27 2014-03-12 株式会社日立ソリューションズ E-learning system with problem extraction function considering question frequency and learner's weakness
KR101317383B1 (en) * 2011-10-12 2013-10-11 한국과학기술연구원 Cognitive ability training apparatus using robots and method thereof
JP6247628B2 (en) * 2014-12-09 2017-12-13 株式会社日立製作所 Learning management system and learning management method
DE102015000835A1 (en) * 2015-01-26 2016-07-28 a.r.t associated researchers + trendsetters gmbh Computer-implemented information and knowledge delivery system
JP2017068189A (en) * 2015-10-02 2017-04-06 アノネ株式会社 Learning support device, learning support method, and program for learning support device
KR101680007B1 (en) * 2015-10-08 2016-11-28 한국교육과정평가원 Method for scoring of supply type test papers, computer program and storage medium for thereof
CN106204371A (en) * 2016-06-29 2016-12-07 北京师范大学 A kind of mobile contextual sensible Teaching system and method supporting engineering to merge
CN106250475A (en) * 2016-07-29 2016-12-21 广东小天才科技有限公司 The method for pushing of a kind of script and device
KR101895959B1 (en) * 2017-05-19 2018-09-06 (주)뤼이드 Method, apparatus and computer program for interpreting analysis results of machine learning framework

Also Published As

Publication number Publication date
WO2018212396A1 (en) 2018-11-22
JP2020510234A (en) 2020-04-02
CN110366735A (en) 2019-10-22
KR101895959B1 (en) 2018-09-06
JP6879526B2 (en) 2021-06-02
JP2021119397A (en) 2021-08-12
US20190377996A1 (en) 2019-12-12

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