Methodology of Educational Measurement and Assessment - Computational Psychometrics: New Methodologies for a New Generation of Digital Learning and Assessment
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(FIVE YEARS 14)

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Published By Springer International Publishing

9783030743932, 9783030743949

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Introduction to Computational Psychometrics: Towards a Principled Integration of Data Science and Machine Learning Techniques into Psychometrics

Methodology of Educational Measurement and Assessment - Computational Psychometrics: New Methodologies for a New Generation of Digital Learning and Assessment ◽

10.1007/978-3-030-74394-9_1 ◽

2021 ◽

pp. 1-6

Author(s):

Alina A. von Davier ◽

Robert J. Mislevy ◽

Jiangang Hao

Keyword(s):

Machine Learning ◽

Data Science ◽

Machine Learning Techniques ◽

Learning Techniques

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Unsupervised Machine Learning

Methodology of Educational Measurement and Assessment - Computational Psychometrics: New Methodologies for a New Generation of Digital Learning and Assessment ◽

10.1007/978-3-030-74394-9_10 ◽

2021 ◽

pp. 173-193

Author(s):

Pak Chung Wong

Keyword(s):

Machine Learning ◽

Unsupervised Machine Learning

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Bayesian Inference in Large-Scale Computational Psychometrics

Methodology of Educational Measurement and Assessment - Computational Psychometrics: New Methodologies for a New Generation of Digital Learning and Assessment ◽

10.1007/978-3-030-74394-9_7 ◽

2021 ◽

pp. 109-131

Author(s):

Gunter Maris ◽

Timo Bechger ◽

Maarten Marsman

Keyword(s):

Bayesian Inference ◽

Large Scale

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Supervised Machine Learning

Methodology of Educational Measurement and Assessment - Computational Psychometrics: New Methodologies for a New Generation of Digital Learning and Assessment ◽

10.1007/978-3-030-74394-9_9 ◽

2021 ◽

pp. 159-171

Author(s):

Jiangang Hao

Keyword(s):

Machine Learning ◽

Supervised Machine Learning

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Concepts and Models from Psychometrics

Methodology of Educational Measurement and Assessment - Computational Psychometrics: New Methodologies for a New Generation of Digital Learning and Assessment ◽

10.1007/978-3-030-74394-9_6 ◽

2021 ◽

pp. 81-107

Author(s):

Robert J. Mislevy ◽

Maria Bolsinova

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Computational Psychometrics: A Framework for Estimating Learners’ Knowledge, Skills and Abilities from Learning and Assessments Systems

Methodology of Educational Measurement and Assessment - Computational Psychometrics: New Methodologies for a New Generation of Digital Learning and Assessment ◽

10.1007/978-3-030-74394-9_3 ◽

2021 ◽

pp. 25-43

Author(s):

Alina A. von Davier ◽

Kristen DiCerbo ◽

Josine Verhagen

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A Data Science Perspective on Computational Psychometrics

Methodology of Educational Measurement and Assessment - Computational Psychometrics: New Methodologies for a New Generation of Digital Learning and Assessment ◽

10.1007/978-3-030-74394-9_8 ◽

2021 ◽

pp. 133-158

Author(s):

Jiangang Hao ◽

Robert J. Mislevy

Keyword(s):

Data Science

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Social Networks Analysis

Methodology of Educational Measurement and Assessment - Computational Psychometrics: New Methodologies for a New Generation of Digital Learning and Assessment ◽

10.1007/978-3-030-74394-9_13 ◽

2021 ◽

pp. 231-244

Author(s):

Mengxiao Zhu

Keyword(s):

Social Networks ◽

Social Networks Analysis ◽

Networks Analysis

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Time Series and Stochastic Processes

Methodology of Educational Measurement and Assessment - Computational Psychometrics: New Methodologies for a New Generation of Digital Learning and Assessment ◽

10.1007/978-3-030-74394-9_12 ◽

2021 ◽

pp. 209-230

Author(s):

Peter Halpin ◽

Lu Ou ◽

Michelle LaMar

Keyword(s):

Time Series ◽

Stochastic Processes

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Virtual Performance-Based Assessments

Methodology of Educational Measurement and Assessment - Computational Psychometrics: New Methodologies for a New Generation of Digital Learning and Assessment ◽

10.1007/978-3-030-74394-9_4 ◽

2021 ◽

pp. 45-60

Author(s):

Jessica Andrews-Todd ◽

Robert J. Mislevy ◽

Michelle LaMar ◽

Sebastiaan de Klerk

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Methodology of Educational Measurement and Assessment - Computational Psychometrics: New Methodologies for a New Generation of Digital Learning and AssessmentLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Introduction to Computational Psychometrics: Towards a Principled Integration of Data Science and Machine Learning Techniques into Psychometrics

Unsupervised Machine Learning

Bayesian Inference in Large-Scale Computational Psychometrics

Supervised Machine Learning

Concepts and Models from Psychometrics

Computational Psychometrics: A Framework for Estimating Learners’ Knowledge, Skills and Abilities from Learning and Assessments Systems

A Data Science Perspective on Computational Psychometrics

Social Networks Analysis

Time Series and Stochastic Processes

Virtual Performance-Based Assessments

Methodology of Educational Measurement and Assessment - Computational Psychometrics: New Methodologies for a New Generation of Digital Learning and Assessment
Latest Publications