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Conference

Mining Detailed Course Transaction Records for Semantic Information

Authors : Xu, Yinuo; Pardos, Zachary A.

Subjects: Semantics; Enrollment Trends; Learning AnalyticsCalifornia (Berkeley)

Source: International Educational Data Mining Society. 2023.8

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Academic Journal

Education Data Science: Past, Present, Future

Authors : McFarland, Daniel A.; Khanna, Saurabh (ORCID 0000-0002-9346-4896); Domingue, Benjamin W.

Subjects: Learning Analytics; Statistics; Computation

Source: AERA Open. Jan-Dec 2021 7(1).12

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Conference

pyBKT: An Accessible Python Library of Bayesian Knowledge Tracing Models

Authors : Badrinath, Anirudhan; Wang, Frederic; Pardos, Zachary

Subjects: Models; Markov Processes; Mathematics

Source: International Educational Data Mining Society. 2021.7

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Conference

Automatic Short Answer Grading with SBERT on Out-of-Sample Questions

Authors : Condor, Aubrey; Litster, Max; Pardos, Zachary

Subjects: Automation; Grading; Test Items

Source: International Educational Data Mining Society. 2021.8

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Conference

Evaluating Sources of Course Information and Models of Representation on a Variety of Institutional Prediction Tasks

Authors : Jiang, Weijie; Pardos, Zachary A.

Subjects: Course Descriptions; Models; Prediction

Source: International Educational Data Mining Society. 2020.11

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Conference

Generalizing Expert Misconception Diagnoses through Common Wrong Answer Embedding

Authors : Kolb, John; Farrar, Scott; Pardos, Zachary A.

Subjects: Misconceptions; Expertise; Mathematics Teachers

Source: International Educational Data Mining Society. 2019.6

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Academic Journal

Analysis of Student Behaviour in 'Habitable' Worlds Using Continuous Representation Visualization

Authors : Pardos, Zachary A. (ORCID 0000-0002-6016-7051); Horodyskyj, Lev (ORCID 0000-0003-4606-4379)

Subjects: Visualization; Online Courses; Course DescriptionsArizona

Source: Journal of Learning Analytics. 2019 6(1):1-15.15

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Academic Journal

dAFM: Fusing Psychometric and Connectionist Modeling for Q-Matrix Refinement

Authors : Pardos, Zachary A.; Dadu, Anant

Subjects: Q Methodology; Psychometrics; Models

Source: Journal of Educational Data Mining. Oct 2018 10(2):1-27.27

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Academic Journal

Mining Big Data in Education: Affordances and Challenges

Authors : Fischer, Christian (ORCID 0000-0002-8809-2776); Pardos, Zachary A. (ORCID 0000-0002-6016-7051); Baker, Ryan Shaun

Subjects: Data Analysis; Data Collection; Decision Making

Source: Review of Research in Education. Mar 2020 44(1):130-160.31

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Conference

Evaluating the Relevance of Educational Videos Using BKT and Big Data

Authors : MacHardy, Zachary; Pardos, Zachary A.; International Educational Data Mining Society

Subjects: Educational Technology; Video Technology; Units of Study

Source: International Educational Data Mining Society. 2015.4

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