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Estimation theory / Expectation–maximization algorithm / Missing data / Hidden Markov model / Root-mean-square deviation / Mathematical model / Regression analysis / Grid search / Statistics / Machine learning / Statistical inference


A Spectral Learning Approach to Knowledge Tracing Mohammad H. Falakmasir Zachary A. Pardos Intelligent Systems Program,
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Document Date: 2013-05-19 11:47:35


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City

Heffernan / Berlin / /

Company

Tutoring Systems / AUAI Press / Neural Information Processing Systems / Singh S.P. / Guess / Xing / Ge / ACM Press / Intel / Building Learning Systems / /

Currency

USD / /

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Facility

Computer Science AI Lab Massachusetts Institute of Technology / Building Learning Systems That Care / Carnegie Mellon University University of Pittsburgh / University of Pittsburgh / /

IndustryTerm

grid search / adaptive educational systems / online self-assessment tool / typical parameter estimation algorithm / natural language processing / dynamical systems / learning algorithm / spectral algorithm / /

Organization

University of Pittsburgh / RMSE BKT / Carnegie Mellon University University of Pittsburgh / BKT EM / School of Information Sciences / BKT HMM / Geoffrey J. Gordon Peter Brusilovsky Machine Learning Department School of Information Sciences / Massachusetts Institute of Technology / /

Person

Geoffrey J. Gordon / Michael L. Littman / Byron Boots / J. Gordon Peter Brusilovsky / Zachary A. Pardos / Daniel Hsu / Mohammad H. Falakmasir Zachary / /

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Position

tutor / Director / model for each topic tractable / /

ProgrammingLanguage

Java / /

ProvinceOrState

Northern Territory / /

PublishedMedium

The International Journal / Machine Learning / /

Technology

E-Learning system / typical parameter estimation algorithm / RAM / spectral algorithm / natural language processing / artificial intelligence / Java / Machine Learning / EM algorithm / 0 Algorithm / /

URL

www.educationaldatamining.org / http /

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