Literature DB >> 22308334

Education of a model student.

Timothy P Novikoff1, Jon M Kleinberg, Steven H Strogatz.   

Abstract

A dilemma faced by teachers, and increasingly by designers of educational software, is the trade-off between teaching new material and reviewing what has already been taught. Complicating matters, review is useful only if it is neither too soon nor too late. Moreover, different students need to review at different rates. We present a mathematical model that captures these issues in idealized form. The student's needs are modeled as constraints on the schedule according to which educational material and review are spaced over time. Our results include algorithms to construct schedules that adhere to various spacing constraints, and bounds on the rate at which new material can be introduced under these schedules.

Mesh:

Year:  2012        PMID: 22308334      PMCID: PMC3277570          DOI: 10.1073/pnas.1109863109

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  2 in total

Review 1.  Distributed practice in verbal recall tasks: A review and quantitative synthesis.

Authors:  Nicholas J Cepeda; Harold Pashler; Edward Vul; John T Wixted; Doug Rohrer
Journal:  Psychol Bull       Date:  2006-05       Impact factor: 17.737

2.  Optimization of repetition spacing in the practice of learning.

Authors:  P A Woźniak; E J Gorzelańczyk
Journal:  Acta Neurobiol Exp (Wars)       Date:  1994       Impact factor: 1.579

  2 in total
  3 in total

1.  Artificial intelligence to support human instruction.

Authors:  Michael C Mozer; Melody Wiseheart; Timothy P Novikoff
Journal:  Proc Natl Acad Sci U S A       Date:  2019-02-19       Impact factor: 11.205

2.  Optimal learning paths in information networks.

Authors:  G C Rodi; V Loreto; V D P Servedio; F Tria
Journal:  Sci Rep       Date:  2015-06-01       Impact factor: 4.379

3.  Search strategies of Wikipedia readers.

Authors:  Giovanna Chiara Rodi; Vittorio Loreto; Francesca Tria
Journal:  PLoS One       Date:  2017-02-02       Impact factor: 3.240

  3 in total

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