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Mathematics - Applications | Learning Spaces - Interdisciplinary Applied Mathematics

Learning Spaces

Interdisciplinary Applied Mathematics

Falmagne, Jean-Claude, Doignon, Jean-Paul

2011, XV, 417 p.

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  • Introduces learning space as a special case of knowledge space.
  • Exposes theory and several applications of learning spaces and ancillary assessment procedures.
  • Presents ALEKS as a practical application of learning spaces for an efficient web based learning environment.
Learning spaces offer a rigorous mathematical foundation for various practical systems of knowledge assessment. An example is offered by the ALEKS system (Assessment and LEarning in Knowledge Spaces), a software for the assessment of mathematical knowledge. From a mathematical standpoint, learning spaces as well as knowledge spaces (which made the title of the first edition) generalize partially ordered sets. They are investigated both from a combinatorial and a stochastic viewpoint. The results are applied to real and simulated data. The book gives a systematic presentation of research and extends the results to new situations. It is of interest to mathematically oriented readers in education, computer science and combinatorics at research and graduate levels. The text contains numerous examples and exercises, and an extensive bibliography.

Content Level » Research

Keywords » ALEKS - Markov processes - antimatroid - knowledge - knowledge assessment - knowledge space - learning space - mathematical psychology - online learning - psychometric methods - skill map

Related subjects » Applications - Artificial Intelligence - General Issues - Information Systems and Applications - Mathematics Education - Theoretical Computer Science

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