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Knowledge Spaces » (1st Edition)

Book cover image of Knowledge Spaces by Jean-Paul Doignon

Authors: Jean-Paul Doignon, Jean-Claude Falmagne
ISBN-13: 9783540645016, ISBN-10: 3540645012
Format: Paperback
Publisher: Springer-Verlag New York, LLC
Date Published: January 2008
Edition: 1st Edition

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Author Biography: Jean-Paul Doignon

Book Synopsis

Knowledge 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, knowledge spaces 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.

Table of Contents

0Overview and Mathematical Glossary1
1Knowledge Structures and Spaces18
2Well-Graded Knowledge Structures44
3Surmise Systems62
4Skill Maps, Labels and Filters86
5Entailments and the Maximal Mesh104
6Galois Connections120
7Probabilistic Knowledge Structures142
8Stochastic Learning Paths175
9Descriptive and Assessment Languages206
10Uncovering the State of an Individual: A Continuous Markov Procedure219
11Uncovering the State of an Individual: A Markov Chain Procedure247
12Building the Knowledge Structure in Practice274
References310
Index of Names321
Index of Terms325

Subjects