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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.
Mathematics. --- Intelligent tutoring systems --- Artificial intelligence --- Grading and marking (Students) --- Education --- Engineering & Applied Sciences --- Social Sciences --- Applied Mathematics --- Theory & Practice of Education --- Educational applications --- Intelligent tutoring systems. --- Educational applications. --- Graded schools --- Marking (Students) --- Grading and marking --- Computer science --- Multimedia information systems. --- Artificial intelligence. --- Applied mathematics. --- Engineering mathematics. --- Mathematics --- Applications of Mathematics. --- Artificial Intelligence (incl. Robotics). --- Multimedia Information Systems. --- Math Applications in Computer Science. --- Computers and Education. --- Mathematics Education. --- Data processing. --- Study and teaching. --- Students --- Educational tests and measurements --- Examinations --- School reports --- ICAI (Computer-assisted instruction) --- Intelligent computer-assisted instruction --- ITS (Computer-assisted instruction) --- Knowledge-based tutoring systems --- Tutoring systems, Intelligent --- Computer-assisted instruction --- Expert systems (Computer science) --- Interpretation --- Rating of --- Data processing --- Artificial intelligence - Educational applications
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The idea for this book on Intelligent Tutoring Systems (ITS) was sparked by the success of the ITS’08 international conference. The number of presentations and their quality bore witness to the vitality and maturity of the field, and the enthusiasm of the participants held out a promise of sustainability and innovative research. Long life to ITS research! The book is divided into five parts. The introductory chapters to these parts, which summarize foundations, developments, strengths and weaknesses in each of the areas covered, are addressed to all readers. For those who want more in-depth knowledge, we give the floor to researchers who present their work, their results, and their view of what the future holds. It is our hope that all readers will find the book informative and thought-provoking.
Intelligent tutoring systems --- Artificial intelligence --- Civil & Environmental Engineering --- Engineering & Applied Sciences --- Education --- Applied Mathematics --- Civil Engineering --- Theory & Practice of Education --- Social Sciences --- Educational applications --- Intelligent tutoring systems. --- Computer-assisted instruction. --- Human-computer interaction. --- Artificial intelligence. --- Educational technology. --- Instructional technology --- Technology in education --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Computer-human interaction --- Human factors in computing systems --- Interaction, Human-computer --- CAI (Computer-assisted instruction) --- Computer-aided instruction --- Computer-assisted learning --- Computer based instruction --- Computer-enhanced learning --- Electronic data processing in programmed instruction --- ILSs (Integrated learning systems) --- Integrated learning systems --- Microcomputer-aided instruction --- Microcomputer-assisted instruction --- Microcomputer-assisted learning --- Microcomputer-based instruction --- Teaching --- ICAI (Computer-assisted instruction) --- Intelligent computer-assisted instruction --- ITS (Computer-assisted instruction) --- Knowledge-based tutoring systems --- Tutoring systems, Intelligent --- Data processing --- Computer science. --- Computer-aided engineering. --- Applied mathematics. --- Engineering mathematics. --- Computer Science. --- Computer-Aided Engineering (CAD, CAE) and Design. --- Appl.Mathematics/Computational Methods of Engineering. --- Artificial Intelligence (incl. Robotics). --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Engineering --- Engineering analysis --- Mathematical analysis --- CAE --- Informatics --- Science --- Mathematics --- Technology --- Educational innovations --- Instructional systems --- Human engineering --- User-centered system design --- User interfaces (Computer systems) --- Educational technology --- Programmed instruction --- Telematics --- Computer-assisted instruction --- Expert systems (Computer science) --- Aids and devices --- Computer aided design. --- Mathematical and Computational Engineering. --- Artificial Intelligence. --- CAD (Computer-aided design) --- Computer-assisted design --- Computer-aided engineering --- Design
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