Computer-Based Diagnostics and Systematic Analysis of Knowledge
Pirnay-Dummer, P., & Ifenthaler, D. (Eds.). (2025). Computer-based diagnostics and systematic analysis of knowledge (Vol. 2). Springer. https://doi.org/10.1007/978-3-031-87740-7
This volume explores the rapidly advancing field of technology-supported knowledge assessment. Across academia, research on learning and instruction, AI-based analysis, psychology, and education, there is a pressing need for a comprehensive collection of foundations and methodologies related to knowledge. While the market offers books on individual and locally developed methods, a holistic overview is currently lacking. It aims to fill that gap, inspiring projects globally and benefiting knowledge-intensive developments in both digital and traditional learning environments. Understanding the state and processes of knowledge often poses a bottleneck in the quality of designs and implementations. This book addresses this challenge by focusing on mostly automated, easy-to-implement strategies, supporting the crucial task of understanding knowledge.
- Introduces applications for computer-based knowledge representation
- Presents foundations of automated knowledge assessment, mining natural language, and using graph theory
- Provides the latest developments in intelligent diagnostic systems in the field of learning and instruction