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Wang, Fei; Huang, Zhenya; Liu, Qi; Chen, Enhong; Yin, Yu; Ma, Jianhui; Wang, Shijin – IEEE Transactions on Learning Technologies, 2023
To provide personalized support on educational platforms, it is crucial to model the evolution of students' knowledge states. Knowledge tracing is one of the most popular technologies for this purpose, and deep learning-based methods have achieved state-of-the-art performance. Compared to classical models, such as Bayesian knowledge tracing, which…
Descriptors: Cognitive Measurement, Diagnostic Tests, Models, Prediction
Bradshaw, Laine; Levy, Roy – Educational Measurement: Issues and Practice, 2019
Although much research has been conducted on the psychometric properties of cognitive diagnostic models, they are only recently being used in operational settings to provide results to examinees and other stakeholders. Using this newer class of models in practice comes with a fresh challenge for diagnostic assessment developers: effectively…
Descriptors: Data Interpretation, Probability, Classification, Diagnostic Tests
Nicolaou, Christiana T.; Nicolaidou, Iolie; Zacharia, Zacharias; Constantinou, Constantinos P. – Journal of Computers in Mathematics and Science Teaching, 2007
This article reports on a research effort that investigated whether the use of Microcomputer-Based Labs (MBLs), implemented within an inquiry-based activity sequence on phase transformations (melting and freezing), contributes to the development of fourth grade (9-10 year-old) students' conceptual understanding and ability to construct and…
Descriptors: Grade 4, Experimental Groups, Control Groups, Concept Formation
Berkowitz, Marvin W.; And Others – 1986
Over the past two decades, theorists and researchers in cognitive structural developmental psychology have begun to investigate the social processes that impact upon individual cognitive growth. Studies have focused on how interactional processes lead to cognitive development but not on how the interactional processes are formed. This paper…
Descriptors: Behavioral Science Research, Cognitive Development, Cognitive Measurement, Cognitive Processes
Wilson, Mark – Yearbook of the National Society for the Study of Education, 2004
In this chapter, the author attempts to help the reader see beyond the current state of affairs in terms of the relationship between classroom assessment and accountability and to consider some wider perspectives and possibilities. Hopefully, this will also help the reader step into the spirit of the discussion that is inherent in the chapters…
Descriptors: Student Evaluation, Standardized Tests, Accountability, State Standards
Bierschenk, Bernhard; Bierschenk, Inger – Cognitive Science Research, 1987
The study of consciousness requires a language for exact and precise communication. This research project investigated how workers from different cultural contexts value information that is relevant to their job performance. Thirty-five randomly selected mechanics, from Sweden, England, West Germany, Italy, and the United States, were selected as…
Descriptors: Cognitive Measurement, Cognitive Psychology, Cognitive Structures, Comparative Analysis