Considering the importance of mathematics in modern society, it is crucial to understand the cognitive processes involved in the acquisition of complex mathematical competency. As a new generation of evaluation theory, cognitive diagnosis has its unique advantages in personalized evaluation. Based on the mathematical cognitive framework of Trends…

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…

Feedback is a powerful instructional tool for motivating learning. But effective feedback, requires that instructors have accurate information about their students' current knowledge status and their learning progress. In modern educational measurement, two major theoretical perspectives on student ability and proficiency can be distinguished.…

Bayesian knowledge tracing model (BKT) is a typical student knowledge assessment method. It is widely used in intelligent tutoring systems. In the standard BKT model, all knowledge and skills are independent of each other. However, in the process of student learning, they have a very close relation. A student may understand knowledge B better when…

Detection of students' ability levels is one of the common aims in educational studies. Cognitive Diagnosis Modeling approach has been used recently for the purpose of ability level detection by defined Q-matrices. To evaluate students' strengths and weaknesses, determine their mastery skills, and design instructions and interventions in learning…

The authors aimed to incorporate learning into the cognitive assessment framework that exists for static assessment data. In order to accomplish this, they derive a common likelihood function for dynamic models and introduce Parameter Driven Process for Change + Cognitive Diagnosis Model (PDPC + CDM), a dynamic model which tracks learning…

This paper describes a comprehensive model of alignment that provides a foundation for meaningful reporting of students' academic progress over time. The model includes both horizontal and vertical alignment as integral parts of the development of content standards, test blueprints, items, item pools, instruments, performance level descriptors,…

This paper defines Bayesian network models and examines their applications to IRT-based cognitive diagnostic modeling. These models are especially suited to building inference engines designed to be synchronous with the finer grained student models that arise in skills diagnostic assessment. Aspects of the theory and use of Bayesian network models…

Presents a four-phase model system of evaluation activities that are important to mainstreaming special needs learners into regular vocational and technical education programs. (Editor)

A theoretical framework is presented that can be used as a program for determining the most effective way to teach the mathematical notion of a function and its associated concepts. Questionnaire booklets assessing specific notions of a three-dimensional function block were administered to 127 junior high school students. (Author/PN)

Cognitive and language measures were administered to 37 preschoolers with language delay to investigate the agreement of the profiles in determining eligibility for language intervention services. Results found a sizable variation in categorization outcomes for the various intelligence quotient/language quotient profiles. The validity of the…

Stresses the need to abolish IQ testing in the schools because such tests serve no purpose and block the implementation of other strategies that can benefit students. A shift to Binet's remedial paradigm is recommended as essential to allow testing and assessment that benefits all students. (SM)

Two instruments and instructional activities were pilot tested to determine if they could be used in a later evaluation study of a Domain of Cognition model, developed by Robert J. Stahl as an alternative to Bloom's Taxonomy. The model, intended to help educators more effectively plan for, implement, monitor, and evaluate instruction, was proposed…

The renewed attention to assessments that attempt to capture complex aspects of educational attainments of students is explored. The definition and impetus for attention of the measurement community to higher order thinking skills are examined. Through a detailed description, a model assessment development process is presented. The process relies…

The process of educational therapy is described in a sequence of phases identified as exploration, experimentation, reflection, and working through. The workings of this process are explained through the use of a case study. (CT)