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Eglington, Luke G.; Pavlik, Philip I., Jr. – International Journal of Artificial Intelligence in Education, 2023
An important component of many Adaptive Instructional Systems (AIS) is a 'Learner Model' intended to track student learning and predict future performance. Predictions from learner models are frequently used in combination with mastery criterion decision rules to make pedagogical decisions. Important aspects of learner models, such as learning…
Descriptors: Computer Assisted Instruction, Intelligent Tutoring Systems, Learning Processes, Individual Differences
Eglington, Luke G.; Pavlik, Philip I., Jr. – Grantee Submission, 2022
An important component of many Adaptive Instructional Systems (AIS) is a 'Learner Model' intended to track student learning and predict future performance. Predictions from learner models are frequently used in combination with mastery criterion decision rules to make pedagogical decisions. Important aspects of learner models, such as learning…
Descriptors: Computer Assisted Instruction, Intelligent Tutoring Systems, Learning Processes, Individual Differences
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Liu, Ran; Koedinger, Kenneth R. K – International Educational Data Mining Society, 2017
Research in Educational Data Mining could benefit from greater efforts to ensure that models yield reliable, valid, and interpretable parameter estimates. These efforts have especially been lacking for individualized student-parameter models. We collected two datasets from a sizable student population with excellent "depth" -- that is,…
Descriptors: Data Analysis, Intelligent Tutoring Systems, Bayesian Statistics, Pretests Posttests
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Gettys, Cynthia M.; Wheelock, Anne – Educational Leadership, 1995
The Paideia School Model was inspired by philosopher Mortimer Adler's belief in a high-quality, single-track, liberal arts education to prepare students for work, citizenship, and lifelong learning. This article describes how Chattanooga (Tennessee) parents and educators worked to develop and implement a holistic, rigorous Paideia curriculum. (MLH)
Descriptors: Cognitive Style, Elementary Education, Individual Differences, Mastery Learning
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Arlin, Marshall – American Journal of Education, 1982
Presents a model for analyzing teachers' time allocation procedures in collective instruction along with a qualitative analysis of 10 elementary school teachers' implementations of short sequences of mastery learning. Sequences illustrate possible ways teachers adjust conditions that are formulated in the model. (Author/MP)
Descriptors: Elementary Education, Elementary School Teachers, Individual Differences, Mastery Learning
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Kazu, Ibrahim Y.; Kazu, Hilal; Ozdemir, Oguzhan – Educational Technology & Society, 2005
In order to realize one of the most important necessities of the life, which is learning, the human being spends most of their life for education-training activities. In the conventional applications, every individual, being a part of a group is dependant on a single program and an educational management which was chosen for the group by the…
Descriptors: Experimental Groups, Control Groups, Academic Achievement, College Students