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- W3048282355 abstract "The structure of tests and tasks for conducting online competitions, the structure of tests and tasks of the online course - all these structures form and/or evaluate the formation of several competencies. And in this case, it is not enough to use a one-dimensional assessment of the knowledge level and existing reliability criteria of the estimates. The paper discusses domain models and student models based on the latent cognitive structure of the course. For modelling the latent cognitive structure authors are using the algebraic lattice of task complication, which is evaluated using student grades from mass online course. Learner model is constructed as overlay model of latent cognitive structures. Models constructed in this way show the patterns of separation of students into score clusters and reveal important properties of the didactic model. Examples of the construction of such models are considered and their applicability for predicting learning outcomes and organizing adaptive learning is investigated. #CSOC1120." @default.
- W3048282355 created "2020-08-13" @default.
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- W3048282355 date "2020-01-01" @default.
- W3048282355 modified "2023-09-27" @default.
- W3048282355 title "Constructing a Learner Model Based on the Latent Cognitive Structure of an Online Course" @default.
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- W3048282355 doi "https://doi.org/10.1007/978-3-030-51965-0_38" @default.
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