Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций
Конференция: International Conference on the Theory and Application of Diagrams, Diagrams 2021
Год издания: 2021
Идентификатор DOI: 10.1007/978-3-030-86062-2_46
Ключевые слова: cognitive map of knowledge diagnosis, cognitive visualization, competency profile, information concentration, learning digital footprint, radar-chart diagrams
Аннотация: The paper describes the process of aggregating primary learning data in the form of learning digital footprints for managing educational process using cognitive visualization techniques. The over-arching process of transition from the learning data to competency diagrams and concentrate them into Cognitive Maps of Cnowledge DiagnosПоказать полностьюis that. The competency profile, represented as a radar-chart diagram, is compressed into a cognitive map, allowing interpreting this information during decision making by faculty and administrative staff. This allows generalizing results for groups of students. The results of using competency profiles and respective cognitive maps to analyze the results of summative assessments, final, and cross-curricular exams are provided as an illustration of the proposed approach. © 2021, Springer Nature Switzerland AG.
Журнал: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Выпуск журнала: Vol. 12909 LNAI
Номера страниц: 443-446
ISSN журнала: 03029743
Издатель: Springer Science and Business Media Deutschland GmbH