Cross-Cutting Support of Making and Explaining Decisions in Intelligent Tutoring Systems Using Cognitive Maps of Knowledge Diagnosis : доклад, тезисы доклада

Uglev Viktor; Sychev Oleg; Gavrilova Tatiana

Дополнительные ссылки: eLibrary · Источник статьи

База данных: Каталог библиотеки СФУ

Библиографическое описание: Cross-Cutting Support of Making and Explaining Decisions in Intelligent Tutoring Systems Using Cognitive Maps of Knowledge Diagnosis : доклад, тезисы доклада / V. Uglev, O. Sychev, T. Gavrilova ; 18th International Conference Intelligent Tutoring Systems ITS 2022 (2022 ; 29.06 - 01.07 ; Bucharest, Romania). - [S. l. : s. n.], 2022. - Текст : непосредственный // Intelligent Tutoring Systems : Proceedings. - Bucharest, 2022. - P. 51-64. - ISBN 9783031096808.

Аннотация: The paper concerns the problem of visual support of decision-making in intelligent tutoring systems and generating natural-language explanations of these decisions. A model of interpreting a learning situation and decision making about further learning on operational, tactical, and strategic levels considered from topic, competency, and learning-goal points of view. We show a case study of learning-situation visualization of analysis and synthesis of explanatory feedback for making operational, tactical, and strategic decisions. The method was evaluated with 3 groups of graduate students; the groups that received simplified Cognitive Maps of Knowledge Diagnosis along with textual explanations demonstrated higher trust in the system's decisions and were more likely to follow the recommendations. We conclude with recommendations for using cognitive maps of knowledge diagnosis for cross-cutting analysis of learning situations.

Год издания: 2022

Авторы: Uglev Viktor , Sychev Oleg , Gavrilova Tatiana

Издательство: Bucharest

Источник: Intelligent Tutoring Systems

Номера страниц: 51-64

Держатель оригинала документа: Siberian Federal University, St. Petersburg State University, Volgograd State Technical University

Количество экземпляров:

Твёрдая копия издания отсутствует в фонде библиотеки

Показать дополнительные сведения

Cross-Cutting Support of Making and Explaining Decisions in Intelligent Tutoring Systems Using Cognitive Maps of…

Uglev V. и др.
2022 год

Creating and Visualising Cognitive Maps of Knowledge Diagnosis During the Processing of Learning Digital Footprint :…

Uglev V. и др.
2021 год

Creating and Visualising Cognitive Maps of Knowledge Diagnosis During the… : материалы временных коллективов

2021 год

Concentrating Competency Profile Data into Cognitive Map of Knowledge Diagnosis : доклад, тезисы доклада, статья из…

Uglev V. и др.
2021 год

Concentrating Competency Profile Data into Cognitive Map of Knowledge Diagnosis : материалы временных коллективов

Uglev Viktor и др.
2021 год

Cross-Cutting Visual Support of Decision Making for Forming Personalized Learning Spaces : доклад, тезисы доклада,…

Uglev V. и др.
2023 год

Implementation of Decision-Making Mechanism in the Intelligent Tutoring System Based on the… : статья из журнала

Uglev V.A.
2024 год

Method of Data Concentration and Visualization Using an Example of Compiling a Consolidated… : научное издание

Uglev V.A. и др.
2025 год

Cognitive Maps of Knowledge Diagnosis as an Element of a Digital Educational Footprint and a Copyright Object :…

Uglev V.A. и др.
2020 год

Implementation of Decision-making Methods in Intelligent Automated Educational System Focused on Complete…

Uglev Victor
2014 год

COGNITIVE BASIS OF MAKING CREATIVE DECISIONS IN TRANSLATION ACTIVITIES : научное издание

Kolmogorova Anastasia и др.
2020 год

Making the cut : hiring decisions, bias, and the consequences of nonstandard, mismatched, and precarious employment /

Pedulla David S.,
2020 год

Modeling and forecasting of well-being using fuzzy cognitive maps : научное издание

Penkova T. и др.
2016 год

A cross-cutting approach to analysis of the learning situation in ITS using a mapping mechanism : статья из журнала

Uglev Viktor и др.
2023 год

Map as a basis for decision-making in the automated learning process : доклад, тезисы доклада, статья из сборника…

Uglev V. и др.
2017 год

Unified Graphic Visualization of Activity (UGVA) Method : доклад, тезисы доклада, статья из сборника материалов…

Uglev V.
2023 год

Библиотечно-издательский комплекс СФУ

Cross-Cutting Support of Making and Explaining Decisions in Intelligent Tutoring Systems Using Cognitive Maps of Knowledge Diagnosis : доклад, тезисы доклада
доклад, тезисы доклада, статья из сборника материалов конференций

Похожие публикации