Artificial intelligence for education: Knowledge and its assessment in AI-enabled learning ecologies

B Cope, M Kalantzis, D Searsmith - Educational philosophy and …, 2021 - Taylor & Francis
Over the past ten years, we have worked in a collaboration between educators and
computer scientists at the University of Illinois to imagine futures for education in the context …

A schema-based instructional design model for self-paced learning environments

E Jung, R Lim, D Kim - Education Sciences, 2022 - mdpi.com
Although research on schema has been widely investigated for the past decades, little
research has addressed the development of a systematic instructional design theory using …

Identifying informative features to evaluate student knowledge as causal maps

B Wang, PJ Giabbanelli - International Journal of Artificial Intelligence in …, 2024 - Springer
Abstract Knowledge maps have been widely used in knowledge elicitation and
representation to evaluate and guide students' learning. To effectively evaluate maps …

The effect of sustained vs. faded scaffolding on students' argumentation in ill-structured problem solving

AA Tawfik, V Law, X Ge, W Xing, K Kim - Computers in Human Behavior, 2018 - Elsevier
Research suggests that scaffolding is an important element when gaining problem-solving
skills. However, very little research has investigated the role of fading and explored its …

Role of questions in inquiry-based instruction: towards a design taxonomy for question-asking and implications for design

AA Tawfik, A Graesser, J Gatewood… - Educational Technology …, 2020 - Springer
Many theories and models describe the various cognitive processes individuals engage in
as they solve ill-structured problems. While diverse in perspectives, these theories and …

Designing the next generation of map assessment systems: Open questions and opportunities to automatically assess a student's knowledge as a map

PJ Giabbanelli, AA Tawfik, B Wang - Journal of Research on …, 2023 - Taylor & Francis
Instructional strategies employing complex problem-solving examine how learners
represent the problem space and argue for decisions. Unlike problems with few solutions …

Using graph centrality as a global index to assess students' mental model structure development during summary writing

MK Kim, KS McCarthy - Educational Technology Research and …, 2021 - Springer
During reading, students construct mental models of what they read. Summaries can be
used to evaluate the latent knowledge structure of these mental models. We used indices …

Automatic representation of knowledge structure: Enhancing learning through knowledge structure reflection in an online course

K Kim, RB Clarianay, Y Kim - Educational Technology Research and …, 2019 - Springer
Abstract Summary writing is an important skill that students use throughout their academic
careers, writing supports reading and vocabulary skills as well as the acquisition of content …

The influence of external concept structures on an individual's knowledge structures

M Lee, RB Clariana - Educational technology research and development, 2022 - Springer
This experimental investigation considers how the inherent conceptual structure of external
representations influences individuals' knowledge structure, and in addition proposes a …

Reducing the gap between the conceptual models of students and experts using graph-based adaptive instructional systems

PJ Giabbanelli, AA Tawfik - HCI International 2020–Late Breaking Papers …, 2020 - Springer
Decision-making in complex environments requires a detailed understanding of causality to
avoid unintended consequences and consider multiple scenarios. Concept mapping is of …