Digital learning games in Artificial Intelligence in Education (AIED): A review

BM McLaren, HA Nguyen - Handbook of Artificial Intelligence in …, 2023 - elgaronline.com
Digital and computer games have captured the attention and imagination of people around
the world. Lobel et al.(2017) report that Dutch children (7 to 12 years old) play digital games …

Evaluating chatgpt's decimal skills and feedback generation in a digital learning game

HA Nguyen, H Stec, X Hou, S Di… - European Conference on …, 2023 - Springer
While open-ended self-explanations have been shown to promote robust learning in
multiple studies, they pose significant challenges to automated grading and feedback in …

Six instructional approaches supported in AIED systems

V Aleven, M Mavrikis, BM McLaren… - Handbook of artificial …, 2023 - elgaronline.com
Six instructional approaches supported in AIED systems 185 range of instructional
approaches that have been implemented and studied within the field of AIED. Our sampling …

Anchoring your bridge: The importance of paraphrasing to inference making in self-explanations

DS McNamara, N Newton, K Christhilf… - Discourse …, 2023 - Taylor & Francis
Analyzing constructed responses, such as think-alouds or self-explanations, can reveal
valuable information about readers' comprehension strategies. The current study expands …

The impact of gender in learning with games: A consistent effect in a math learning game

HA Nguyen, X Hou, JE Richey… - International Journal of …, 2022 - igi-global.com
There is an established gender gap in middle school math education, where female
students report higher anxiety and lower engagement, which negatively impact their …

How do players and developers of citizen science games conceptualize skill chains?

JA Miller, B Horn, M Guthrie, J Romano… - Proceedings of the …, 2021 - dl.acm.org
For citizen science games (CSGs) to be successful in advancing scientific research, they
must effectively train players. Designing tutorials for training can be aided through …

Exploring how gender and enjoyment impact learning in a digital learning game

X Hou, HA Nguyen, JE Richey, BM McLaren - Artificial Intelligence in …, 2020 - Springer
In digital learning games, do game mechanics that promote learning and those that promote
enjoyment have different effects on students' experience? Do males or females learn from or …

A comparison of machine learning algorithms for predicting student performance in an online mathematics game

JE Lee, A Jindal, SN Patki, A Gurung… - Interactive Learning …, 2023 - Taylor & Francis
This paper demonstrated how to apply Machine Learning (ML) techniques to analyze
student interaction data collected in an online mathematics game. Using a data-driven …

Methods for Language Learning Assessment at Scale: Duolingo Case Study.

L Portnoff, E Gustafson, J Rollinson, K Bicknell - International Educational Data …, 2021 - ERIC
Students using self-directed learning platforms, such as Duolingo, cannot be adequately
assessed relying solely on responses to standard learning exercises due to a lack of control …

Student profiles based on in‐game performance and help‐seeking behaviours in an online mathematics game

R Norum, JE Lee, E Ottmar… - British Journal of …, 2024 - Wiley Online Library
Well‐designed online educational games can improve students' math knowledge, skills and
engagement; however, more research is needed to understand how to formatively assess …