Andrew Emerson

College of Engineering

Works (4)

Updated: July 5th, 2023 14:42

2021 article

Modeling Frustration Trajectories and Problem-Solving Behaviors in Adaptive Learning Environments for Introductory Computer Science

ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2021), PT II, Vol. 12749, pp. 355–360.

By: X. Tian *, J. Wiggins *, F. Fahid n, A. Emerson n, D. Bounajim n, A. Smith n , K. Boyer*, E. Wiebe n , B. Mott n, J. Lester n

author keywords: Frustration trajectory; Adaptive learning environments; Problem-solving behavior; Computer science education; Block-based programming
Sources: Web Of Science, NC State University Libraries
Added: November 28, 2022

2021 article

Multimodal Trajectory Analysis of Visitor Engagement with Interactive Science Museum Exhibits

ARTIFICIAL INTELLIGENCE IN EDUCATION (AIED 2021), PT II, Vol. 12749, pp. 151–155.

By: A. Emerson n, N. Henderson n, W. Min n , J. Rowe n, J. Minogue n & J. Lester n

author keywords: Museum learning; Visitor engagement; Multimodal trajectory; analytics
Sources: Web Of Science, NC State University Libraries
Added: November 28, 2022

2021 journal article

Predictive Student Modeling in Game-Based Learning Environments with Word Embedding Representations of Reflection

INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE IN EDUCATION, 31(1), 1–23.

By: M. Geden n, A. Emerson n, D. Carpenter n, J. Rowe n, R. Azevedo* & J. Lester n

author keywords: Student modeling; Early prediction; Game-based learning environments; Self-regulated learning; Reflection
TL;DR: A predictive student modeling framework that leverages natural language responses to in-game reflection prompts to predict student learning outcomes in a game-based learning environment for middle school microbiology, CRYSTAL ISLAND is presented. (via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education (Web of Science; OpenAlex)
Source: Web Of Science
Added: November 9, 2020

2020 journal article

Multimodal learning analytics for game-based learning

BRITISH JOURNAL OF EDUCATIONAL TECHNOLOGY, 51(5), 1505–1526.

By: A. Emerson*, E. Cloude*, R. Azevedo* & J. Lester*

TL;DR: The findings suggest that multimodal learning analytics can accurately predict students? (via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education (Web of Science; OpenAlex)
Source: Web Of Science
Added: July 20, 2020

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