TY - JOUR
T1 - An Explorative Analysis of the Feasibility of Implementing Metacognitive Strategies in Self-Regulated Learning with the Conversational Agents
AU - Desai, Smit
AU - Chin, Jessie
N1 - Publisher Copyright:
© 2020 by Human Factors and Ergonomics Society. All rights reserved.
PY - 2020/12
Y1 - 2020/12
N2 - With the prevalence of commercially available conversational agents (CAs), little research examined the capacities and constraints of these devices to support adults to learn new information on their own. The article conducted systematic analysis on the commercially available CAs (using work domain analysis and literature review), synthesized the metacognitive strategies that have been implemented in the computer-based learning environments, and examined the feasibility to implement these strategies on CAs to support self-regulated learning. This study has implications on designing scalable evidence-based theory-driven educational applications to support users to learn new information on their own using the off-the-shelf devices.
AB - With the prevalence of commercially available conversational agents (CAs), little research examined the capacities and constraints of these devices to support adults to learn new information on their own. The article conducted systematic analysis on the commercially available CAs (using work domain analysis and literature review), synthesized the metacognitive strategies that have been implemented in the computer-based learning environments, and examined the feasibility to implement these strategies on CAs to support self-regulated learning. This study has implications on designing scalable evidence-based theory-driven educational applications to support users to learn new information on their own using the off-the-shelf devices.
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U2 - 10.1177/1071181320641112
DO - 10.1177/1071181320641112
M3 - Conference article
SN - 1071-1813
VL - 64
SP - 495
EP - 499
JO - Proceedings of the Human Factors and Ergonomics Society
JF - Proceedings of the Human Factors and Ergonomics Society
IS - 1
T2 - 64th International Annual Meeting of the Human Factors and Ergonomics Society, HFES 2020
Y2 - 5 October 2020 through 9 October 2020
ER -