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Arigatō : effects of adaptive guidance on engagement and performance in augmented reality learning environmentsWeerasinghe Arachchillage, Anuradhi Maheshya W. ...Experiential learning (ExL) is the process of learning through experience or more specifically “learning through reflection on doing”. In this paper, we propose a simulation of these experiences, in ... Augmented Reality (AR), addressing the problem of language learning. Such systems provide an excellent setting to support “adaptive guidance”, in a digital form, within a real environment. Adaptive guidance allows the instructions and learning content to be customised for the individual learner, thus creating a unique learning experience. We developed an adaptive guidance AR system for language learning, we call Arigato (Augmented Reality Instructional ¯ Guidance & Tailored Omniverse), which offers immediate assistance, resources specific to the learner's needs, manipulation of these resources, and relevant feedback. Considering guidance, we employ this prototype to investigate the effect of the amount of guidance (fixed vs. adaptive-amount) and the type of guidance (fixed vs. adaptive-associations) on the engagement and consequently the learning outcomes of language learning in an AR environment. The results for the amount of guidance show that compared to the adaptive-amount, the fixed-amount of guidance group scored better in the immediate and delayed (after 7 days) recall tests. However, this group also invested a significantly higher mental effort to complete the task. The results for the type of guidance show that the adaptive-associations group outperforms the fixed-associations group in the immediate, delayed (after 7 days) recall tests, and learning efficiency. The adaptive-associations group also showed significantly lower mental effort and spent less time to complete the task.Source: IEEE transactions on visualization and computer graphics. - ISSN 1077-2626 (Vol. 28, iss. 11, 2022, str. 3737-3747)Type of material - article, component part ; adult, seriousPublish date - 2022Language - englishCOBISS.SI-ID - 120461827
Author
Weerasinghe Arachchillage, Anuradhi Maheshya W. |
Quigley, Aaron |
Čopič Pucihar, Klen |
Toniolo, Alice |
Miguel, Angela |
Kljun, Matjaž, računalništvo
Topics
experiential learning |
instructional guidance |
adaptive learning systems |
augmented reality |
engagement |
language Learning |
izkustveno učenje |
usmerjanje pri poučevanju |
prilagodljivi učni sistemi |
razširjena resničnost |
vključevanje |
učenje jezikov
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Database name | Field | Year |
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Weerasinghe Arachchillage, Anuradhi Maheshya W. | 52476 |
Quigley, Aaron | |
Čopič Pucihar, Klen | 31774 |
Toniolo, Alice | |
Miguel, Angela | |
Kljun, Matjaž, računalništvo | 24897 |
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