Investigating the Usability of a Head-Mounted Display Augmented Reality Device in Elementary School Children

被引:14
作者
Lauer, Luisa [1 ]
Altmeyer, Kristin [2 ]
Malone, Sarah [2 ]
Barz, Michael [3 ,4 ]
Bruenken, Roland [2 ]
Sonntag, Daniel [3 ,4 ]
Peschel, Markus [1 ]
机构
[1] Saarland Univ, Dept Phys, Campus C6-3, D-66123 Saarbrucken, Germany
[2] Saarland Univ, Dept Educ, Campus A4-2, D-66123 Saarbrucken, Germany
[3] German Res Ctr Artificial Intelligence DFKI, Interact Machine Learning Dept, Stuhlsatzenhausweg 3, D-66123 Saarbrucken, Germany
[4] Oldenburg Univ, Appl Artificial Intelligence, Marie Curie Str 1, D-26129 Oldenburg, Germany
关键词
head-mounted displays; augmented reality; human activity recognition; usability; elementary education; CHALLENGES; EDUCATION; EMOTIONS;
D O I
10.3390/s21196623
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Augmenting reality via head-mounted displays (HMD-AR) is an emerging technology in education. The interactivity provided by HMD-AR devices is particularly promising for learning, but presents a challenge to human activity recognition, especially with children. Recent technological advances regarding speech and gesture recognition concerning Microsoft's HoloLens 2 may address this prevailing issue. In a within-subjects study with 47 elementary school children (2nd to 6th grade), we examined the usability of the HoloLens 2 using a standardized tutorial on multimodal interaction in AR. The overall system usability was rated "good". However, several behavioral metrics indicated that specific interaction modes differed in their efficiency. The results are of major importance for the development of learning applications in HMD-AR as they partially deviate from previous findings. In particular, the well-functioning recognition of children's voice commands that we observed represents a novelty. Furthermore, we found different interaction preferences in HMD-AR among the children. We also found the use of HMD-AR to have a positive effect on children's activity-related achievement emotions. Overall, our findings can serve as a basis for determining general requirements, possibilities, and limitations of the implementation of educational HMD-AR environments in elementary school classrooms.
引用
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页数:20
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