Jiwon Kim;Jack Miller;Kexin Wang;Michael C. Dorneich;Eliot Winer;Lori J. Brown
{"title":"Empowering Instructors: Augmented Reality Authoring Toolkit for Aviation Weather Education","authors":"Jiwon Kim;Jack Miller;Kexin Wang;Michael C. Dorneich;Eliot Winer;Lori J. Brown","doi":"10.1109/TLT.2024.3486630","DOIUrl":null,"url":null,"abstract":"This study introduces an augmented reality (AR) authoring tool tailored for flight instructors without technical expertise. While AR offers potential in aviation weather education and instructors desire to use it in the classroom, they face challenges due to limited digital proficiency and complexity of authoring tools. Many existing AR authoring tools prioritize technical aspects over user experience. To address these challenges, a no-programming-required AR authoring tool was developed based on instructor-informed requirements, such as incorporating features of flight waypoints and weather phenomena. A total of 41 participants tested the tool by crafting three AR learning modules. After using the tool, there was a significant increase in participants’ confidence in AR content creation (+30%), AR authoring process (+51%), and interactive AR development (+50%). In addition, there was a significant decrease in their concerns about technical complexity (–19%), mental effort (–30%), and time consumption (–30%). Participants rated the incorporated functions highly preferable and indicated the tool has high usability. Participants completed the most challenging task quickly and with a low cognitive load. The findings demonstrate the tool's effectiveness in enabling participants to competently and efficiently author AR content, reducing technical concerns. Such tools can facilitate the integration of AR technology into the classroom, offering students improved access to interactive 3-D visualizations of dynamic subjects, such as aviation weather, which require students to mentally visualize weather conditions and understand their manifestations.","PeriodicalId":49191,"journal":{"name":"IEEE Transactions on Learning Technologies","volume":"17 ","pages":"2195-2206"},"PeriodicalIF":2.9000,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Learning Technologies","FirstCategoryId":"95","ListUrlMain":"https://ieeexplore.ieee.org/document/10739385/","RegionNum":3,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0
Abstract
This study introduces an augmented reality (AR) authoring tool tailored for flight instructors without technical expertise. While AR offers potential in aviation weather education and instructors desire to use it in the classroom, they face challenges due to limited digital proficiency and complexity of authoring tools. Many existing AR authoring tools prioritize technical aspects over user experience. To address these challenges, a no-programming-required AR authoring tool was developed based on instructor-informed requirements, such as incorporating features of flight waypoints and weather phenomena. A total of 41 participants tested the tool by crafting three AR learning modules. After using the tool, there was a significant increase in participants’ confidence in AR content creation (+30%), AR authoring process (+51%), and interactive AR development (+50%). In addition, there was a significant decrease in their concerns about technical complexity (–19%), mental effort (–30%), and time consumption (–30%). Participants rated the incorporated functions highly preferable and indicated the tool has high usability. Participants completed the most challenging task quickly and with a low cognitive load. The findings demonstrate the tool's effectiveness in enabling participants to competently and efficiently author AR content, reducing technical concerns. Such tools can facilitate the integration of AR technology into the classroom, offering students improved access to interactive 3-D visualizations of dynamic subjects, such as aviation weather, which require students to mentally visualize weather conditions and understand their manifestations.
本研究介绍了一种为没有专业技术知识的飞行教员量身定制的增强现实(AR)创作工具。虽然增强现实技术在航空气象教育方面具有潜力,教员们也希望在课堂上使用这种技术,但由于数字技术能力有限和制作工具的复杂性,他们面临着挑战。许多现有的 AR 制作工具都将技术方面的问题置于用户体验之上。为了应对这些挑战,我们根据教员提出的要求,开发了一种无需编程的 AR 创作工具,例如将飞行航点和天气现象的特征融入其中。共有 41 名学员通过制作三个 AR 学习模块对该工具进行了测试。使用该工具后,学员在 AR 内容创建(+30%)、AR 创作过程(+51%)和交互式 AR 开发(+50%)方面的信心有了显著提高。此外,他们对技术复杂性(-19%)、脑力劳动(-30%)和时间消耗(-30%)的担忧也明显减少。参与者对纳入的功能给予了很高的评价,并表示该工具具有很高的可用性。参与者以较低的认知负荷快速完成了最具挑战性的任务。研究结果表明,该工具能够有效地帮助参与者胜任并高效地编写 AR 内容,减少了技术方面的顾虑。这种工具可以促进 AR 技术与课堂的整合,为学生提供更好的机会,使他们能够获得动态主题的交互式三维可视化内容,例如航空天气,这需要学生在头脑中将天气状况可视化并理解其表现形式。
期刊介绍:
The IEEE Transactions on Learning Technologies covers all advances in learning technologies and their applications, including but not limited to the following topics: innovative online learning systems; intelligent tutors; educational games; simulation systems for education and training; collaborative learning tools; learning with mobile devices; wearable devices and interfaces for learning; personalized and adaptive learning systems; tools for formative and summative assessment; tools for learning analytics and educational data mining; ontologies for learning systems; standards and web services that support learning; authoring tools for learning materials; computer support for peer tutoring; learning via computer-mediated inquiry, field, and lab work; social learning techniques; social networks and infrastructures for learning and knowledge sharing; and creation and management of learning objects.