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Generating Educational Mobile Applications Using UIDPs Identified by Artificial Intelligence Techniques
Computer Standards & Interfaces ( IF 5 ) Pub Date : 2020-06-01 , DOI: 10.1016/j.csi.2019.103407
Laura Nely Sánchez-Morales , Giner Alor-Hernández , Viviana Yarel Rosales-Morales , Cesar Augusto Cortes-Camarillo , José Luis Sánchez-Cervantes

Abstract Commercial mobile devices vary in brand, size, and functionalities, but they all allow people to interact with educational applications. In software engineering, application development techniques, approaches, methodologies, and processes (e.g., BBD, FDD, RAD, DDD) are often time consuming, costly, or aim at expert developers – which implies that users outside the software development field (e.g., teachers) need great practice to become experienced application developers. This work proposes an artificial-intelligence-based process for generating educational mobile apps from freehand-generated images. The images’ design is based on User Interface Design Pattern (UIDP) representations. As a proof of concept, we introduce EduMatic, an application development tool. To test our process, we assessed Wiki-Comp, an application built with EduMatic, along with three other external educational applications: Khan Academy, Wiki encyclopedia, and Kiwix. According to the evaluation results, Wiki-Comp outstands in functionality, usability, and performance aspects.

中文翻译:

使用由人工智能技术识别的 UIDP 生成教育移动应用程序

摘要 商用移动设备在品牌、尺寸和功能方面各不相同,但它们都允许人们与教育应用程序进行交互。在软件工程中,应用程序开发技术、方法、方法论和流程(例如,BBD、FDD、RAD、DDD)通常是耗时、昂贵的,或者针对专家开发人员——这意味着软件开发领域之外的用户(例如,教师)需要大量练习才能成为有经验的应用程序开发人员。这项工作提出了一种基于人工智能的过程,用于从手绘生成的图像生成教育移动应用程序。图像的设计基于用户界面设计模式 (UIDP) 表示。作为概念证明,我们介绍了 EduMatic,一种应用程序开发工具。为了测试我们的流程,我们评估了 Wiki-Comp,这是一个使用 EduMatic 构建的应用程序,以及其他三个外部教育应用程序:可汗学院、维基百科全书和 Kiwix。根据评估结果,Wiki-Comp 在功能、可用性和性能方面均表现出色。
更新日期:2020-06-01
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