Evaluation of Mobile Interfaces as an Optimization Problem
Evaluation of Mobile Interfaces as an Optimization Problem
复制标题
将移动界面评估为优化问题
DOI：
10.1016/j.procs.2017.08.234
复制
发表时间：
2017
影响因子：
2.1
通讯作者：
M. Abed
中科院分区：
文献类型：
--
作者：
Ines Gasmi;M. Soui;Mabrouka Chouchane;M. Abed
移动应用程序越来越无处不在（在家里，在工作场所，在公共场所等）。学术界和工业界对移动用户界面生成的设计方法和工具进行了许多研究。然而，对这种界面的评价在文献中是相对较少的命题和研究对象。现有的评价方法多采用问卷、调查、眼动追踪等方式对移动界面进行评价。这些方法是耗时且容易出错的任务。事实上，使用检测规则是目前广泛应用的MUI质量评估方法之一。但是，手工定义这些方法仍然是一项艰巨的任务。在这种情况下，我们定义了一种方法来生成评估移动界面质量的评估规则。为此，我们将评估规则的生成视为一个单目标技术问题，其目标是找到最大化移动界面质量的最佳规则。我们在四个移动应用程序上评估了我们的方法。本研究是围绕android移动设备设计的。实验结果证实了该方法的有效性，平均准确率和召回率均在70%以上。
Mobile applications are more and more present everywhere (at home, at work, in public places, etc.). Many academic and industrial studies are conducted about design methods and tools for mobile user interface generation. However, the evaluation of such interfaces is object of relatively few propositions and studies in the literature. The existing evaluation methods are widely based on a questionnaire, survey, eye tracking, etc. to assess mobile interface. These methods are time-consuming, error-prone task. In fact, one of the widely used methods to assess quality of MUI is using detection rules. But, the manual definition of these methods is still a difficult task. In this context, we define a method that generates evaluation rules for assessing the quality of mobile interfaces. To this end, we consider the generation of evaluation rules as a mono-objective technique problem where the goal is to find the best rules maximizing the quality of mobile interfaces. We evaluate our approach on four mobile applications. This study was designed around the android mobile devices. The obtained results confirm the efficiency of our technique with an average of more than 70% of precision and recall.