基于密度聚类的Android用户界面构件推荐方法与实现

移动应用有着交互密集的特点,这使得界面设计的质量成为影响用户评价的重要因素。在设计界面时,设计人员往往需要参考已有类似的应用界面,而手工查找非常耗时,如果能够基于主题获得常用的页面设计模版,就可以有效提高设计的效率。针对以上问题,面向移动应用人机界面进行设计,提出一种用户界面分析和生成的方法,在已有Android界面收集平台的基础上,基于界面信息建立倒排索引来提供获取相同主题的用户界面的方法,应用密度聚类算法对用户界面中的类似控件进行聚类,再通过组合的方式生成推荐方法给用户。将该方法的设计辅助工具实现为一个Eclipse插件,通过实验中生成的用户界面可复用代码,展示了本方法的检索准确性和实用性,可应用于Android移动应用的界面开发。所提方法具有一定的实际意义。

Approach and implementation of Android UI component recommendation based on DBSCAN

Mobile application has the characteristic of interaction dense, which makes UI design become the important factor affecting user evaluation. In designing the UI, the designers often refer to the existing similar application interfaces, but manual look up is much time-consuming. If the common page design model can be obtained based on the subject, it will improve the design efficiency effectively. Aiming at the above problems, in order to design mobile application human-computer interface, a UI analysis and generation method is provided. The UI for obtaining the same subject is provided based on the existing Android interface collection platform and the interface information, and the similar controls in UI is clustered with density-cluster algorithm, then the recommendation method can be given to the users through combination. The design auxiliary means for the method is packed into an Eclipse plug-in. The UI code from the experiment is reusable, which shows the searching accuracy and practicability of the method, and it can be used in Android mobile application interface development. The provided has certain practical meaning.