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Structural analysis of user choices for mobile app recommendation

机译:用户选择移动应用推荐的结构分析

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摘要

Mobile apps are rapidly evolving due to ongoing improvements in smartphone technology. However, the use of mobile devices introduces some obstacles for rookie users. How should novice users locate suitable apps from a hierarchy of apps to accomplish different tasks? How should rival mobile apps with comparable operational services be effectively recommended to users? In efforts to improve app recommendation based on the interests and proclivities of users, Liu and colleagues present a structural user choice model (SUCM) for ascertaining the well-organized classification and viable associations between apps.
机译:由于智能手机技术的不断改进,移动应用程序正在迅速发展。但是,移动设备的使用给菜鸟用户带来了一些障碍。新手用户应如何从应用程序的层次结构中找到合适的应用程序以完成不同的任务?如何有效地向用户推荐具有可比运营服务的竞争对手移动应用程序?为了根据用户的兴趣和爱好来改进应用推荐,Liu和同事提出了一种结构化的用户选择模型(SUCM),用于确定组织良好的分类和应用之间的可行关联。

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