Moments of Interest: A novel cloud-based crowdsourcing application enhancing smart tourism recommendations

Aristea Kontogianni, Efthymios Alepis
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引用次数: 3

Abstract

In the modern era where the tourism industry continues to grow and contribute both socially and economically at global scale, a demanding need to boost the tourism sector through IT arises. This need along with recent, technology driven, behavior patterns where users, with the use of their smartphones capture a wide number of images daily has led to the proposal of a new concept namely “Moments of Interest” (MOIs). This novel concept is realized on an innovative mobile application that aims at offering personalized recommendations to tourists based on special “moments” residing in user captured images. In order to achieve this, image labeling through machine learning is utilized and a novel cloud-based “Memories Database” is created.
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Moments of Interest:一款新颖的基于云的众包应用程序,增强了智能旅游推荐功能
在旅游业持续增长并在全球范围内为社会和经济作出贡献的现代,迫切需要通过信息技术促进旅游业的发展。这种需求以及最近的技术驱动的行为模式,用户使用智能手机每天捕获大量图像,导致了一个新概念的提出,即“兴趣时刻”(MOIs)。这个新颖的概念是在一个创新的移动应用程序上实现的,该应用程序旨在根据用户捕获的图像中的特殊“时刻”向游客提供个性化推荐。为了实现这一点,利用机器学习的图像标记,并创建了一个新的基于云的“记忆数据库”。
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