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Intelligent travel information platform based on location base services to predict user travel behavior from user-generated GPS traces

机译:基于位置服务的智能旅行信息平台,可根据用户生成的GPS轨迹预测用户的旅行行为

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摘要

In recent past, social networking has received great attention and millions of geo tagged photos are placed online on different social networks websites like flicker, Facebook and Instagram. According to this, people used to share their photos and share their travel experience over social media. However, photos themselves has a lot of hidden information to share like position, time etc. We presented a new technique related to location travel for tourist by looking on to their time and preference needs. We used to acquire its preference based on his or her past time in one city and based on this information recommend another city. We executed certain experiments to support our technique and acquire data-set from publically available flicker database. Simulation results have revealed that our travel recommendation system has been devised according to user needs and outperformed other previous travel and recommendation methods.
机译:在最近的过去,社交网络受到了极大的关注,数百万带有地理标签的照片被在线放置在不同的社交网络网站上,例如忽悠,Facebook和Instagram。据此,人们过去常常通过社交媒体分享他们的照片并分享他们的旅行经历。但是,照片本身具有很多隐藏的信息,可以共享位置,时间等信息。我们根据游客的时间和喜好需求,提出了一种与旅行者出行相关的新技术。我们过去常常根据他或她过去在一个城市中的时间来获得偏好,并根据此信息推荐另一个城市。我们执行了一些实验来支持我们的技术,并从公开可用的闪烁数据库中获取数据集。仿真结果表明,我们的旅行推荐系统是根据用户需求设计的,其性能优于以前的其他旅行和推荐方法。

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