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A Study on Recommendation Systems in Location Based Social Networking

机译:基于位置的社交网络推荐系统研究

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Smart devices in the hands of people are revolutionizing the social lifestyle of one's self. Everyone across the world are using smart devices linked to their social networking activities one such activity is to share location data by uploading the tagged media content like photos, videos. The data is of surroundings, events attended/attending and travel experiences. Users share their experiences at a given location through localization techniques. ?Using such data from social networks an attempt is made to analyse tagged media content to acquire information on user context, individual’s interests, tastes, behaviours and derive meaningful relationships amongst them are referred to as Location Based Social Networks (LBSNs). The resulting information can be used to market a product and to improve business, as well recommend a travel and plan an itinerary. This paper presents a comprehensive survey of recommended systems for LBSNs covering the concepts of LBSNs, terminologies of LBSN and various recommendation systems.
机译:人们手中的智能设备正在彻底改变一个人的社交生活方式。世界各地的每个人都在使用与他们的社交网络活动链接的智能设备,其中一种活动是通过上传标记的媒体内容(例如照片,视频)来共享位置数据。数据包括环境,参加/出席的事件和旅行经历。用户通过本地化技术在给定位置分享他们的经验。使用来自社交网络的此类数据,尝试分析标记的媒体内容,以获取有关用户上下文,个人兴趣,喜好,行为的信息,并在它们之间获取有意义的关系,这被称为基于位置的社交网络(LBSN)。由此产生的信息可用于营销产品和改善业务,以及推荐旅行和计划行程。本文对LBSN的推荐系统进行了全面的调查,涵盖了LBSN的概念,LBSN的术语以及各种推荐系统。

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