使用地理围栏向露天博物馆游客提供个性化内容

R. Ivanov, Victoria Velkova
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引用次数: 2

摘要

本文介绍了一种为露天博物馆游客提供个性化内容的服务的体系结构和实现。该服务使用推送通知来传递该内容。通知可以发送给所有访客或个性化-一组访客或特定访客。服务部门根据游客的位置和个人资料(随着时间的推移,这些资料是动态建立的)对游客进行分类。对于游客的地理空间分割,使用地理围栏-每个游客被分配到一个片段,对应于一个特定的地理区域-开放空间或展览的一部分。这项服务可以通过游客的GPS坐标或估计他们与蓝牙低功耗(BLE)信标的距离来定位游客。地理围栏被描述为多边形或圆形。地理空间分割是使用NoSQL数据库MongoDB实现的,MongoDB具有处理地理空间查询的内置功能。根据个人资料的不同,每个访问者可以分为一个或几个部分:专业研究人员、非专业研究人员、灵感寻求者、临时访问者和残疾访问者。对于每个访问者,根据分配给访问者的部分,提供个性化的内容。进行了必要的实验和分析,以证明该服务对实时交付个性化内容的适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Delivering Personalized Content to Open-air Museum Visitors Using Geofencing
This paper presents the architecture and implementation of a service that delivers personalized content to open-air museum visitors. The service uses push notifications to deliver this content. Notifications can be delivered to all visitors or personalized - to a group of visitors or to a specific visitor. The service segments museum visitors according to their location and their profile, which is built dynamically over time. For the geospatial segmentation of visitors, geofencing is used - each visitor is assigned to a segment that corresponds to a specific geographic area - part of an open space or exhibit. The service allows localization of visitors by their GPS coordinates or by estimating their distance from Bluetooth Low Energy (BLE) beacons. The geofences are described as a polygons or circles. Geospatial segmentation is implemented using a NoSQL database MongoDB, which has built-in capabilities for working with geospatial queries. Depending on the profile, each visitor falls into one or several segments: professional researcher, non-professional researcher, inspiration seeker, casual visitor, and visitors with disabilities. For each visitor, personalized content is delivered, depending on the segments to which the visitor is assigned. The necessary experiments have been conducted and analyzed to prove the applicability of the service for real-time delivery of personalized content.
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