重新思考聚类标记在web映射中的使用和经验

Loïc Fürhoff
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引用次数: 1

摘要

虽然在一些研究中提到了“太多标记”的概念,但在实践中,在二维网络地图上以可接受的可用性显示数百个兴趣点(POI)仍然是一个真正的挑战。Web从业者经常过度使用集群聚合来克服性能瓶颈,但没有成功解决感知性能的问题。本文试图通过识别描述聚类的一般现实的样本问题来带来广泛的认识,并提供潜在技术优化的实用调查。最后,我们讨论了技术的使用和缺乏文档化的客户机-服务器工作流,以及需要扩大我们对各种减少混乱方法的视野。
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Rethinking the usage and experience of clustering markers in web mapping
Although the notion of ‘too many markers’ have been mentioned in several research, in practice, displaying hundreds of Points of Interests (POI) on a web map in two dimensions with an acceptable usability remains a real challenge. Web practitioners often make an excessive use of clustering aggregation to overcome performance bottlenecks without successfully resolving issues of perceived performance. This paper tries to bring a broad awareness by identifying sample issues which describe a general reality of clustering, and provide a pragmatic survey of potential technologies optimisations. At the end, we discuss the usage of technologies and the lack of documented client-server workflows, along with the need to enlarge our vision of the various clutter reduction methods.
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