可视化Web上的房地产信息

Theodore W. Hong
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引用次数: 5

摘要

我们已经设计并正在实现一个名为ReV (Real estate Visualiser)的系统,用于在万维网上搜索房地产列表。考虑到提供清单的大量不同的Web站点(每个站点都有自己的表示格式)以及属性空间本身的高维性,很难在Web上获得属性数据的全面单一视图。ReV通过使用语法归纳技术来自动学习解析来自新Web站点的页面并将它们的所有列表整理在一起,从而解决了这个问题。它使用基于地图的颜色编码技术可视化这个清单数据。这项工作汇集了信息可视化、机器学习和数据库集成领域的许多分支。我们还假设ReV将适用于从其他类型的Web数据中引入结构。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Visualizing real estate property information on the Web
We have designed and are implementing a system called ReV (Real estate Visualiser) for exploring real estate property listings on the World-Wide Web. Given the large number of different Web sites providing listings, each with its own presentation format, and the high dimensionality of the property space itself, it is difficult to obtain a comprehensive single view of property data on the Web. ReV addresses this problem by using grammar induction techniques to automatically learn to parse pages from new Web sites and collate all of their listings together. It them visualizes this listing data using a map based color coding technique. This work draws together a number of strands from the fields of information visualization, machine learning, and database integration. We also hypothesize that ReV will be adaptable to inducing structures from other types of Web data.
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