地理网络搜索引擎的高效查询处理

Yen-Yu Chen, Torsten Suel, Alexander Markowetz
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引用次数: 378

摘要

地理web搜索引擎允许用户通过将查询集中在特定地理区域上,以直观的方式约束和排序搜索结果。地理搜索技术,也被称为本地搜索,最近引起了各大搜索引擎公司的极大兴趣。该领域的学术研究主要集中在从网络中提取地理知识的技术上。本文研究了可扩展地理搜索引擎中的高效查询处理问题。查询处理是标准web搜索引擎的主要瓶颈,也是主要引擎使用数千台机器的主要原因。地理搜索引擎查询处理的不同之处在于,它需要结合文本和空间数据处理技术。我们提出了几种有效的地理搜索引擎查询处理算法,将它们集成到现有的web搜索查询处理器中,并在大量真实数据和查询痕迹上对它们进行了评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient query processing in geographic web search engines
Geographic web search engines allow users to constrain and order search results in an intuitive manner by focusing a query on a particular geographic region. Geographic search technology, also called local search, has recently received significant interest from major search engine companies. Academic research in this area has focused primarily on techniques for extracting geographic knowledge from the web. In this paper, we study the problem of efficient query processing in scalable geographic search engines. Query processing is a major bottleneck in standard web search engines, and the main reason for the thousands of machines used by the major engines. Geographic search engine query processing is different in that it requires a combination of text and spatial data processing techniques. We propose several algorithms for efficient query processing in geographic search engines, integrate them into an existing web search query processor, and evaluate them on large sets of real data and query traces.
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