使用结果页上下文评估搜索系统

P. Bailey, Nick Craswell, Ryen W. White, Liwei Chen, A. Satyanarayana, S. Tahaghoghi
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引用次数: 24

摘要

我们将介绍一种方法,用于在Web搜索结果页面的上下文中评估Web搜索结果页面中所有可见组件的相关性。与克兰菲尔德风格的评估方法相反,我们的方法认识到用户的初始搜索交互是与搜索系统产生的结果页面,而不是从它链接的着陆页面。我们的主要贡献是,该方法使我们能够调查难以或不可能单独判断的组件相关性方面。这些上下文方面包括组件级信息冗余和跨组件一致性。我们报告了该方法如何补充传统的文档相关性测量及其对跨多个搜索引擎的比较相关性评估的支持。我们还研究了应用该方法可能出现的问题,包括品牌呈现效应、评委之间的共识,以及与基于文档的相关性判断的比较。我们的研究结果表明,这是评估与搜索系统交互的主要用户体验的有用方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluating search systems using result page context
We introduce a method for evaluating the relevance of all visible components of a Web search results page, in the context of that results page. Contrary to Cranfield-style evaluation methods, our approach recognizes that a user's initial search interaction is with the result page produced by a search system, not the landing pages linked from it. Our key contribution is that the method allows us to investigate aspects of component relevance that are difficult or impossible to judge in isolation. Such contextual aspects include component-level information redundancy and cross-component coherence. We report on how the method complements traditional document relevance measurement and its support for comparative relevance assessment across multiple search engines. We also study possible issues with applying the method, including brand presentation effects, inter-judge agreement, and comparisons with document-based relevance judgments. Our findings show this is a useful method for evaluating the dominant user experience in interacting with search systems.
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