ViewSer: enabling large-scale remote user studies of web search examination and interaction

Dmitry Lagun, Eugene Agichtein
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引用次数: 60

Abstract

Web search behaviour studies, including eye-tracking studies of search result examination, have resulted in numerous insights to improve search result quality and presentation. Yet, eye tracking studies have been restricted in scale, due to the expense and the effort required. Furthermore, as the reach of the Web expands, it becomes increasingly important to understand how searchers around the world see and interact with the search results. To address both challenges, we introduce ViewSer, a novel methodology for performing web search examination studies remotely, at scale, and without requiring eye-tracking equipment. ViewSer operates by automatically modifying the appearance of a search engine result page, to clearly show one search result at a time as if through a "viewport", while partially blurring the rest and allowing the participant to move the viewport naturally with a computer mouse or trackpad. Remarkably, the resulting result viewing and clickthrough patterns agree closely with unrestricted viewing of results, as measured by eye-tracking equipment, validated by a study with over 100 participants. We also explore applications of ViewSer to practical search tasks, such as analyzing the search result summary (snip- pet) attractiveness, result re-ranking, and evaluating snippet quality. These experiments could have only be done previously by tracking the eye movements for a small number of subjects in the lab. In contrast, our study was performed with over 100 participants, allowing us to reproduce and extend previous findings, establishing ViewSer as a valuable tool for large-scale search behavior experiments.
ViewSer:允许大规模远程用户研究网络搜索、检查和交互
网络搜索行为研究,包括对搜索结果检查的眼球追踪研究,已经产生了许多改进搜索结果质量和呈现的见解。然而,由于费用和所需的努力,眼动追踪研究在规模上受到限制。此外,随着网络范围的扩大,了解世界各地的搜索者如何查看搜索结果并与之交互变得越来越重要。为了解决这两个挑战,我们引入了ViewSer,这是一种新的方法,用于远程、大规模地执行网络搜索检查研究,并且不需要眼球追踪设备。ViewSer通过自动修改搜索引擎结果页面的外观来运行,一次清楚地显示一个搜索结果,就像通过一个“视口”一样,同时部分模糊其余的,并允许参与者使用计算机鼠标或触控板自然地移动视口。值得注意的是,结果的浏览和点击模式与不受限制的浏览结果非常一致,这是由眼球追踪设备测量的,并得到了100多名参与者的验证。我们还探索了ViewSer在实际搜索任务中的应用,如分析搜索结果摘要(片段-宠物)的吸引力、结果重新排序和评估片段质量。这些实验以前只能通过跟踪实验室中少数受试者的眼球运动来完成。相比之下,我们的研究有超过100名参与者,允许我们复制和扩展以前的发现,建立ViewSer作为大规模搜索行为实验的有价值的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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