用图像增强网络搜索代理

Robert G. Capra, Jaime Arguello, Falk Scholer
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引用次数: 18

摘要

虽然图像通常用于购物和新闻等垂直领域的搜索结果显示,但网络搜索结果替代仍然主要是基于文本的。在本文中,我们展示了两个大规模用户研究的结果,以检验从底层网页提取图像增强基于文本的代理的效果。我们在单个代理级别和结果页面级别评估有效性和效率。此外,我们还研究了两个因素的影响:图像在表示潜在页面内容方面的良好性,以及结果页面上结果的多样性。我们的结果表明,在个体代理水平上,与纯文本代理相比,好的图像在判断准确性方面只提供了很小的好处,而判断时间则略有增加。在结果页面级别,与纯文本条件相比,具有良好图像的替代品具有相似的效果和效率。然而,在结果页面项具有多种感觉的情况下,带有图像的替代品比只有文本的替代品具有更高的点击精度。这些研究的结果显示了在网络搜索代理中使用图像的权衡,并强调了它们可以提供好处的特定情况。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Augmenting web search surrogates with images
While images are commonly used in search result presentation for vertical domains such as shopping and news, web search results surrogates remain primarily text-based. In this paper, we present results of two large-scale user studies to examine the effects of augmenting text-based surrogates with images extracted from the underlying webpage. We evaluate effectiveness and efficiency at both the individual surrogate level and at the results page level. Additionally, we investigate the influence of two factors: the goodness of the image in terms of representing the underlying page content, and the diversity of the results on a results page. Our results show that at the individual surrogate level, good images provide only a small benefit in judgment accuracy versus text-only surrogates, with a slight increase in judgment time. At the results page level, surrogates with good images had similar effectiveness and efficiency compared to the text-only condition. However, in situations where the results page items had diverse senses, surrogates with images had higher click precision versus text-only ones. Results of these studies show tradeoffs in the use of images in web search surrogates, and highlight particular situations where they can provide benefits.
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