Incorporating Widget Positioning in Interaction Models of Search Behaviour

Nirmal Roy, A. Câmara, David Maxwell, C. Hauff
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引用次数: 5

Abstract

Models developed to simulate user interactions with search interfaces typically do not consider the visual layout and presentation of a Search Engine Results Page (SERP). In particular, the position and size of interfacewidgets ---such as entity cards and query suggestions---are usually considered a negligible constant. In contrast, in this work, we investigate the impact of widget positioning on user behaviour. To this end, we focus on one specific widget: the Query History Widget (QHW). It allows users to see (and thus reflect) on their recently issued queries. We build a novel simulation model based on Search Economic Theory (SET) that considers how users behave when faced with such a widget by incorporating its positioning on the SERP. We derive five hypotheses from our model and experimentally validate them based on user interaction data gathered for an ad-hoc search task, run across five different placements of the \qhw on the SERP. We find partial support for three of the five hypotheses, and indeed observe that a widget's location has a significant impact on search behaviour.
在搜索行为的交互模型中加入小部件定位
为模拟用户与搜索界面的交互而开发的模型通常不考虑搜索引擎结果页面(SERP)的可视化布局和表示。特别是,接口小部件(如实体卡和查询建议)的位置和大小通常被认为是可以忽略不计的常数。相反,在这项工作中,我们研究了小部件定位对用户行为的影响。为此,我们关注一个特定的小部件:Query History widget (QHW)。它允许用户查看(从而反映)他们最近发出的查询。我们基于搜索经济理论(SET)建立了一个新的模拟模型,该模型考虑了用户在面对这样一个小部件时的行为,通过将其在SERP上的定位结合起来。我们从我们的模型中得出了五个假设,并基于为特定搜索任务收集的用户交互数据进行了实验验证,这些数据在SERP上\qhw的五个不同位置上运行。我们找到了五个假设中的三个的部分支持,并且确实观察到小部件的位置对搜索行为有重大影响。
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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