堵车:时间延迟如何影响搜索行为

David Maxwell, L. Azzopardi
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引用次数: 29

摘要

在本文中,我们研究了查询响应延迟和文档下载延迟如何影响搜索系统中的用户交互。在信息觅食理论和搜索经济理论的指导下,考虑并检验了在特定主题检索中存在延迟时搜索者行为的五个相互竞争的假设。对48名本科生进行了受试者间实验室研究。受试者被随机分配到四种不同延迟类型的环境中。当面对查询响应延迟时,受试者在每个查询中没有按预期检查更多文档。但是,当每次查询花费的总时间(延迟和查询时间的组合)增加时,受试者每次查询检查的文档确实更多。当面临文档下载延迟时,受试者并没有花更多的时间在文档中。然而,当受到查询和文档延迟时,受试者在文档中花费的时间更长。我们发现查询时间(与延迟无关)与主题之间的交互在提出的查询数量、检查的文档数量和主题进行的深度方面存在强烈而显著的相关性。这些发现与之前关于延迟如何影响搜索行为的研究形成对比,并表明该理论需要改进,以做出与搜索行为有关的更可信的预测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Stuck in traffic: how temporal delays affect search behaviour
In this paper we investigate how query response delays and document download delays affect user interactions within a search system. Guided by Information Foraging Theory and Search Economic Theory, five competing hypotheses relating to the behaviours of searchers in the presence of delays are considered and examined in the context of ad-hoc topic retrieval. A between-subjects laboratory study with 48 undergraduate subjects was conducted. Subjects were randomly assigned to one of four conditions that varied the type of delay experienced. When faced with query response delays, subjects did not examine more documents per query as expected. However, when the total amount of time spent per query (a combination of delay and querying time) increased, subjects did examine more documents per query. When faced with document download delays, subjects did not spent more time within documents. Subjects however did spend longer within documents when subjected to both query and document delays. We found a strong and significant correlation between query time (independent of delay) and the interactions of subjects in terms of the number of queries posed, the number of documents examined, and the depth to which subjects went. These findings contrast with previous works on how delays affect search behaviour, and suggest that the theory needs to be refined to make more credible predictions relating to search behaviours.
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