A Study of Immediate Requery Behavior in Search

Haotian Zhang, Mustafa Abualsaud, Mark D. Smucker
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引用次数: 8

Abstract

When search results fail to satisfy users» information needs, users often reformulate their search query in the hopes of receiving better results. In many cases, users immediately requery without clicking on any search results. In this paper, we report on a user study designed to investigate the rate at which users immediately reformulate at different levels of search quality. We had users search for answers to questions as we manipulated the placement of the only relevant document in a ranked list of search results. We show that as the quality of search results decreases, the probability of immediately requerying increases. We find that users can quickly decide to immediately reformulate, and the time to immediately reformulate appears to be independent of the quality of the search results. Finally, we show that there appears to be two types of users. One group has a high probability of immediately reformulating and the other is unlikely to immediately reformulate unless no relevant documents can be found in the search results. While requerying takes time, it is the group of users who are more likely to immediately requery that are able to able find answers to questions the fastest.
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搜索中即时查询行为的研究
当搜索结果不能满足用户的信息需求时,用户通常会重新定义他们的搜索查询,希望得到更好的结果。在许多情况下,用户无需点击任何搜索结果即可立即进行查询。在本文中,我们报告了一项用户研究,旨在调查用户在不同搜索质量水平上立即重新制定搜索规则的速度。我们让用户搜索问题的答案,同时在搜索结果的排名列表中操纵唯一相关文档的位置。我们表明,随着搜索结果质量的降低,立即查询的概率增加。我们发现,用户可以很快决定立即重新制定,而立即重新制定的时间似乎与搜索结果的质量无关。最后,我们展示了似乎有两种类型的用户。一组具有立即重新制定的高概率,而另一组不太可能立即重新制定,除非在搜索结果中找不到相关文件。虽然查询需要时间,但更有可能立即查询的用户组能够最快地找到问题的答案。
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