An analysis of queries intended to search information for children

Sergio Duarte Torres, D. Hiemstra, P. Serdyukov
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引用次数: 45

Abstract

Query logs contain valuable information about the behavior, interests, and preferences of the users. The analysis of this information can give insight in their interaction and search behavior. In this paper, we analyze queries and groups of queries intended to find information that is suitable for children by using a large-scale query log. The aim of the analysis it twofold: (i) To identify differences in the query space, content space, user sessions, and user click behavior. (ii) To enhance the query log by including annotations of queries, sessions and actions. The paper presents plans to use this resource for further research on information retrieval for children. We found statistically significant differences between the set of general purpose queries, and the set of children queries. We show that many of these differences are consistent with small-scale research studies in which children were observed while using web search engines.
为儿童搜索信息而对查询进行的分析
查询日志包含了用户的行为、兴趣和偏好等有价值的信息。对这些信息的分析可以洞察他们的互动和搜索行为。在本文中,我们分析查询和查询组,旨在通过使用大规模查询日志来查找适合儿童的信息。分析的目的有两个:(i)识别查询空间、内容空间、用户会话和用户点击行为的差异。(ii)通过添加查询、会话和操作注释来增强查询日志。本文提出了利用这一资源对儿童信息检索进行进一步研究的计划。我们发现在通用查询集和子查询集之间存在统计学上的显著差异。我们表明,这些差异中的许多与小型研究一致,这些研究是在使用网络搜索引擎时观察儿童的。
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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