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The Dynamics of Interactive Information Retrieval, Part Ⅱ: An Empirical Study From the Activity Theory Perspective

机译:交互式信息检索的动力学,第二部分:基于活动理论的实证研究

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摘要

Human information-seeking behavior is complicated. Activity theory is a powerful theoretical instrument to untangle the "complications." Based on activity theory, a comprehensive framework is proposed in Part I (Y. Xu, 2007) of this report to describe interactive information retrieval (MR) behavior. A set of propositions is also proposed to describe the mechanisms governing users' cognitive activity and the interaction between users' cognitive states and manifested retrieval behavior. An empirical study is carried out to verify the propositions. The authors' experimental simulation of 81 participants in one search session indicates the propositions are largely supported. Their findings indicate MR behavior is planned. Users adopt a divide-and-conquer strategy in information retrieval. The planning of information retrieval activity is also partially manifested in query revision tactics. Users learn from previously read documents. A user's interaction with a system ultimately changes the user's information need and the resulting relevance judgment, but the dynamics of topicality perception and novelty perception occur at different paces.
机译:人类寻求信息的行为很复杂。活动理论是解决“并发症”的有力理论工具。基于活动理论,本报告的第一部分(Y. Xu,2007)提出了一个综合框架来描述交互式信息检索(MR)行为。还提出了一组命题来描述控制用户认知活动的机制以及用户认知状态与表现出的检索行为之间的相互作用。进行了一项实证研究以验证这些命题。作者对一个搜索会话中的81位参与者进行的实验模拟表明,该命题得到了很大的支持。他们的发现表明MR行为是有计划的。用户在信息检索中采用分而治之的策略。信息检索活动的计划也部分体现在查询修订策略中。用户从以前阅读的文档中学习。用户与系统的交互最终会改变用户的信息需求以及由此产生的相关性判断,但是时事性感知和新颖性感知的动态变化会以不同的速度发生。

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