Is exploratory search different? A comparison of information search behavior for exploratory and lookup tasks
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A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
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Date
2016-11-01
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Language
en
Pages
17
2635-2651
2635-2651
Series
JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY, Volume 67, issue 11
Abstract
Exploratory search is an increasingly important activity yet challenging for users. Although there exists an ample amount of research into understanding exploration, most of the major information retrieval (IR) systems do not provide tailored and adaptive support for such tasks. One reason is the lack of empirical knowledge on how to distinguish exploratory and lookup search behaviors in IR systems. The goal of this article is to investigate how to separate the 2 types of tasks in an IR system using easily measurable behaviors. In this article, we first review characteristics of exploratory search behavior. We then report on a controlled study of 6 search tasks with 3 exploratory—comparison, knowledge acquisition, planning—and 3 lookup tasks—fact-finding, navigational, question answering. The results are encouraging, showing that IR systems can distinguish the 2 search categories in the course of a search session. The most distinctive indicators that characterize exploratory search behaviors are query length, maximum scroll depth, and task completion time. However, 2 tasks are borderline and exhibit mixed characteristics. We assess the applicability of this finding by reporting on several classification experiments. Our results have valuable implications for designing tailored and adaptive IR systems.Description
| openaire: EC/H2020/637991/EU//COMPUTED
Keywords
information needs, information seeking, search strategies
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Citation
Athukorala, K, Głowacka, D, Jacucci, G, Oulasvirta, A & Vreeken, J 2016, ' Is exploratory search different? A comparison of information search behavior for exploratory and lookup tasks ', JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY, vol. 67, no. 11, pp. 2635-2651 . https://doi.org/10.1002/asi.23617
