Exploratory search in information systems: a systematic review

探索性搜索 探索性研究 计算机科学 独创性 数据科学 快照(计算机存储) 信息系统 信息搜寻 知识管理 管理科学 万维网 情报检索 定性研究 工程类 社会学 社会科学 人类学 电气工程 操作系统
作者
Yaxi Liu,Chunxiu Qin,Yulong Wang,Xubu Ma
出处
期刊:The Electronic Library [Emerald (MCB UP)]
卷期号:42 (2): 308-339
标识
DOI:10.1108/el-11-2023-0264
摘要

Purpose Exploratory search activities are ubiquitous in various information systems. Much potentially useful or even serendipitous information is discovered during the exploratory search process. Given its irreplaceable role in information systems, exploratory search has attracted growing attention from the information system community. Since few studies have methodically reviewed current publications, researchers and practitioners are unable to take full advantage of existing achievements, which, in turn, limits their progress in this field. Through a literature review, this study aims to recapitulate important research topics of exploratory search in information systems, providing a research landscape of exploratory search. Design/methodology/approach Automatic and manual searches were performed on seven reputable databases to collect relevant literature published between January 2005 and July 2023. The literature pool contains 146 primary studies on exploratory search in information system research. Findings This study recapitulated five important topics of exploratory search, namely, conceptual frameworks, theoretical frameworks, influencing factors, design features and evaluation metrics. Moreover, this review revealed research gaps in current studies and proposed a knowledge framework and a research agenda for future studies. Originality/value This study has important implications for beginners to quickly get a snapshot of exploratory search studies, for researchers to re-align current research or discover new interesting issues, and for practitioners to design information systems that support exploratory search.
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