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 电气工程 操作系统 社会科学 人类学
作者
Yaxi Liu,Chunxiu Qin,Yulong Wang,Xubu Ma
出处
期刊:The Electronic Library [Emerald Publishing Limited]
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.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
张佳宁发布了新的文献求助10
1秒前
mkxk发布了新的文献求助10
4秒前
5秒前
Ttttttooooo完成签到 ,获得积分10
7秒前
8秒前
何1完成签到 ,获得积分10
8秒前
10秒前
fufu完成签到,获得积分10
10秒前
11秒前
牛哇ccc发布了新的文献求助10
11秒前
AAAAA发布了新的文献求助10
11秒前
cdercder应助尺素采纳,获得10
12秒前
12秒前
田様应助zhaoXIN采纳,获得10
12秒前
科研通AI6.3应助skopy采纳,获得10
13秒前
冰红粥完成签到,获得积分10
14秒前
激情的明杰完成签到,获得积分10
15秒前
调皮的巧凡完成签到,获得积分10
17秒前
wushangyu发布了新的文献求助10
17秒前
17秒前
19秒前
哈哈哈完成签到,获得积分10
19秒前
lonelycube完成签到,获得积分10
20秒前
LS完成签到 ,获得积分10
22秒前
biackgao发布了新的文献求助10
22秒前
23秒前
笨笨摇伽发布了新的文献求助10
24秒前
25秒前
ddd完成签到 ,获得积分10
27秒前
华仔应助腼腆的芷容采纳,获得10
28秒前
29秒前
29秒前
30秒前
Destiny完成签到,获得积分10
30秒前
华仔应助我看看怎么个事采纳,获得10
30秒前
30秒前
30秒前
30秒前
30秒前
XQQDD举报哈哈哈求助涉嫌违规
30秒前
高分求助中
Invited Discussant 63O and 64O 1000
Ideology and Meaning-Making under the Putin Regime 750
Petrology and Plate Tectonics 500
Writing Systems 500
A Handbook of User Experience Research & Design in Libraries 400
Understanding Modeling and Simulation of Polymerization Reactions 400
Direct and Iterative Linear System Solvers 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 计算机科学 化学工程 生物化学 物理 内科学 复合材料 催化作用 光电子学 物理化学 电极 细胞生物学 基因 遗传学
热门帖子
关注 科研通微信公众号,转发送积分 6901967
求助须知:如何正确求助?哪些是违规求助? 8596326
关于积分的说明 18250265
捐赠科研通 6302875
什么是DOI,文献DOI怎么找? 3062579
关于科研通互助平台的介绍 2083961
邀请新用户注册赠送积分活动 2040527