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Users’ search performance prediction in cross-device search

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成果类型:
期刊论文
作者:
Wu, Dan;Dong, Jing;Yuan, Fang;Cheng, Lei
通讯作者:
Jing Dong
作者机构:
[Cheng, Lei; Wu, Dan] Wuhan Univ, Sch Informat Management, Wuhan, Peoples R China.
[Wu, Dan] Wuhan Univ, Ctr Studies Human Comp Interact & User Behav, Wuhan, Peoples R China.
[Dong, Jing] Cent China Normal Univ, Sch Informat Management, 152 Luoyu Rd, Wuhan 430079, Peoples R China.
[Yuan, Fang] Sun Yat Sen Univ Lib, Guangzhou, Peoples R China.
通讯机构:
[Jing Dong] S
School of Information Management, Central China Normal University, China
语种:
英文
关键词:
Users' search performance;cross-device search;search performance evaluation;prediction;relevance judgment
期刊:
Journal of Librarianship and Information Science
ISSN:
0961-0006
年:
2023
卷:
55
期:
2
页码:
464 - 477
基金类别:
National Social Science Foundation of China [19ZDA341]
机构署名:
本校为其他机构
院系归属:
信息管理学院
摘要:
Users' search performance indicates the effectiveness and success with which users' information needs are met, which is calculated based on the relevance judgment by users themselves. This study proposed to explore the prediction of users' search performance in the context of cross-device search. A user experiment was performed to collect users' relevance judgments and search behaviors in cross-device search. Based on users' relevance judgments, users' search performance was evaluated by calculating the percentage of valid clicks, effective search time, nDCG@n, and satisfaction. A simple linea...

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