A study of user image search behavior based on log analysis

Zhijing Wu, Xiaohui Xie, Yiqun Liu*, Min Zhang, Shaoping Ma

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

7 引用 (Scopus)

摘要

Study of user behavior in Web search helps understand users’ search intents and improve the ranking quality of search results. To better understand user’s Web image search behavior in practical environment, we investigate user behavior by analyzing a query log collected in one week from a popular image search engine in China. We focus on individual query analyses, temporal distribution, click-through behavior on the search engine result pages (SERPs), and behaviors on preview pages. Compared to general Web search, image search users usually submit shorter query strings and their selections of query terms are more diverse. We find that there exists a huge difference among users in image search click-through behavior. Users are more likely to do exploratory search compared to that in general Web search. This finding may provide us some insights about users’ behavior in the context of image search. Our findings may also benefit multiple perspectives of image search, such as UI design, effectiveness evaluation, ranking algorithms, and etc.

源语言英语
主期刊名Information Retrieval - 23rd China conference, CCIR 2017, Proceedings
编辑Jianyun Nie, Tong Ruan, Tieyun Qian, Jirong Wen, Yiqun Liu
出版商Springer Verlag
69-80
页数12
ISBN(印刷版)9783319686981
DOI
出版状态已出版 - 2017
已对外发布
活动23rd China conference on Information Retrieval, CCIR 2017 - Shanghai, 中国
期限: 13 7月 201714 7月 2017

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
10390 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议23rd China conference on Information Retrieval, CCIR 2017
国家/地区中国
Shanghai
时期13/07/1714/07/17

指纹

探究 'A study of user image search behavior based on log analysis' 的科研主题。它们共同构成独一无二的指纹。

引用此

Wu, Z., Xie, X., Liu, Y., Zhang, M., & Ma, S. (2017). A study of user image search behavior based on log analysis. 在 J. Nie, T. Ruan, T. Qian, J. Wen, & Y. Liu (编辑), Information Retrieval - 23rd China conference, CCIR 2017, Proceedings (页码 69-80). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 10390 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-68699-8_6