Multilingual Search User Behaviors - Exploring Multilingual Querying and Result Selection Through Crowdsourcing

被引:46
作者
Lowe, Ryan [1 ]
Steichen, Ben [1 ]
机构
[1] Santa Clara Univ, 500 El Camino Real, Santa Clara, CA 95053 USA
来源
PROCEEDINGS OF THE 25TH CONFERENCE ON USER MODELING, ADAPTATION AND PERSONALIZATION (UMAP'17) | 2017年
关键词
Multilingual Search; Multilingual User Characteristics; User Study; Personalized Search; Crowd-Sourcing;
D O I
10.1145/3079628.3079702
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The unprecedented increase in online search user diversity across the globe has led to new challenges for search engine providers. In particular, among these challenges is the need to better support individuals who are proficient in multiple languages. To investigate this particular user characteristic, this paper presents an analysis of multilingual search user behaviors through a series of large-scale studies using crowdsourcing. Results show that multilingual users make significant use of each of their languages when searching, and that there are significant differences in behaviors between querying and result selection. In addition, results show that language use strongly depends on a number of task factors and individual user characteristics. These results are discussed in terms of building novel adaptive multilingual search solutions that better support and adapt to users who have multiple language abilities.
引用
收藏
页码:303 / 307
页数:5
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