TY - GEN
T1 - Unconscious physiological effects of search latency on users and their click behaviour
AU - Barreda-Ángeles, Miguel
AU - Arapakis, Ioannis
AU - Bai, Xiao
AU - Cambazoglu, B. Barla
AU - Pereda-Baños, Alexandre
PY - 2015/8/9
Y1 - 2015/8/9
N2 - Understanding the impact of a search system's response latency on its users' searching behaviour has been recently an active research topic in the information retrieval and humancomputer interaction areas. Along the same line, this paper focuses on the user impact of search latency and makes the following two contributions. First, through a controlled experiment, we reveal the physiological effects of response latency on users and show that these effects are present even at small increases in response latency. We compare these effects with the information gathered from self-reports and show that they capture the nuanced attentional and emotional reactions to latency much better. Second, we carry out a large-scale analysis using a web search query log obtained from Yahoo to understand the change in the way users engage with a web search engine under varying levels of increasing response latency. In particular, we analyse the change in the click behaviour of users when they are subject to increasing response latency and reveal significant behavioural differences.
AB - Understanding the impact of a search system's response latency on its users' searching behaviour has been recently an active research topic in the information retrieval and humancomputer interaction areas. Along the same line, this paper focuses on the user impact of search latency and makes the following two contributions. First, through a controlled experiment, we reveal the physiological effects of response latency on users and show that these effects are present even at small increases in response latency. We compare these effects with the information gathered from self-reports and show that they capture the nuanced attentional and emotional reactions to latency much better. Second, we carry out a large-scale analysis using a web search query log obtained from Yahoo to understand the change in the way users engage with a web search engine under varying levels of increasing response latency. In particular, we analyse the change in the click behaviour of users when they are subject to increasing response latency and reveal significant behavioural differences.
KW - Click behaviour
KW - Physiological signals
KW - Query log analysis
KW - Response latency
KW - User behaviour
KW - User study
KW - Web search engine
UR - http://www.scopus.com/inward/record.url?scp=84953739365&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84953739365&partnerID=8YFLogxK
U2 - 10.1145/2766462.2767719
DO - 10.1145/2766462.2767719
M3 - Conference contribution
AN - SCOPUS:84953739365
T3 - SIGIR 2015 - Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval
SP - 203
EP - 212
BT - SIGIR 2015 - Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval
PB - Association for Computing Machinery, Inc
T2 - 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2015
Y2 - 9 August 2015 through 13 August 2015
ER -