This paper examines the reliability of implicit feedback generated from clickthrough data in WWW search. Analyzing the users' decision process using eyetracking and comparing …
As information becomes more ubiquitous and the demands that searchers have on search systems grow, there is a need to support search behaviors beyond simple lookup …
This article examines the reliability of implicit feedback generated from clickthrough data and query reformulations in World Wide Web (WWW) search. Analyzing the users' decision …
C Liu, RW White, S Dumais - Proceedings of the 33rd international ACM …, 2010 - dl.acm.org
Dwell time on Web pages has been extensively used for various information retrieval tasks. However, some basic yet important questions have not been sufficiently addressed, eg, what …
Clicks on search results are the most widely used behavioral signals for predicting search satisfaction. Even though clicks are correlated with satisfaction, they can also be noisy …
X Shen, B Tan, CX Zhai - Proceedings of the 28th annual international …, 2005 - dl.acm.org
A major limitation of most existing retrieval models and systems is that the retrieval decision is made based solely on the query and document collection; information about the actual …
K Athukorala, D Głowacka, G Jacucci… - Journal of the …, 2016 - Wiley Online Library
Exploratory search is an increasingly important activity yet challenging for users. Although there exists an ample amount of research into understanding exploration, most of the major …
Q Guo, E Agichtein - Proceedings of the 21st international conference on …, 2012 - dl.acm.org
Result clickthrough statistics and dwell time on clicked results have been shown valuable for inferring search result relevance, but the interpretation of these signals can vary …
J Liu, C Liu, NJ Belkin - Journal of the Association for …, 2020 - Wiley Online Library
Personalization of information retrieval (PIR) is aimed at tailoring a search toward individual users and user groups by taking account of additional information about users besides their …