[PDF][PDF] Interactive information retrieval

I Ruthven - Annual review of information science and …, 2008 - pureportal.strath.ac.uk
Information retrieval is a fundamental component of human information behavior. The ability
to extract useful information from large electronic resources not only is one of the main …

Accurately interpreting clickthrough data as implicit feedback

T Joachims, L Granka, B Pan, H Hembrooke, G Gay - Acm Sigir Forum, 2017 - dl.acm.org
This paper examines the reliability of implicit feedback generated from clickthrough data in
WWW search. Analyzing the users' decision process using eyetracking and comparing …

[图书][B] Exploratory search: Beyond the query-response paradigm

RW White, RA Roth - 2009 - books.google.com
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 …

Evaluating the accuracy of implicit feedback from clicks and query reformulations in web search

T Joachims, L Granka, B Pan, H Hembrooke… - ACM Transactions on …, 2007 - dl.acm.org
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 …

Understanding web browsing behaviors through Weibull analysis of dwell time

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 …

Modeling dwell time to predict click-level satisfaction

Y Kim, A Hassan, RW White, I Zitouni - … on Web search and data mining, 2014 - dl.acm.org
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 …

Context-sensitive information retrieval using implicit feedback

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 …

Is exploratory search different? A comparison of information search behavior for exploratory and lookup tasks

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 …

Beyond dwell time: estimating document relevance from cursor movements and other post-click searcher behavior

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 …

Personalization in text information retrieval: A survey

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 …