Deconstructing search tasks in interactive information retrieval: A systematic review of task dimensions and predictors

J Liu - Information Processing & Management, 2021 - Elsevier
Increasingly, users are interacting with information retrieval (IR) systems with the goal of
addressing complex, ill-defined search tasks. As a result, the interest in deconstructing and …

[图书][B] Click models for web search

A Chuklin, I Markov, M De Rijke - 2022 - books.google.com
With the rapid growth of web search in recent years the problem of modeling its users has
started to attract more and more attention of the information retrieval community. This has …

The search as learning spaceship: Toward a comprehensive model of psychological and technological facets of search as learning

J Von Hoyer, A Hoppe, Y Kammerer, C Otto… - Frontiers in …, 2022 - frontiersin.org
Using a Web search engine is one of today's most frequent activities. Exploratory search
activities which are carried out in order to gain knowledge are conceptualized and denoted …

Online clustering of bandits

C Gentile, S Li, G Zappella - International conference on …, 2014 - proceedings.mlr.press
We introduce a novel algorithmic approach to content recommendation based on adaptive
clustering of exploration-exploitation (“bandit") strategies. We provide a sharp regret …

[图书][B] Interactions with search systems

RW White - 2016 - books.google.com
Information seeking is a fundamental human activity. In the modern world, it is frequently
conducted through interactions with search systems. The retrieval and comprehension of …

Confirmation bias in online searches: Impacts of selective exposure before an election on political attitude strength and shifts

S Knobloch-Westerwick, BK Johnson… - Journal of Computer …, 2015 - academic.oup.com
Impacts of Internet use on political information seeking and subsequent processes have
been subject to much debate. A 2-session online field study presented online search results …

Searchgazer: Webcam eye tracking for remote studies of web search

A Papoutsaki, J Laskey, J Huang - Proceedings of the 2017 conference …, 2017 - dl.acm.org
We introduce SearchGazer, a web-based eye tracker for remote web search studies using
common webcams already present in laptops and some desktop computers. SearchGazer is …

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 …

Eye‐tracking analysis of user behavior and performance in web search on large and small screens

J Kim, P Thomas, R Sankaranarayana… - Journal of the …, 2015 - Wiley Online Library
In recent years, searching the web on mobile devices has become enormously popular.
Because mobile devices have relatively small screens and show fewer search results …

Measurement and modeling of eye-mouse behavior in the presence of nonlinear page layouts

V Navalpakkam, LD Jentzsch, R Sayres… - Proceedings of the …, 2013 - dl.acm.org
As search pages are becoming increasingly complex, with images and nonlinear page
layouts, understanding how users examine the page is important. We present a lab study on …