Search under Uncertainty: Cognitive Biases and Heuristics-Tutorial on Modeling Search Interaction using Behavioral Economics

L Azzopardi, J Liu - Proceedings of the 2024 Conference on Human …, 2024 - dl.acm.org
Modeling how people interact with search interfaces is core to the field of Interactive
Information Retrieval. While various models have been proposed ranging from conceptual …

Characterizing the influence of confirmation bias on web search behavior

M Suzuki, Y Yamamoto - Frontiers in psychology, 2021 - frontiersin.org
In this study, we analyzed the relationship between confirmation bias, which causes people
to preferentially view information that supports their opinions and beliefs, and web search …

[PDF][PDF] A Research Agenda to Understand Drivers of Digital Gullibility.

M Hall, C Haas - ICIS, 2022 - researchgate.net
Gullibility is a behavior set that includes insensitivity to cues signaling untrustworthiness, the
propensity to accept false information, reject true information, or taking costly risks. It is a …

Toward A Two-Sided Fairness Framework in Search and Recommendation

J Liu - Proceedings of the 2023 Conference on Human …, 2023 - dl.acm.org
As artificial intelligence (AI) assisted search and recommender systems have become
ubiquitous in workplaces and everyday lives, understanding and accounting for fairness has …

Analyzing the Effects of" People also ask" on Search Behaviors and Beliefs

S Pothirattanachaikul, T Yamamoto… - Proceedings of the 31st …, 2020 - dl.acm.org
This study investigates the impact of collective questions and answers displayed on Search
engine result pages (SERP), known as People also ask on searchers' behaviors and beliefs …

Analysis of relationship between confirmation bias and web search behavior

M Suzuki, Y Yamamoto - … of the 22nd international conference on …, 2020 - dl.acm.org
In this paper, we analyze the relationship between web search behavior and confirmation
bias, in which people prefer to browse information that supports their existing opinions and …

Analyzing the effects of document's opinion and credibility on search behaviors and belief dynamics

S Pothirattanachaikul, T Yamamoto… - Proceedings of the 28th …, 2019 - dl.acm.org
To obtain accurate information through web searches, people have to search for information
carefully. This study investigates how the search behaviors and decision outcomes of …

Exploring the immediate and short-term effects of peer advice and cognitive authority on Web search behavior

J Liu, Y Wang, S Mandal, C Shah - Information Processing & Management, 2019 - Elsevier
An individual's Web search behavior can be influenced by a number of factors, including
features and functions of a search engine as well as search education. In contrast to the long …

[图书][B] Interactive IR user study design, evaluation, and reporting

J Liu, C Shah - 2019 - books.google.com
Since user study design has been widely applied in search interactions and information
retrieval (IR) systems evaluation studies, a deep reflection and meta-evaluation of interactive …

Personalization finder: a search interface for identifying and self-controlling web search personalization

Y Yamamoto, T Yamamoto - Proceedings of the ACM/IEEE Joint …, 2020 - dl.acm.org
We propose the Personalization Finder, a search interface that enables users to be aware of
and control personalization of a web search. The proposed interface is intended to improve …