Cognitive biases in search: a review and reflection of cognitive biases in Information Retrieval
L Azzopardi - Proceedings of the 2021 conference on human …, 2021 - dl.acm.org
People are susceptible to an array of cognitive biases, which can result in systematic errors
and deviations from rational decision making. Over the past decade, an increasing amount …
and deviations from rational decision making. Over the past decade, an increasing amount …
Exploring gender biases in ML and AI academic research through systematic literature review
Automated systems that implement Machine learning (ML) and Artificial Intelligence (AI)
algorithms present promising solutions to a variety of technological and non-technological …
algorithms present promising solutions to a variety of technological and non-technological …
Investigating the impact of gender on rank in resume search engines
In this work we investigate gender-based inequalities in the context of resume search
engines, which are tools that allow recruiters to proactively search for candidates based on …
engines, which are tools that allow recruiters to proactively search for candidates based on …
Toward creating a fairer ranking in search engine results
With the increasing popularity and social influence of search engines in IR, various studies
have raised concerns on the presence of bias in search engines and the social …
have raised concerns on the presence of bias in search engines and the social …
Search as news curator: The role of Google in sha** attention to news information
This paper presents an algorithm audit of the Google Top Stories box, a prominent
component of search engine results and powerful driver of traffic to news publishers. As …
component of search engine results and powerful driver of traffic to news publishers. As …
Suppressing the search engine manipulation effect (SEME)
A recent series of experiments demonstrated that introducing ranking bias to election-related
search engine results can have a strong and undetectable influence on the preferences of …
search engine results can have a strong and undetectable influence on the preferences of …
Auditing the personalization and composition of politically-related search engine results pages
Search engines are a primary means through which people obtain information in today» s
connected world. Yet, apart from the search engine companies themselves, little is known …
connected world. Yet, apart from the search engine companies themselves, little is known …
This is not what we ordered: Exploring why biased search result rankings affect user attitudes on debated topics
In web search on debated topics, algorithmic and cognitive biases strongly influence how
users consume and process information. Recent research has shown that this can lead to a …
users consume and process information. Recent research has shown that this can lead to a …
Comprehensive viewpoint representations for a deeper understanding of user interactions with debated topics
Research in the area of human information interaction (HII) typically represents viewpoints
on debated topics in a binary fashion, as either against or in favor of a given topic (eg, the …
on debated topics in a binary fashion, as either against or in favor of a given topic (eg, the …
Search under uncertainty: Cognitive biases and heuristics: a tutorial on testing, mitigating and accounting for cognitive biases in search experiments
Understanding how people interact with search interfaces is core to the field of Interactive
Information Retrieval (IIR). While various models have been proposed (eg, Belkin's ASK …
Information Retrieval (IIR). While various models have been proposed (eg, Belkin's ASK …