Fairness in information access systems

MD Ekstrand, A Das, R Burke… - Foundations and Trends …, 2022 - nowpublishers.com
Recommendation, information retrieval, and other information access systems pose unique
challenges for investigating and applying the fairness and non-discrimination concepts that …

Sco** fairness objectives and identifying fairness metrics for recommender systems: The practitioners' perspective

JJ Smith, L Beattie, H Cramer - … of the ACM Web Conference 2023, 2023 - dl.acm.org
Measuring and assessing the impact and “fairness''of recommendation algorithms is central
to responsible recommendation efforts. However, the complexity of fairness definitions and …

Fair Group Summarization with Graph Patterns

H Ma, S Guan, M Wang, Q Song… - 2023 IEEE 39th …, 2023 - ieeexplore.ieee.org
Given a set of node groups in a graph (eg, gender or race groups), how to succinctly
summarize their neighbors, and meanwhile ensure a" fair" representation to mitigate under …

Search Among Sensitive Content

MF Sayed - 2021 - search.proquest.com
Current search engines are designed to find what we want. But many collections can not be
made available for search engines because they contain sensitive content that needs to be …

[CITATION][C] Understanding Viewpoint Biases in Web Search Results

TA Draws - 2023 - Phd thesis, Delft University of …