Buch, Englisch, Band 1610, 155 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 265 g
Third International Workshop, BIAS 2022, Stavanger, Norway, April 10, 2022, Revised Selected Papers
Buch, Englisch, Band 1610, 155 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 265 g
Reihe: Communications in Computer and Information Science
ISBN: 978-3-031-09315-9
Verlag: Springer International Publishing
The 9 full papers and 4 short papers were carefully reviewed and selected from 34 submissions. The papers cover topics that go from search and recommendation in online dating, education, and social media, over the impact of gender bias in word embeddings, to tools that allow to explore bias and fairnesson the Web.
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
Popularity Bias in Collaborative Filtering-Based Multimedia Recommender Systems.- Recommender Systems and Users' Behaviour Effect on Choice's Distribution and Quality.- Sequential Nature of Recommender Systems Disrupts the Evaluation Process.- Towards an Approach for Analyzing Dynamic Aspects of Bias and Beyond-Accuracy Measures.- A Crowdsourcing Methodology to Measure Algorithmic Bias in Black-box Systems: A Case Study with COVID-related Searches.- The Unfairness of Active Users and Popularity Bias in Point-of-Interest Recommendation.- The Unfairness of Popularity Bias in Book Recommendation.- Mitigating Popularity Bias in Recommendation: Potential and Limits of Calibration Approaches.- Analysis of Biases in Calibrated Recommendations.- Do Perceived Gender Biases in Retrieval Results affect Users’ Relevance Judgements?.- Enhancing Fairness in Classification Tasks with Multiple Variables: a Data- and Model-Agnostic Approach.- Keyword Recommendation for Fair Search.- FARGO: a Fair, context-AwaRe, Group recOmmender system.
