Advances in Bias, Fairness, and Understudied Users in Information Retrieval: 6th International Workshop, Bias 2025, and 2nd International Workshop, Ir
暫譯: 資訊檢索中的偏見、公平性與未充分研究用戶的進展：第六屆國際研討會 Bias 2025 及第二屆國際研討會 Ir
Bellogin, Alejandro, Boratto, Ludovico, Cena, Federica
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商品描述
This book constitutes the conference proceedings of 6th International Workshop on Algorithmic Bias in Search and Recommendation, BIAS 2025 and 2nd International Workshop on Information Retrieval for Understudied Users, IR4U2, held in Padua, Italy, on July 17, 2025.
For BIAS 2025, 3 full papers were carefully reviewed and selected from 7 submissions. They focus on data preparation, countermeasure development, evaluation design, and case studies on algorithmic bias in search and recommendation. For IR4U2 2025, all 6 submitted full papers were carefully reviewed and accepted. They focus on user-centered artificial intelligence approaches aimed to better design, develop, and evaluate information retrieval systems that ensure true accessibility and inclusivity.商品描述(中文翻譯)
本書為第六屆國際搜尋與推薦中的演算法偏見工作坊（BIAS 2025）及第二屆針對未被充分研究用戶的信息檢索工作坊（IR4U2）的會議論文集，於2025年7月17日在義大利帕多瓦舉行。
在BIAS 2025中，從7篇提交的論文中仔細審核並選出了3篇完整論文。這些論文專注於數據準備、對策開發、評估設計以及搜尋和推薦中的演算法偏見案例研究。
在IR4U2 2025中，所有6篇提交的完整論文均經過仔細審核並被接受。這些論文專注於以用戶為中心的人工智慧方法，旨在更好地設計、開發和評估信息檢索系統，以確保真正的可及性和包容性。
