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Proceedings of the First International Workshop on Enabling Data-Driven Decisions from Learning on the Web co-located with the 14th ACM International Conference on Web Search and Data Mining (WSDM 2021), Jerusalem, Israel, March 12, 2021 - moved online

, , , , and (Eds.) volume 2876 of CEUR Workshop Proceedings, CEUR-WS.org, (2021)

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International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2020)., , , and . ECIR (2), volume 12036 of Lecture Notes in Computer Science, page 637-640. Springer, (2020)Causal reasoning for algorithmic fairness in voice controlled cyber-physical systems., , , and . Pattern Recognit. Lett., (April 2023)Reinforcement Recommendation Reasoning through Knowledge Graphs for Explanation Path Quality., , , and . CoRR, (2022)Do Not Trust a Model Because It is Confident: Uncovering and Characterizing Unknown Unknowns to Student Success Predictors in Online-Based Learning., , , and . CoRR, (2022)Improving Fairness in Speaker Recognition., , , and . CoRR, (2021)Equality of Learning Opportunity in Personalized Recommendations., , , and . CoRR, (2020)Identifying and Comparing Multi-dimensional Student Profiles Across Flipped Classrooms., , , and . AIED (1), volume 13355 of Lecture Notes in Computer Science, page 90-102. Springer, (2022)Consumer Fairness Benchmark in Recommendation., , , and . IIR, volume 3448 of CEUR Workshop Proceedings, page 60-65. CEUR-WS.org, (2023)Improving Fairness in Speaker Recognition., , , and . ESSE, page 129-136. ACM, (2020)Evaluation Framework for Context-aware Speaker Recognition in Noisy Smart Living Environments., , and . CIKM (Workshops), volume 2699 of CEUR Workshop Proceedings, CEUR-WS.org, (2020)