Titlebook: Ethics in Artificial Intelligence: Bias, Fairness and Beyond; Animesh Mukherjee,Juhi Kulshrestha,Srijan Kumar Book 2023 The Institution of

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,Biases and Ethical Considerations for Machine Learning Pipelines in the Computational Social Sciencomputational social science (CSS) studies can suffer from biases during the data construction, collection and analysis phases as well as encounter challenges of generalizability and ethics. Given the interdisciplinary nature of CSS, many factors such as the need for a comprehensive understanding of

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,The Theory of Fair Allocation Under Structured Set Constraints,s budgeted course allocations, room allocations, reviewer assignments, inheritance partitioning, and many others. In this chapter, we present an introduction to the theory of fairly allocating indivisible items in the presence of . constraints, a natural setting that captures real-world restrictions

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Book 2023ng experts in this area which makes it a one of its kind collections. Some key features of the book are its unique combination of chapters on both theoretical and practical aspects of integrating ethics into artificial intelligence. The book touches upon all the important concepts in this area inclu

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1860-949X spects of integrating ethics into artificial intelligence.Se.This book is a collection of chapters in the newly developing area of ethics in artificial intelligence. The book comprises chapters written by leading experts in this area which makes it a one of its kind collections. Some key features of

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Temporal Fairness in Online Decision-Making,her, the data which is used to justify decisions varies over time. Given these challenges, there is a need for new ideas to understand the trade-offs between fairness and utility in dynamic decision-making settings. This chapter surveys existing notions of temporal fairness and reviews recent work in this growing area.

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,“At the Mercy of the Capitalist”,1978), historians and historical archaeologists have increasingly paid attention to the local social and cultural context of technological change. Smith’s and Wallace’s works are part of a larger trend in history and anthropology that does not focus on great men or firsts in technological developmen