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Ethics, Governance, and Fairness in Large-Scale Data Science and Algorithmic Decision Systems
ISBN Book

Ethics, Governance, and Fairness in Large-Scale Data Science and Algorithmic Decision Systems

Author:
Harish Janardhanan

ISBN: 978-93-49929-13-5

DOI: https://doi.org/10.63282/978-93-49929-13-5


Ethics, Governance, and Fairness in Large-Scale Data Science and Algorithmic Decision Systems explores the interplay of technology, ethics, and policy in the context of data-driven intelligence. It addresses pressing issues of transparency, accountability, and fairness brought by artificial intelligence in sectors like healthcare and finance. The book discusses ethical frameworks and governance models to guide responsible data practices, emphasizing algorithmic bias, data privacy, and the moral responsibilities of developers. Through case studies, it offers insights into fostering trust and social good in AI systems, serving as a resource for researchers, policymakers, technologists, and educators to promote equitable and transparent data ecosystems.


Harish Janardhanan is a seasoned technology leader with two decades of experience in developing high-availability software platforms, particularly for e-commerce applications. He has directed the creation of advanced customer engagement and recommendation systems that utilize extensive data to enhance business growth and user experience. His expertise in architecting systems that enable autonomous, data-driven decisions drives his commitment to ethical governance, addressing fairness, bias, and accountability as significant challenges. Harish holds a Master's Degree from Boston University, is a member of IEEE, and has researched key issues in AI, such as federated learning and robust machine learning frameworks for cloud environments.


Title: Ethics, Governance, and Fairness in Large-Scale Data Science and Algorithmic Decision Systems
Author: Harish Janardhanan
Publisher: ScienceTech Xplore
Copyright: ScienceTech Xplore
Language: English
Publication Format: Online
ISBN: 978-93-49929-13-5
DOI: https://doi.org/10.63282/978-93-49929-13-5
Subject/Genre: Digital Protection
Pages: 1-119
Chapters: 12
Year of Publication: October 2025
URL: https://sciencetechxplore.org/978-93-49929-13-5.php
Cite As:

Janardhanan, H. (2025). Ethics, Governance, and Fairness in Large-Scale Data Science and Algorithmic Decision Systems. ScienceTech Xplore. ISBN 978-93-49929-13-5.

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