Artificial Intelligence and Big Data
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Artificial Intelligence and Big Data: Lessons from Evaluations of the Rule of Law and Development

Artificial Intelligence and Big Data: Lessons from Evaluations of the Rule of Law and Development

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About the Book

This timely book explores how Artificial Intelligence (AI) and Big Data contribute to the evaluation of the rule of law (covering legal arrangements, empirical legal research, law and technology, and international law), and social and economic development programs in both industrialized and developing countries. Issues of ethics and bias in the use of AI are also addressed and indicators of the growth of knowledge in the field are discussed. Interdisciplinary and international in scope, and bringing together leading academics and practitioners from across the globe, the book explores the applications of AI and big data in Rule of Law and development evaluation, identifies differences in the approaches used in the two fields, and how each could learn from the approaches used in the other, as well as differences in the AI-related issues addressed in industrialized nations compared to those addressed in Africa and Asia. Artificial Intelligence and Big Datais an essential read for researchers, academics and students working in the fields of Rule of Law and Development, and researchers in institutions working on new applications in AI will all benefit from the book’s practical insights.

Table of Contents:
Contents Introduction to Artificial Intelligence and Big Data: lessons from evaluations of the Rule of law and development 1 Michael Bamberger and Frans L. Leeuw PART 1 EVALUATION IN THE AGE OF ARTIFICIAL INTELLIGENCE AND BIG DATA 1 The evolving role of Artificial Intelligence and Big Data in development evaluation: opportunities and challenges 18 Michael Bamberger and Frans L. Leeuw 2 The power of machine learning to extract meaning from big data in a world that demands data privacy Pete York 40 Pete York 3 Addressing ethics and rights challenges with Big Data and Artificial Intelligence 59 Mark Irura, Gachara and Linda Raftree PART 2 ARTIFICIAL INTELLIGENCE AND BIG DATA: CONTRIBUTIONS FROM EMPIRICAL LEGAL RESEARCH AND THE RULE OF LAW 4 Legal complexity and evaluating legal phenomena: The relevance of linking data and legal data analytics 84 Gijs van Dijck 5 Empirical legal research in a digital society: Questions, approaches, examples, and a case study 106 Antonia Waltermann and Frans L. Leeuw 6 Evaluating the effects of using AI and Big Data in interventions: examples and the need for a realist agenda 126 Frans L. Leeuw 7 Big Data and the Rule of Law: South African experience 146 Jerusha Govender and Diana Zhou 8 The new frontiers of legal evaluation 172 Bart Custers PART 3 ARTIFICIAL INTELLIGENCE AND BIG DATA: CONTRIBUTIONS FROM THE EVALUATION OF DEVELOPMENT PROGRAMS 9 Applications of spatial science, satellites, and drones in combating crime and conflict 194 Anupam Anand 10 Applications of digital data innovations and Artificial Intelligence in the humanitarian sector: lessons from a UN Global Pulse pilot project 213 Michael Bamberger and Paula Hidalgo-Sanchis 11 World Bank IEG evaluations and the role of data science: reflections from recent experiences 234 Harsh, Anuj, Virginia Ziulu, Ariya Hagh, Estelle Raimondo and Jos Vaessen 12 Lessons from the applications and regulation of health sector data in the EU 255 Miklós Szócska and Krisztina Davidovics 13 Harnessing administrative data for evaluation: The Indian experience 276 Kaamila Patherya, Sandeep Ghosh and Swapnil Shekhar 14 Conclusions, growth of knowledge, but also knowledge gaps and challenges 296 Frans L. Leeuw and Michael Bamberger


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Product Details
  • ISBN-13: 9781803925660
  • Publisher: Edward Elgar Publishing Ltd
  • Publisher Imprint: Edward Elgar Publishing Ltd
  • Height: 234 mm
  • No of Pages: 348
  • Width: 156 mm
  • ISBN-10: 1803925663
  • Publisher Date: 21 Mar 2025
  • Binding: Hardback
  • Language: English
  • Sub Title: Lessons from Evaluations of the Rule of Law and Development


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Artificial Intelligence and Big Data: Lessons from Evaluations of the Rule of Law and Development
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Artificial Intelligence and Big Data: Lessons from Evaluations of the Rule of Law and Development
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