http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
Elgar encyclopedia of law and data science
"The Elgar Encyclopedia of Law and Data Science represents a comprehensive mapping of the field. Comprising over 60 entries, it features contributions from eminent global scholars, drawing on expertise from multiple disciplines, including law and data science, economics, computer engineering, physics, biomedical engineering and history, philosophy, neuro-engineering, political science, and geo-informatics. This Encyclopedia brings together jurists, computer scientists, and data analysts to uncover the challenges, opportunities, and fault lines that arise as these groups are increasingly thrown together by expanding attempts to regulate and adapt to a data-driven world. It explains the concepts and tools at the crossroads of the many disciplines involved in data science and law, bridging scientific and applied domains. Entries span algorithmic fairness, consent, data protection, ethics, healthcare, machine learning, patents, surveillance, transparency and vulnerability. Comprehensive yet accessible, this Encyclopedia will be an indispensable resource for scholars of law, data science, artificial intelligence and law and technology. It also contains practical implications for a manifold of users: from domain experts to policy makers, from businesses to practitioners. Key Features: The first Encyclopedic coverage of the field of Law and Data Science Over 60 entries Entries organized alphabetically for ease of reference Full analytical index Interrelated multidisciplinary perspectives Unique accessibility for non-experts"--
Contents: Introduction to the encyclopedia of law and data science: 'directions for use' / Giovanni Comand. -- 1. Access / Giulia Schneider -- 2. Accountability / Giulia Schneider -- 3. Algorithm / Letizia Milli and Giulio Rossetti -- 4. Algorithmic discrimination / Bettina Berendt -- 5. Algorithmic fairness / Salvatore Ruggieri -- 6. Anonymity / Dino Pedreschi, Roberto Pellungrini, Francesca Pratesi -- 7. Anonymous data / Lorenzo Dalla Corte -- 8. Argument mining / Vern R. Walker -- 9. Artificial general intelligence / Bettina Berendt -- 10. Bias [definition] / Antonio Davola -- 11. Children (in the digital environment) / Denise Amram -- 12. Clustering (see data mining and clustering) / 13. Computer Programs / Guido Noto La Diega -- 14. Confidentiality / Arianna Rossi, Itzel Vazquez Sandoval, Gabriele Lenzini -- 15. Consent / Cesare Bartolini -- 16. Copyright / Caterina Sganga -- 17. Cybersecurity (in distributed computing systems) / Tommaso Cucinotta -- 18. Database protection / Caterina Sganga -- 19. Data breach / Anna Monreale, Roberto Pellungrini, Francesca Pratesi -- 20. Data mining and clustering / Athanasios Kiourtis, Argyro Mavrogiorgou, Dimosthenis Kyriazis -- 21. Data protection / Cesare Bartolini -- 22. Data protection impact assessment / Anna Monreale, Roberto Pellungrini, Francesca Pratesi -- 23. Data quality / Michela Natilli, Salvatore Rinzivillo, Franco Turini -- 24. Data subject / Gloria Gonz.lez Fuster -- 25. Decision-making / Gianclaudio Malgieri -- 26. Discrimination data analysis / Salvatore Ruggieri -- 27. Disparate impact (from software-based decision-making systems) / Jeanna Neefe Matthews -- 28. Erasure / Cesare Bartolini -- 29. Ethics / Giorgia Pozzi and Juan M. Dur.n -- 30. Explainability / Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi -- 31. Fairness / Giulia Schneider -- 32. Forgotten (right to be) / Paul De Hert and Vagelis Papakonstantinou -- 33. Freedom of information (freedom of expression - access to public data) / Matteo Monti -- 34. Governance (of personal data flows) / Denise Amram -- 35. Healthcare (data science in) / Martina Finocchiaro, Tommaso Banfi, Matteo Vissani, Alberto Mazzoni, Gastone Ciuti -- 36. Informed consent / Danielle da Costa Leite Borges -- 37. Lawfulness and necessity (of possible limitations on the fundamental rights to privacy and to the protection of personal data) in the EU legal order / Mario Guglielmetti -- 38. Legitimate interest / Christopher F. Mondschein and Cosimo Monda -- 39. Liability / Andrea Parziale -- 40. Machine learning / Luca Pappalardo -- 41. Mobility data (knowledge discovery from) / Agnese Bonavita and Giovanni Comand. -- 42. Necessity (see lawfulness and necessity (of possible limitations on the fundamental rights to privacy and to the protection of personal data) in the EU legal order) / 43. Open Data and Public Sector Information / Lorenzo Dalla Corte and Bastiaan van Loenen -- 44. Patents / Enrico Bonadio and Hannes Sigurgeirsson -- 45. Personal data in the EU legal system / Lorenzo Dalla Corte -- 46. Portability (of data) / Gianclaudio Malgieri -- 47. Predictive analytics / Mirco Nanni -- 48. Privacy / Carlotta Rigotti and Alessandra Calvi -- 49. Privacy by design / Marina Sokolova and Stan Matwin -- 50. Privacy-preserving technologies / Josep Domingo-Ferrer -- 51. Profile/profiling / Salvatore Ruggieri -- 52. Proportionality / Giuseppe Martinico -- 53. Pseudonymization / Anna Monreale, Roberto Pellungrini, Francesca Pratesi -- 54. Public interest (scientific research and the legal grounds) / Hanne Elsen, Wessel Damen, Audrey Van Scharen -- 55. Public sector information (see open data and public sector information) 56. Reasonable safeguards / Andr.s Chomczyk Penedo -- 57. Scoring / Frank Pasquale -- 58. Software (computer programs) / Guido Noto La Diega -- 59. Supervisory authorities (powers) / Roberto Lattanzi -- 60. Surveillance / Juraj Sajfert -- 61. Trade secrets and data-driven innovation in the eu / Silvia Scalzini -- 62. Transparency / Giulia Schneider -- 63. Unfairness [definition] / Antonio Davola -- 64. Vulnerability / Gianclaudio Malgieri Analytical index -- Index.
edited by Giovanni Comandé (Professor of Law, Sant'Anna School of Advanced Studies and Coordinator, LIDER-Lab).