Elgar encyclopedia of law and data science / edited by Giovanni Comandé.

Format:

Book

Contributor:

Edward Elgar Publishing, publisher.

Comandé, Giovanni, editor.

Language:

English

Subjects (All):

Data protection--Law and legislation.

Data protection.

Information technology--Law and legislation.

Information technology.

Privacy, Right of.

Physical Description:

1 online resource (396 pages)

Place of Publication:

Cheltenham, England ; Northampton, Massachusetts : Edward Elgar Publishing, [2022]

Summary:

This Encyclopedia brings together jurists, computer scientists, and data analysts to map the emerging field of data science and law for the first time, uncovering 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.-- Provided by publisher.

Contents:

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.

Notes:

Includes index.

Description based on print version record.

Other Format:

Print version: Comandé, Giovanni Elgar Encyclopedia of Law and Data Science

ISBN:

9781839104596