Název: Přediktivní policing s využitím AI a ML domácími bezpečnostními složkami: Kritická analýza a vývoj rámcového systému v EU
Překlad názvu: Predictive Policing Using AI & ML for Domestic Law Enforcement: Critical Analysis & Framework Development in EU
Autoři: Mansur, Fariha ; Solovyeva, Anzhelika (vedoucí práce) ; Reilly, Paul (oponent)
Typ dokumentu: Diplomové práce
Rok: 2023
Jazyk: eng
Abstrakt: This research provides a critical analysis of predictive policing systems within Germany and Netherlands, as part of the larger European Union (EU), where the focus is on biases and issues within processes that need to be addressed using a human security approach to help improve and redesign these systems to integrate them into a normative framework such as the EU AI Act. As case studies, location- based and person-based predictive policing practices in Germany and Netherlands were identified and chosen for analysis through a deductive analytical approach using a relevant theoretical framework. Qualitative analysis was employed on information collated from interviews with researchers and industry experts from the respective regions, as well as published journals in the field of predictive law enforcement in EU. The literature review has information on the data collected from journals as part of the analysis, which was later employed extensively within the empirical analysis section. Unlike most literature reviewed; this research explicitly applies human security as a theoretical approach to predictive policing practices as well as applying relevant theories to explain the probable solutions provided by experts. By employing a human security approach integrated with algorithmic bias theory, the...

Instituce: Fakulty UK (VŠKP) (web)
Informace o dostupnosti dokumentu: Dostupné v digitálním repozitáři UK.
Původní záznam: http://hdl.handle.net/20.500.11956/187387

Trvalý odkaz NUŠL: http://www.nusl.cz/ntk/nusl-538811


Záznam je zařazen do těchto sbírek:
Školství > Veřejné vysoké školy > Univerzita Karlova > Fakulty UK (VŠKP)
Vysokoškolské kvalifikační práce > Diplomové práce