Challenges of contemporary predictive policing
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Metapodaci
Prikaz svih podataka o dokumentuApstrakt
Big data algorithms developed for predictive policing are increasingly present in the everyday work of law enforcement. There are various applications of such technologies to pre-dict crimes, potential crime scenes, profiles of perpetrators, and more. In this way, police officers are provided with appropriate assistance in their work, increasing their efficiency or entirely replacing them in specific tasks. Although technologically advanced, police use force and arrest, so prediction algorithms can have significantly different, more drastic consequences as com-pared to those that similar technologies would produce in agriculture, industry, or health. For further development of predictive policing, it is necessary to have a clear picture of the problems it can cause. This paper discusses modern predictive policing from the perspective of challenges that negatively affect its application.
Ključne reči:
predictive policing / crime forecasting / ethics / biases / artificial intelligenceIzvor:
Thematic conference proceedings of international significance [Elektronski izvor] / International Scientific Conference "Archibald Reiss Days", Belgrade, 9-10 November 2021, 2021, 513-526Izdavač:
- Belgrade : University of Criminal Investigation and Police Studies
Institucija/grupa
JakovTY - CONF AU - Vuković, Igor AU - Čisar, Petar AU - Kuk, Kristijan AU - Popović, Brankica PY - 2021 UR - http://eskup.kpu.edu.rs/dar/issue/view/6/4 UR - http://jakov.kpu.edu.rs/handle/123456789/1290 AB - Big data algorithms developed for predictive policing are increasingly present in the everyday work of law enforcement. There are various applications of such technologies to pre-dict crimes, potential crime scenes, profiles of perpetrators, and more. In this way, police officers are provided with appropriate assistance in their work, increasing their efficiency or entirely replacing them in specific tasks. Although technologically advanced, police use force and arrest, so prediction algorithms can have significantly different, more drastic consequences as com-pared to those that similar technologies would produce in agriculture, industry, or health. For further development of predictive policing, it is necessary to have a clear picture of the problems it can cause. This paper discusses modern predictive policing from the perspective of challenges that negatively affect its application. PB - Belgrade : University of Criminal Investigation and Police Studies C3 - Thematic conference proceedings of international significance [Elektronski izvor] / International Scientific Conference "Archibald Reiss Days", Belgrade, 9-10 November 2021 T1 - Challenges of contemporary predictive policing SP - 513 EP - 526 UR - https://hdl.handle.net/21.15107/rcub_jakov_1290 ER -
@conference{ author = "Vuković, Igor and Čisar, Petar and Kuk, Kristijan and Popović, Brankica", year = "2021", abstract = "Big data algorithms developed for predictive policing are increasingly present in the everyday work of law enforcement. There are various applications of such technologies to pre-dict crimes, potential crime scenes, profiles of perpetrators, and more. In this way, police officers are provided with appropriate assistance in their work, increasing their efficiency or entirely replacing them in specific tasks. Although technologically advanced, police use force and arrest, so prediction algorithms can have significantly different, more drastic consequences as com-pared to those that similar technologies would produce in agriculture, industry, or health. For further development of predictive policing, it is necessary to have a clear picture of the problems it can cause. This paper discusses modern predictive policing from the perspective of challenges that negatively affect its application.", publisher = "Belgrade : University of Criminal Investigation and Police Studies", journal = "Thematic conference proceedings of international significance [Elektronski izvor] / International Scientific Conference "Archibald Reiss Days", Belgrade, 9-10 November 2021", title = "Challenges of contemporary predictive policing", pages = "513-526", url = "https://hdl.handle.net/21.15107/rcub_jakov_1290" }
Vuković, I., Čisar, P., Kuk, K.,& Popović, B.. (2021). Challenges of contemporary predictive policing. in Thematic conference proceedings of international significance [Elektronski izvor] / International Scientific Conference "Archibald Reiss Days", Belgrade, 9-10 November 2021 Belgrade : University of Criminal Investigation and Police Studies., 513-526. https://hdl.handle.net/21.15107/rcub_jakov_1290
Vuković I, Čisar P, Kuk K, Popović B. Challenges of contemporary predictive policing. in Thematic conference proceedings of international significance [Elektronski izvor] / International Scientific Conference "Archibald Reiss Days", Belgrade, 9-10 November 2021. 2021;:513-526. https://hdl.handle.net/21.15107/rcub_jakov_1290 .
Vuković, Igor, Čisar, Petar, Kuk, Kristijan, Popović, Brankica, "Challenges of contemporary predictive policing" in Thematic conference proceedings of international significance [Elektronski izvor] / International Scientific Conference "Archibald Reiss Days", Belgrade, 9-10 November 2021 (2021):513-526, https://hdl.handle.net/21.15107/rcub_jakov_1290 .