警察专业人员对大数据的看法:实证研究的范围审查

Laura Neiva, H. Machado, S. Silva
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摘要

警察部门越来越倾向于引入大数据来改善犯罪的预防和调查。然而,关于警察部队专业人员对这项技术的看法,很少有系统的知识。这篇文章填补了这一空白,提出了一项范围审查,将警察部队专业人员对警务和刑事调查领域大数据的观点的实证研究系统化。采用描述性分析方法对14篇文章进行分析。然后描述了警察专业人员对大数据的乐观和反对观点。乐观的观点集中在大数据的潜力,通过提供新的能力和战略来进行犯罪预测、风险评估、刑事调查、犯罪分析、风险管理、合作和数据交换,提高警务的客观性和效率,更好地管理警察资源。反对意见涉及到警方对大数据偏见的认识,缺乏监管环境,数据滥用,隐私威胁,数据安全,对技术的错误信任,工作实践中缺乏重大变化以及实际障碍。对乐观和反对观点共存的分析增加了一个全面和解释性的论点,可能有助于对大数据技术在警察部门的技术可行性、社会可用性和可取性的批判性反思。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The views about Big Data among professionals of police forces: A scoping review of empirical studies
There is a growing tendency toward the introduction of Big Data in police departments to improve the prevention and investigation of crime. However, there is little systematic knowledge about the perspectives of professionals in police forces regarding this technology. This article fills this gap by presenting a scoping review that systematizes empirical studies of the views of professionals in police forces about Big Data in the field of policing and criminal investigation. Fourteen articles were analyzed following a descriptive–analytical method. Optimistic and oppositional views about Big Data among professionals in police forces were then described. Optimistic views focused on the potential of Big Data to improve the objectivity and efficiency of policing and better manage police resources by providing new capabilities and strategies by which to perform crime predictions, risk assessments, criminal investigations, crime analysis, risk management, cooperation and data exchange. Oppositional views related to the police's awareness of Big Data's biases, the lack of a regulatory landscape, misuse of data, privacy threats, data security, misplaced trust in technology, the absence of major changes in work practices, and practical barriers. Analysis of the co-presence of optimistic and oppositional views adds a comprehensive and interpretative argument that might contribute to critical reflections on the technological feasibility, societal usability, and desirability of Big Data technologies in police departments.
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