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Identifying determinants of waste management access in Nouakchott, Mauritania: a logistic regression model 确定毛里塔尼亚努瓦克肖特获得废物管理的决定因素:逻辑回归模型
IF 1.8 Q3 PUBLIC ADMINISTRATION Pub Date : 2024-07-02 DOI: 10.1017/dap.2024.22
Seyid Abdellahi Ebnou Abdem, Rida Azmi, E. Diop, Meriem Adraoui, Jérôme Chenal
Abstract Access to waste management services is crucial for urban sustainability, impacting public health, environmental well-being, and overall quality of life. This study employs logistic regression analysis on survey data collected from 1,032 household heads residing in Nouakchott, the capital of Mauritania. The survey investigated key household factors that determine access to waste management services. The findings reveal a significant interplay among waste service provision, the presence of cisterns, housing type and size, and access to electricity. Socioeconomic disparity in service access, with poorer housing formats like shacks receiving substandard services. In contrast, areas with robust electrification report better service access, although inconsistencies remain amid power outages. The research highlights the challenges faced by Riyadh municipality, particularly rapid growth and inadequate infrastructure, which hinder waste management efficiency. Overall, the results not only illuminate Nouakchott’s unique challenges in service provision but also propose actionable recommendations for a sustainable urban future. These recommendations aim to inform and guide targeted policies for improving living conditions and environmental sustainability in urban Mauritania.
摘要 获得废物管理服务对于城市的可持续发展至关重要,它影响着公众健康、环境福祉和整体生活质量。本研究采用逻辑回归分析法对居住在毛里塔尼亚首都努瓦克肖特的 1,032 位户主的调查数据进行分析。调查研究了决定能否获得废物管理服务的关键家庭因素。调查结果显示,垃圾处理服务的提供、蓄水池的存在、住房类型和面积以及用电情况之间存在着重要的相互作用。在获得服务方面存在社会经济差异,棚屋等较差的住房形式获得的服务不达标。相比之下,电气化程度高的地区获得的服务更好,尽管在停电时仍会出现不一致的情况。研究强调了利雅得市政当局面临的挑战,尤其是快速增长和基础设施不足,这阻碍了废物管理效率的提高。总之,研究结果不仅揭示了努瓦克肖特在提供服务方面面临的独特挑战,还为可持续城市未来提出了可行的建议。这些建议旨在为改善毛里塔尼亚城市生活条件和环境可持续性的针对性政策提供信息和指导。
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引用次数: 0
Determinants for university students’ location data sharing with public institutions during COVID-19: The Italian case COVID-19 期间大学生与公共机构共享位置数据的决定因素:意大利案例
Pub Date : 2024-01-11 DOI: 10.1017/dap.2023.42
V. M. Urbano, Federico Bartolomucci, Giovanni Azzone
Abstract Data on real-time individuals’ location may provide significant opportunities for managing emergency situations. For example, in the case of outbreaks, besides informing on the proximity of people, hence supporting contact tracing activities, location data can be used to understand spatial heterogeneity in virus transmission. However, individuals’ low consent to share their data, proved by the low penetration rate of contact tracing apps in several countries during the coronavirus disease-2019 (COVID-19) pandemic, re-opened the scientific and practitioners’ discussion on factors and conditions triggering citizens to share their positioning data. Following the Antecedents → Privacy Concerns → Outcomes (APCO) model, and based on Privacy Calculus and Reasoned Action Theories, the study investigates factors that cause university students to share their location data with public institutions during outbreaks. To this end, an explanatory survey was conducted in Italy during the second wave of COVID-19, collecting 245 questionnaire responses. Structural equations modeling was used to contemporary investigate the role of trust, perceived benefit, and perceived risk as determinants of the intention to share location data during outbreaks. Results show that respondents’ trust in public institutions, the perceived benefits, and the perceived risk are significant predictor of the intention to disclose personal tracking data with public institutions. Results indicate that the latter two factors impact university students’ willingness to share data more than trust, prompting public institutions to rethink how they launch and manage the adoption process for these technological applications.
摘要 个人实时位置数据可为管理紧急情况提供重要机会。例如,在疫情爆发的情况下,位置数据除了可以告知人们距离的远近,从而支持联系人追踪活动外,还可用于了解病毒传播的空间异质性。然而,在冠状病毒病-2019(COVID-19)大流行期间,一些国家的接触追踪应用程序普及率很低,这证明了个人对分享其数据的同意程度很低,这重新引发了科学界和从业人员对引发公民分享其定位数据的因素和条件的讨论。本研究遵循 "前因→隐私关注→结果(APCO)"模型,以 "隐私计算 "和 "合理行动 "理论为基础,探讨了导致大学生在疫情爆发时与公共机构共享定位数据的因素。为此,在 COVID-19 第二波期间,在意大利进行了一项解释性调查,收集了 245 份问卷。调查采用结构方程模型对信任、感知利益和感知风险作为疫情爆发期间共享位置数据意愿的决定因素所起的作用进行了当代研究。结果表明,受访者对公共机构的信任、感知到的好处和感知到的风险是向公共机构披露个人追踪数据意愿的重要预测因素。结果表明,与信任相比,后两个因素对大学生分享数据意愿的影响更大,这促使公共机构重新思考如何启动和管理这些技术应用的采用过程。
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引用次数: 0
Bus Rapid Transit: End of trend in Latin America? 快速公交:拉丁美洲趋势的终结?
Pub Date : 2024-01-11 DOI: 10.1017/dap.2023.44
Darío Hidalgo, Ricardo Giesen, Juan Carlos Muñoz
Abstract Bus Rapid Transit (BRT) has grown fast in the last 25 years, promising low-cost, rapid implementation, and large positive impacts. Despite advances, many systems in middle- and low-income countries face operational and financial issues, particularly in Latin America. Some practitioners, researchers, and decision makers, and the media are questioning its ability to provide quality services. Is this the end of a trend? To answer this question, this paper explores the status of the BRT industry and literature on the topic, with a focus on Latin America, as well as the emblematic cases of Curitiba, Quito, Bogotá, Mexico, and Santiago. Overcrowding, lack of reliability, fare evasion, issues of safety and security, and poor maintenance are evident problems in these and other cities. They seem to be a result of institutional and financial constraints, as well as technical limitations of surface-based transit modes. BRT has been able to deliver high-capacity and fast and reliable services, but requires permanent management and investment to face growing demand and aging infrastructure and vehicles, just like rail systems do. In addition, attention needs to be provided to data, technology innovation, urban integration, and public participation to keep BRT as an integral part of multimodal high-quality sustainable mobility networks in the future.
摘要 快速公交系统(BRT)在过去 25 年中发展迅速,有望实现低成本、快速实施和巨大的积极影响。尽管取得了进步,但中低收入国家的许多系统仍面临运营和财务问题,尤其是在拉丁美洲。一些从业人员、研究人员、决策者和媒体都在质疑其提供优质服务的能力。这是一种趋势的终结吗?为了回答这个问题,本文探讨了快速公交行业的现状和相关文献,重点关注拉丁美洲,以及库里提巴、基多、波哥大、墨西哥和圣地亚哥的代表性案例。拥挤、缺乏可靠性、逃票、安全和安保问题以及维护不善是这些城市和其他城市的明显问题。这些问题似乎是体制和财政限制以及地面公交模式的技术限制造成的。快速公交系统能够提供大容量、快速和可靠的服务,但与铁路系统一样,需要长期的管理和投资,以应对不断增长的需求以及基础设施和车辆的老化。此外,还需要关注数据、技术创新、城市整合和公众参与,使快速公交成为未来多式联运高质量可持续交通网络的组成部分。
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引用次数: 0
Accelerating and enhancing the generation of socioeconomic data to inform forced displacement policy and response 加快和加强社会经济数据的生成,为被迫流离失所政策和应对措施提供信息
Pub Date : 2023-12-22 DOI: 10.1017/dap.2023.47
Patrick Michael Brock, Harriet Kasidi Mugera
Abstract There are now an estimated 114 million forcibly displaced people worldwide, some 88% of whom are in low- and middle-income countries. For governments and international organizations to design effective policies and responses, they require comparable and accessible socioeconomic data on those affected by forced displacement, including host communities. Such data is required to understand needs, as well as interactions between complex drivers of displacement and barriers to durable solutions. However, high-quality data of this kind takes time to collect and is costly. Can the ever-increasing volume of open data and evolving innovative techniques accelerate and enhance its generation? Are there applications of alternative data sources, advanced statistics, and machine-learning that could be adapted for forced displacement settings, considering their specific legal and ethical dimensions? As a catalytic bridge between the World Bank and UNHCR, the Joint Data Center on Forced Displacement convened a workshop to answer these questions. This paper summarizes the emergent messages from the workshop and recommendations for future areas of focus and ways forward for the community of practice on socioeconomic data on forced displacement. Three recommended areas of future focus are: enhancing and optimizing household survey sampling approaches; estimating forced displacement socioeconomic indicators from alternative data sources; and amplifying data accessibility and discoverability. Three key features of the recommended approach are: strong complementarity with the existing data-collection-to-use-pipeline; data responsibility built-in and tailored to forced displacement contexts; and iterative assessment of operational relevance to ensure continuous focus on improving outcomes for those affected by forced displacement.
摘要 据估计,目前全世界有 1.14 亿被迫流离失所者,其中约 88%生活在中低收入国家。各国政府和国际组织要制定有效的政策和应对措施,就需要关于受被迫流离失所影响者(包括收容社区)的可比和可获取的社会经济数据。需要此类数据来了解需求,以及流离失所的复杂驱动因素和持久解决障碍之间的相互作用。然而,此类高质量数据的收集需要时间,而且成本高昂。不断增加的开放数据量和不断发展的创新技术能否加速和加强数据的生成?考虑到被迫流离失所的具体法律和伦理问题,是否有替代数据源、高级统计和机器学习的应用可适用于被迫流离失所的环境?作为世界银行和联合国难民署之间的催化桥梁,被迫流离失所问题联合数据中心召开了一次研讨会来回答这些问题。本文总结了研讨会上提出的新观点,并就被迫流离失所问题社会经济数据实践社区的未来重点领域和前进方向提出了建议。建议今后重点关注的三个领域是:加强和优化住户调查抽样方法;利用其他数据来源估算被迫流离失所社会经济指标;提高数据的可获取性和可发现性。建议方法的三个主要特点是:与现有的 "从数据收集到数据使用 "管道具有很强的互补性;数据责任是内在的,适合被迫流离失所的情况;对业务相关性进行反复评估,以确保持续关注改善受被迫流离失所影响者的成果。
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引用次数: 0
“That is why users do not understand the maps we make for them”: Cartographic gaps between experts and domestic workers and the Right to the City "这就是为什么用户不理解我们为他们制作的地图":专家与家庭佣工之间的地图差距以及城市权
Pub Date : 2023-12-21 DOI: 10.1017/dap.2023.34
Valentina Montoya-Robledo
Abstract A broad gap exists between “God’s eye” transit maps from above that experts draw and how domestic workers map their commutes in Bogotá and Medellín, Colombia, through a street-level approach. Based on fieldwork conducted in both cities between 2017 and 2018, including interviews, participant observation, and social cartography, this translational article brings domestic workers’ understanding of the city they traverse daily vis-à-vis how experts conceive modern and rational public transportation systems. Delving into the literature on cartography, the Right to the City (RtC), and feminist geography, the study analyzes this gap and finds how it limits an effective RtC for this massive group of female commuters. It further provides public policy recommendations to address the gap and ensure RtC for all.
摘要 专家绘制的高空 "上帝之眼 "交通地图与家政工人如何通过街道层面的方法绘制他们在哥伦比亚波哥大和麦德林的通勤地图之间存在巨大差距。这篇翻译文章基于 2017 年至 2018 年期间在这两个城市进行的实地调查,包括访谈、参与观察和社会制图,将家庭佣工对他们每天穿越的城市的理解与专家如何构想现代合理的公共交通系统相对照。通过深入研究地图学、城市权(RtC)和女性主义地理学方面的文献,该研究分析了这一差距,并发现这一差距如何限制了为这一庞大的女性通勤群体提供有效的 RtC。研究还提出了一些公共政策建议,以消除这一差距,确保人人享有城市出行权。
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引用次数: 0
Analysis of spatial–temporal validation patterns in Fortaleza’s public transport systems: a data mining approach 福塔雷萨公共交通系统时空验证模式分析:一种数据挖掘方法
Pub Date : 2023-12-14 DOI: 10.1017/dap.2023.39
Kaio G. de Almeida Mesquita, Luan P. de Holanda Barros, Francisco Moraes de Oliveira Neto
Abstract Understanding the spatio-temporal patterns of users’ travel behavior on public transport (PT) systems is essential for more assertive transit planning. With this in mind, the aim of this article is to diagnose the spatial and temporal travel patterns of users of Fortaleza’s PT network, which is a trunk-feeder network whose fares are charged by a tap-on system. To this end, 20 databases were used, including global positioning system, user registration, and PT smart card data from November 2018, prior to the pandemic. The data set was processed and organized into a database with a relational model and an Extraction, Transformation, and Loading process. A data mining approach based on Machine Learning models was applied to evaluate travel patterns. As a result, it was observed that users’ first daily use has a higher percentage of spatial and temporal patterns when compared to their last daily use. In addition, users rarely show spatial and temporal patterns at the same time.
摘要 了解用户在公共交通(PT)系统中出行行为的时空模式对于制定更有针对性的公交规划至关重要。有鉴于此,本文旨在对福塔莱萨市公共交通网络用户的时空出行模式进行分析。为此,本文使用了 20 个数据库,包括全球定位系统、用户注册以及大流行病发生前 2018 年 11 月的公共交通智能卡数据。数据集经过处理后,通过关系模型和提取、转换和加载流程组织成数据库。基于机器学习模型的数据挖掘方法被用于评估旅行模式。结果发现,与最后一次日常使用相比,用户第一次日常使用的空间和时间模式比例更高。此外,用户很少同时出现空间和时间模式。
{"title":"Analysis of spatial–temporal validation patterns in Fortaleza’s public transport systems: a data mining approach","authors":"Kaio G. de Almeida Mesquita, Luan P. de Holanda Barros, Francisco Moraes de Oliveira Neto","doi":"10.1017/dap.2023.39","DOIUrl":"https://doi.org/10.1017/dap.2023.39","url":null,"abstract":"Abstract Understanding the spatio-temporal patterns of users’ travel behavior on public transport (PT) systems is essential for more assertive transit planning. With this in mind, the aim of this article is to diagnose the spatial and temporal travel patterns of users of Fortaleza’s PT network, which is a trunk-feeder network whose fares are charged by a tap-on system. To this end, 20 databases were used, including global positioning system, user registration, and PT smart card data from November 2018, prior to the pandemic. The data set was processed and organized into a database with a relational model and an Extraction, Transformation, and Loading process. A data mining approach based on Machine Learning models was applied to evaluate travel patterns. As a result, it was observed that users’ first daily use has a higher percentage of spatial and temporal patterns when compared to their last daily use. In addition, users rarely show spatial and temporal patterns at the same time.","PeriodicalId":93427,"journal":{"name":"Data & policy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138974915","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Distributed data network: a case study of the Indian textile homeworkers 分布式数据网络:印度纺织家庭工人案例研究
Pub Date : 2023-12-13 DOI: 10.1017/dap.2023.33
Martin Carpenter, S. Poon
Abstract In recent years, and with the COVID disruption, many companies have moved toward digitization, adopting digital supply chains for enhanced efficiency. This coincided with the Western Governments mandating, through modern slavery legislation, that multinational companies should mitigate human rights risks in their supply chains. In addition, the Indian government has been making major efforts to equip residents in India with digital identities; first with the Aadhaar identity system, and, on August 26, 2021, the eShram portal aimed specifically at registering informal workers recognizing them formally as part of the Indian labour force. This article shows how a full digitization of the supply chains might be problematic, and in the extreme, might threaten the livelihoods of homeworkers. For the homeworkers to survive the seemingly inevitable digitization, there is a clear need to ensure that they have a direct representation in the digital supply chains. Given the limited ability of the homeworkers to directly represent themselves, we need appropriate models of digital custodianship and policies for promoting their uptake. We discuss the shape that such solutions might take. Finally, an open acceptance by brands of homeworking as a part of their supply chains is called for, paving the way to a public acceptance of these workers’ right to a minimum/living wage. To engineer widespread acceptance is an insurmountable task. It is hoped that the eShram scheme will help to change the political balance in India as the informal workers now become “traceable.”
近年来,随着新冠肺炎疫情的爆发,许多公司纷纷转向数字化,采用数字化供应链来提高效率。与此同时,西方政府通过现代奴隶制立法强制要求跨国公司减轻其供应链中的人权风险。此外,印度政府一直在努力为印度居民提供数字身份;首先是Aadhaar身份识别系统,2021年8月26日,eShram门户网站专门针对非正式工人进行注册,正式承认他们是印度劳动力的一部分。这篇文章展示了供应链的完全数字化可能会带来的问题,在极端情况下,可能会威胁到家庭工人的生计。为了让家庭工作者在看似不可避免的数字化中生存下来,显然有必要确保他们在数字供应链中有直接的代表。鉴于家庭工作者直接代表自己的能力有限,我们需要适当的数字监护模式和政策来促进他们的吸收。我们将讨论这种解决方案可能采取的形式。最后,呼吁各品牌公开接受在家办公作为其供应链的一部分,为公众接受这些工人获得最低工资/生活工资的权利铺平道路。要使人们广泛接受是一项不可逾越的任务。人们希望eShram计划将有助于改变印度的政治平衡,因为非正规工人现在变得“可追踪”。
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引用次数: 0
A comparative cyber risk analysis between federated and self-sovereign identity management systems 联合身份管理系统与自主身份管理系统的网络风险比较分析
Pub Date : 2023-12-12 DOI: 10.1017/dap.2023.41
A. Le, G. Epiphaniou, Carsten Maple
Abstract Self-sovereign identity (SSI) is an emerging and promising concept that enables users to control their identity while enhancing security and privacy compared to other identity management (IDM) approaches. Despite the recent advancements in SSI technologies, federated identity management (FIDM) systems continue to dominate the IDM market. Selecting an IDM to implement for a specific application is a complex task that requires a thorough understanding of the potential external cyber risks. However, existing research scarcely compares SSI and FIDM from the perspective of these external threats. In response to this gap, our article provides an attack surface analysis focused solely on external threats for both systems. This analysis can serve as a reference to compare the relevant security and privacy risks associated with these external threats. The threat landscapes of external attackers were systematically synthesized from the main components and functionalities of the common standards and designs. We further present a use case analysis that applies this attack surface analysis to compare the external cyber risks of the two systems in detail when managing cross-border identity between European countries. This work can be particularly useful for considering a more secure design for future IDM applications, taking into account the landscape of external threats.
自我主权身份(Self-sovereign identity, SSI)是一个新兴的、有前途的概念,与其他身份管理(IDM)方法相比,它使用户能够控制自己的身份,同时增强安全性和隐私性。尽管SSI技术最近取得了进步,但联邦身份管理(FIDM)系统仍然主导着IDM市场。为特定应用程序选择要实现的IDM是一项复杂的任务,需要彻底了解潜在的外部网络风险。然而,现有的研究很少从这些外部威胁的角度对SSI和FIDM进行比较。为了弥补这一差距,我们的文章提供了一个攻击面分析,只关注这两个系统的外部威胁。此分析可以作为比较与这些外部威胁相关的相关安全和隐私风险的参考。从通用标准和设计的主要组件和功能出发,系统地综合了外部攻击者的威胁格局。我们进一步提出了一个用例分析,应用这种攻击面分析来详细比较两个系统在管理欧洲国家之间跨境身份时的外部网络风险。在考虑到外部威胁的情况下,这项工作对于为未来的IDM应用程序考虑更安全的设计尤其有用。
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引用次数: 0
Cycling Assessment: A tool to inform policymakers and enhance the cyclist’s travel experience, with a gender perspective 自行车评估:为决策者提供信息的工具,从性别角度改善骑车人的出行体验
Pub Date : 2023-12-11 DOI: 10.1017/dap.2023.35
Angie Ángel, Laura Daniela Gómez, Maryfely Rincón
Abstract Since 1998, Bogotá has consistently made substantial efforts to foster the bicycle’s role as a primary mode of transportation. Recent years have witnessed a compelling aspiration for the city to ascend as the “bicycle capital of the world,” evident in its accomplishment of 6.6% of daily trips completed by bicycle in 2019. This achievement translates to 880.367 daily cycling journeys (District Secretariat of Mobility of Bogotá, 2019). These statistics surpass regional benchmarks; for instance, other capital cities such as Santiago de Chile account for 510.569 bicycle trips, Mexico City for 433.981, and Rio de Janeiro for 217.000 (Ríos et al., 2015). Despite this progress, Bogotá lacks a comprehensive evaluation of both infrastructure quality and the user experience while cycling. This translational research article aimed to explore this gap by delving into the integration of user perceptions and experiences within the policy formulation process. This strategic approach is poised to enhance cycling’s allure as a mode of transportation for prospective cyclists while simultaneously maximizing the efficiency of investments in cycling infrastructure.
自1998年以来,波哥大一直在努力促进自行车作为主要交通方式的作用。近年来,人们对这座城市上升为“世界自行车之都”的强烈愿望得到了见证,2019年,该市每天有6.6%的出行是通过自行车完成的。这一成就相当于每天骑行880.367次(波哥大地区交通秘书处,2019年)。这些统计数字超过了地区基准;例如,智利圣地亚哥等其他首都城市的自行车出行次数为510.569次,墨西哥城为433.981次,里约热内卢为217.000次(Ríos et al., 2015)。尽管取得了这些进展,但波哥大缺乏对基础设施质量和骑行用户体验的全面评估。这篇转化研究文章旨在通过深入研究政策制定过程中用户感知和经验的整合来探索这一差距。这一战略方针旨在增强自行车作为一种交通方式的吸引力,同时最大限度地提高自行车基础设施投资的效率。
{"title":"Cycling Assessment: A tool to inform policymakers and enhance the cyclist’s travel experience, with a gender perspective","authors":"Angie Ángel, Laura Daniela Gómez, Maryfely Rincón","doi":"10.1017/dap.2023.35","DOIUrl":"https://doi.org/10.1017/dap.2023.35","url":null,"abstract":"Abstract Since 1998, Bogotá has consistently made substantial efforts to foster the bicycle’s role as a primary mode of transportation. Recent years have witnessed a compelling aspiration for the city to ascend as the “bicycle capital of the world,” evident in its accomplishment of 6.6% of daily trips completed by bicycle in 2019. This achievement translates to 880.367 daily cycling journeys (District Secretariat of Mobility of Bogotá, 2019). These statistics surpass regional benchmarks; for instance, other capital cities such as Santiago de Chile account for 510.569 bicycle trips, Mexico City for 433.981, and Rio de Janeiro for 217.000 (Ríos et al., 2015). Despite this progress, Bogotá lacks a comprehensive evaluation of both infrastructure quality and the user experience while cycling. This translational research article aimed to explore this gap by delving into the integration of user perceptions and experiences within the policy formulation process. This strategic approach is poised to enhance cycling’s allure as a mode of transportation for prospective cyclists while simultaneously maximizing the efficiency of investments in cycling infrastructure.","PeriodicalId":93427,"journal":{"name":"Data & policy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138584706","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Overview of transparency and inspectability mechanisms to achieve accountability of artificial intelligence systems 实现人工智能系统问责制的透明度和可检查性机制概览
Pub Date : 2023-11-24 DOI: 10.1017/dap.2023.30
Marc P. Hauer, Tobias D. Krafft, K. Zweig
Abstract Several governmental organizations all over the world aim for algorithmic accountability of artificial intelligence systems. However, there are few specific proposals on how exactly to achieve it. This article provides an extensive overview of possible transparency and inspectability mechanisms that contribute to accountability for the technical components of an algorithmic decision-making system. Following the different phases of a generic software development process, we identify and discuss several such mechanisms. For each of them, we give an estimate of the cost with respect to time and money that might be associated with that measure.
摘要 世界各地的一些政府组织都致力于实现人工智能系统的算法问责制。然而,关于如何实现这一目标的具体建议却少之又少。本文广泛概述了有助于实现算法决策系统技术组件问责制的可能的透明度和可检查性机制。按照通用软件开发流程的不同阶段,我们确定并讨论了几种此类机制。对于每一种机制,我们都给出了与之相关的时间和金钱成本估算。
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引用次数: 0
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