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The Misinformation Threat: A Techno-Governance Approach for Curbing the Fake News of Tomorrow 错误信息的威胁:遏制未来假新闻的技术治理方法
Daniel Cassar
Recent internationally relevant diplomatic and economic developments have placed a bright spotlight on the relevance of genuine and false claims. In a post-truth era, or as it is more commonly known as the era of fake news, an increasing interest has manifested in relation to how this phenomenon can and has been applied to thwart people's reasoning and behaviour. The advancements in modern technology have pushed scientists to question the scale and impact of fake news on humanity. Since technology has become closely integrated with the lives of humankind over the years, its pervasiveness is required to be taken into account to analyse how fake news is being generated and widely shared. For a first-hand impression of the issue, a survey was designed and distributed to the general public to take part in. Additionally, a set of interviews were conducted with specialists from a number of fields in which participants expressed their views on the issue and their suggestions on curbing it. Despite differences in their views, a general consensus was reached that a multidisciplinary approach is needed to reduce the threat, and better educate and inform the public. In doing so, multiple entities and skilled individuals must be roped in to play their part in safeguarding information veracity and supporting end-users. The study also provides research insight into this impending threat which should give a clearer understanding of the fate of tomorrow's cyberspace as well as the societies we form part of. The proposed recommendations, which combine both regulatory and technology fields, aim to bolster the capacity of nations and better equip governments in tackling the evolving state of fake news. It is envisioned that through these recommendations, societies move towards an age where both people and technology become part of the solution rather than the cause of such threats.
最近与国际有关的外交和经济发展使人们对真实和虚假索赔的相关性产生了强烈的关注。在后真相时代,或者更常见的说法是假新闻时代,人们越来越感兴趣的是,这种现象如何能够并且已经被用来阻碍人们的推理和行为。现代科技的进步促使科学家们质疑假新闻对人类的规模和影响。由于多年来技术与人类生活紧密结合,因此在分析假新闻是如何产生和广泛传播的时候,需要考虑到技术的普遍性。为了获得对这个问题的第一手印象,我们设计了一项调查,并分发给公众参与。此外,还与来自若干领域的专家进行了一系列访谈,与会者在访谈中表达了他们对这一问题的看法和他们对制止这一问题的建议。尽管他们的观点不同,但达成了一个普遍共识,即需要采取多学科方法来减少威胁,并更好地教育和告知公众。为此,必须联合多个实体和熟练的个人,在保护信息真实性和支持最终用户方面发挥各自的作用。该研究还提供了对这一迫在眉睫的威胁的研究见解,这将使我们更清楚地了解未来网络空间的命运以及我们所组成的社会的一部分。拟议的建议结合了监管和技术领域,旨在加强各国的能力,并使政府更好地应对不断发展的假新闻状况。设想通过这些建议,社会将走向一个时代,在这个时代,人和技术都将成为解决这些威胁的一部分,而不是造成这些威胁的原因。
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引用次数: 0
Book Review: Recoding America- Why Government is Failing in the Digital Age and How we can Do Better 书评:《重新编码美国——为什么政府在数字时代失败,以及我们如何做得更好》
Luis Felipe Luna-Reyes
In this book, Jennifer Pahlka argues that government failure in implementing digital services and user-centered information technologies is a complex problem that requires re-envisioning our ways of thinking about government organization and policy. In the initial chapters of the book, she first introduces the complexity of developing effective digital services considering technology, institutional and organizational factors. She argues that one way of re-conceptualizing government includes simpler policy and requirements, increased discretion to public managers in implementing policy, and skilled leaders that collaborate with stakeholders in developing lean services supported by product management tools. That is, switching into a mindset that places the citizen at the center and works continuously towards the services that we all need. Although key proposals are controversial and may lead to increased inequality, the book is challenging and a worth read for both practitioners and researchers of digital government.
在这本书中,Jennifer Pahlka认为,政府在实施数字服务和以用户为中心的信息技术方面的失败是一个复杂的问题,需要重新设想我们对政府组织和政策的思考方式。在书的开头几章中,她首先介绍了考虑到技术、制度和组织因素,开发有效的数字服务的复杂性。她认为,重新定义政府概念的一种方法包括简化政策和要求,增加公共管理人员在实施政策时的自由裁量权,以及与利益相关者合作开发由产品管理工具支持的精益服务的熟练领导者。也就是说,转变为一种以公民为中心的心态,不断努力为我们所有人提供所需的服务。尽管关键建议存在争议,并可能导致不平等加剧,但这本书具有挑战性,值得数字政府的实践者和研究人员阅读。
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引用次数: 0
Challenges in AI-supported process analysis in the Italian judicial system: what after digitalization? 意大利司法系统中人工智能支持流程分析的挑战:数字化后会怎样?
Devis Bianchini, Carlo Bono, Alessandro Campi, Cinzia Cappiello, Stefano Ceri, Francesca De Luzi, Massimo Mecella, Barbara Pernici, Pierluigi Plebani
In this commentary paper, we outline research challenges and possible directions for the potential applications of AI in the judicial domain by specifically considering process analysis in the Italian context. Applying AI to process analysis poses several challenges, including information extraction from legacy information systems and analysis of legal documents, process modeling with a particular emphasis on temporal analysis, real-time process monitoring, conformance and compliance checking, predictive techniques for accurate predictions, and analysis of judges’ workload. Solutions to these challenges include methods and tools for data identification and collection, innovative approaches to process modeling, reactive techniques for real-time monitoring, conformance checking with explainability, language models adapted to specific domains, and the identification of suitable indicators for the analysis of case handling efficiency and case classification.
在这篇评论文章中,我们通过具体考虑意大利背景下的过程分析,概述了人工智能在司法领域潜在应用的研究挑战和可能的方向。将人工智能应用于流程分析带来了一些挑战,包括从遗留信息系统中提取信息和分析法律文件,特别强调时间分析的流程建模,实时流程监控,一致性和合规检查,准确预测的预测技术以及法官工作量分析。这些挑战的解决方案包括数据识别和收集的方法和工具,流程建模的创新方法,实时监控的反应技术,可解释性的一致性检查,适应特定领域的语言模型,以及用于分析案例处理效率和案例分类的合适指标的识别。
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引用次数: 0
PLUS: A Semi-automated Pipeline for Fraud Detection in Public Bids 加:在公开投标欺诈检测的半自动管道
Michele A. Brandão, Arthur P. G. Reis, Bárbara M. A. Mendes, Clara A. Bacha de Almeida, Gabriel P. Oliveira, Henrique Hott, Larissa D. Gomide, Lucas L. Costa, Mariana O. Silva, Anisio Lacerda, Gisele L. Pappa
The diversity of sources and formats of public bidding documents makes collecting, processing, and organizing such documents challenging from the point of view of data analysis. Thus, the development of approaches to deal with such data is relevant since the analysis of them allows to expand of the inclusion of people as they have more access to public decisions and expenditures, increase transparency in the public sector and give citizens a greater sense of responsibility for having different points of view on the government’s performance in meeting its public policy goals. In this context, we propose PLUS, a semi-automated pipeline for fraud detection in public bids. PLUS comprises a heuristic meta-classifier for bidding documents and a data quality module. Both modules present promising results after a proof of concept, reinforcing the relevance of PLUS for automating the bidding process investigation. Then, we present two applications of PLUS on real-world data: the construction of audit trails for fraud detection and a price database for overpricing detection. Such applications evidence a significant reduction of specialists’ work searching for irregularities in public bids.
招标文件的来源和格式的多样性,使得收集、处理和组织这些文件从数据分析的角度具有挑战性。因此,制定处理这些数据的方法是相关的,因为对这些数据的分析可以扩大对人们的包容,因为他们有更多的机会参与公共决策和支出,增加公共部门的透明度,并使公民对政府在实现其公共政策目标方面的表现有更大的责任感。在这种情况下,我们提出了PLUS,这是一种用于公开投标欺诈检测的半自动管道。PLUS包括招标文件的启发式元分类器和数据质量模块。经过概念验证后,这两个模块都呈现出有希望的结果,加强了PLUS与自动化招标过程调查的相关性。然后,我们提出了PLUS在现实数据上的两个应用:构建用于欺诈检测的审计跟踪和用于过高定价检测的价格数据库。这些应用表明,专家在公开投标中查找违规行为的工作大大减少了。
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引用次数: 0
How Does the Citizen's Education Level Affect Their Internet Rights Protection Willingness? ——The Parallel Intermediary Effect of Digital Information Acquisition Ability and Utilization Ability 公民受教育程度如何影响其网络维权意愿?——数字信息获取能力与利用能力的平行中介效应
Yuanyuan Guo, Yi Deng, Qingguo Meng
Amid urban digital transformation, products and services have undergone extensive digitization, yielding convenience and benefits for residents. However, this rapid change has also posed challenges to individuals' online rights. Protecting these rights is not only legally essential but also crucial for nurturing digital economic growth. This investigation delves into the impact of education on people's inclination to uphold their online rights. It also explores the intermediary role of two key factors: the ability to acquire digital information and the skill to effectively utilize such information. The findings reveal three essential points: Firstly, education both have directly and indirectly positive influence on citizens' Internet rights protection willingness. Secondly, digital information acquisition ability and digital information utilization ability play a parallel intermediary role in education and Internet rights protection willingness. Thirdly, in comparison to the ability to utilize digital information, education has a more pronounced impact on the ability to acquire digital information. This study underscores the necessity for governmental bodies to assign significant importance to enhancing citizens' competence in both acquisition and utilization digital information. Such efforts are pivotal in bolstering individuals' determination to safeguard their internet rights effectively.
在城市数字化转型中,产品和服务进行了广泛的数字化,为居民带来了便利和利益。然而,这种快速的变化也给个人的网络权利带来了挑战。保护这些权利不仅在法律上是必要的,而且对培育数字经济增长至关重要。这项调查深入探讨了教育对人们维护网络权利倾向的影响。它还探讨了两个关键因素的中介作用:获取数字信息的能力和有效利用这些信息的技能。研究结果揭示了三个要点:第一,教育对公民的网络维权意愿有直接和间接的正向影响。其次,数字信息获取能力和数字信息利用能力在教育和互联网维权意愿中起平行中介作用。第三,与数字信息的利用能力相比,教育对数字信息获取能力的影响更为明显。本研究强调政府机构必须重视提高公民获取和利用数字信息的能力。这些努力对于增强个人有效维护其互联网权利的决心至关重要。
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引用次数: 0
Introduction to the Special Issue on Citizen Centricity in Smart Cities 《智慧城市的市民中心》特刊简介
Leonidas Anthopoulos, Marijn Janssen, Vishanth Weerakkody
City digital transformation is being performed across the globe and it is being supported by several initiatives and policy groups. Nevertheless, this transformation is mainly technology oriented. Although there have been several interesting and impactful outcomes, like solutions for enhancing municipal efficiency and local living, the results lag behind expectations. Real transformation should also change structures and address the whole range from social to technical aspects. People-centricity in this transformation is an emerging topic that is attracting attention and some initiatives have launched. People-centric transformation can be defined as a multi-stakeholder approach to digital transformation that realizes sustainability, inclusiveness, prosperity, and human rights for the benefit of all. The aim of this special issue is to better understand all aspects of citizen centricity and how it can change the orientation of city digital transformation process. The special issue highlights the main elements of people-centricity in cities: inclusiveness, openness, engagement and empowerment via securing citizen awareness, data privacy, service simplification and transparency, and technological availability and observability.
城市数字化转型正在全球范围内进行,并得到了一些倡议和政策团体的支持。然而,这种转变主要是面向技术的。尽管已经取得了一些有趣和有影响力的成果,比如提高市政效率和当地生活的解决方案,但结果仍落后于预期。真正的变革还应改变结构,并处理从社会到技术方面的整个范围。在这种转变中,以人为本是一个新兴的话题,引起了人们的关注,并推出了一些举措。以人为本的转型可以定义为一种多方利益相关者的数字化转型方法,实现可持续性、包容性、繁荣和人权,造福所有人。本期特刊的目的是更好地理解公民中心性的各个方面,以及它如何改变城市数字化转型过程的方向。本期特刊强调了城市以人为本的主要要素:包容性、开放性、参与性和赋权(通过确保公民意识)、数据隐私、服务简化和透明度、技术可用性和可观察性。
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引用次数: 0
DIGITAL PUBLIC SERVICES FOR ARTISANAL FISHERMEN: A case study under Bourdieu's theory of practice in communities of the Brazilian Amazon 为个体渔民提供数字公共服务:基于布迪厄理论的巴西亚马逊社区实践案例研究
João Paulo De Oliveira e Silva, D. Rodrigues
This study aims to observe the implementation process of a digital public service for artisanal fishermen under the lens of Pierre Bourdieu's Theory of Practice, seeking to understand how this population mobilizes capital to mitigate a situation of socio-digital exclusion. The analyzed public service corresponds to the SISRGP 4.0 system for registering fishermen in federal public policies. In a context in which Brazil is undergoing a process of digital transformation of public services, it is relevant to analyze the impact of this implementation on populations in a scenario of socio-digital exclusion, such as that of artisanal fishermen. We hypothesize that the implementation of digital transformation processes in communities with intense socio-digital exclusion drives collective organization practices based on the mobilization of capital and habitus instituted. As a method, it is a case study of the implementation of digital public services for artisanal fishermen in the riverside communities of Chaves/PA using the key concepts of Bourdieu's Theory of Practice. As a result, we can observe that social agents mobilize their capital and that of other agents present in the field to reverse situations of socio-digital exclusion and provide access to digital services, generating changes not standardized by state agents.
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引用次数: 0
Smart Cities and Decision Support Systems - A literature review within the domain of blight properties 智慧城市和决策支持系统-枯萎属性领域的文献综述
Carlos B. Paiva Neto
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引用次数: 0
Digital Government: Strategy, Government Models and Technology 数字政府:战略、政府模式与技术
B. Wirtz
{"title":"Digital Government: Strategy, Government Models and Technology","authors":"B. Wirtz","doi":"10.1007/978-3-031-13086-1","DOIUrl":"https://doi.org/10.1007/978-3-031-13086-1","url":null,"abstract":"","PeriodicalId":93488,"journal":{"name":"Proceedings of the ... International Conference on Digital Government Research. International Conference on Digital Government Research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78475198","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
Conceptual challenges of researching Artificial Intelligence in public administrations 公共管理中研究人工智能的概念挑战
C. V. Noordt
{"title":"Conceptual challenges of researching Artificial Intelligence in public administrations","authors":"C. V. Noordt","doi":"10.1145/3543434.3543441","DOIUrl":"https://doi.org/10.1145/3543434.3543441","url":null,"abstract":"","PeriodicalId":93488,"journal":{"name":"Proceedings of the ... International Conference on Digital Government Research. International Conference on Digital Government Research","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90440351","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
期刊
Proceedings of the ... International Conference on Digital Government Research. International Conference on Digital Government Research
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