Designing an AI compatible open government data ecosystem for public governance

IF 1.3 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE Information Polity Pub Date : 2023-03-23 DOI:10.3233/ip-220020
Evrim Tan
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Abstract

AI solutions can significantly leverage open government data (OGD) ecosystems in public governance. For that, it is important to design effective and transparent governance mechanisms that create value in an OGD ecosystem through AI solutions. This article develops a conceptual model for a systematic design of an OGD governance model, which adopts a platform governance approach and integrates the governance needs derived from the use of AI. The purpose of the conceptual model is to systematically identify and analyze the interrelationships among multiple change factors on OGD governance design and to project available AI-based solutions for the OGD ecosystem by assessing the managerial, organizational, legal, technological, moral, and institutional variances. The proposed ‘6-step model’ suggests that an AI-compatible OGD ecosystem design requires (i) identifying contingencies, (ii) identifying data prosumers, (iii) assigning data governance roles, (iv) identifying design values, (v) designing the governance of AI, and (vi) designing the governance by AI. Through the recursive and reflexive analysis of each step, policymakers and system designers can develop reliable strategies in leveraging AI solutions for the use of OGD in public governance.
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设计兼容人工智能的公共治理开放政府数据生态系统
人工智能解决方案可以在公共治理中显著利用开放政府数据(OGD)生态系统。为此,重要的是设计有效和透明的治理机制,通过AI解决方案在OGD生态系统中创造价值。本文为OGD治理模型的系统设计开发了一个概念模型,该模型采用平台治理方法,并集成了使用人工智能产生的治理需求。概念模型的目的是系统地识别和分析OGD治理设计中多个变化因素之间的相互关系,并通过评估管理、组织、法律、技术、道德和制度差异,为OGD生态系统规划可用的基于人工智能的解决方案。提出的“6步模型”表明,与人工智能兼容的OGD生态系统设计需要(i)识别偶然性,(ii)识别数据产消者,(iii)分配数据治理角色,(iv)识别设计价值,(v)设计人工智能治理,(vi)设计人工智能治理。通过对每个步骤的递归和反射性分析,政策制定者和系统设计者可以制定可靠的策略,利用人工智能解决方案在公共治理中使用OGD。
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来源期刊
Information Polity
Information Polity INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
3.30
自引率
10.00%
发文量
42
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