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数据服务于人工智能还是人工智能服务于数据:人工智能作为开放政府数据生态系统的催化剂.pdf

上传人: 新** 编号:937401 2025-10-15 37页 6.53MB

1、Anastasija NikiforovaData for AI or AI for data:artificial intelligence as a catalyser for open government ecosystemsAssistant Professor,University of TartuABOUT PRESENTERASSISTANT PROFESSOR,UNIVERSITY OF TARTU,FACULTY OF SCIENCE AND TECHNOLOGY,INSTITUTE OF COMPUTER SCIENCE,CHAIR OF SOFTWARE ENGINEE

2、RINGEUROPEAN OPEN SCIENCE CLOUD TASK FORCE“FAIR METRICS AND DIGITAL OBJECTS”EDSC AMBASSADOR(EUROPEAN DIGITAL SKILLS CERTIFICATE,AS PART OF ACTION 9 OF THE DIGITAL EDUCATION ACTION PLAN(2021-2027)JRC/SVQ/2022/OP/0013)DIGITAL GOVERNMENT SOCIETY(DGS)ASSOCIATE MEMBER OF THE LATVIAN OPEN TECHNOLOGY ASSOC

3、IATIONSCIENTIFIC&TECHNICAL ADVISORY BOARD OF SWITCH CONNECTOME IFIP WG8.5 ON ICT AND PUBLIC ADMINISTRATION MEMBERDATA FOR AI OR AI FOR DATA:ARTIFICIAL INTELLIGENCE AS A CATALYSER FOR OPEN GOVERNMENT DATA ECOSYSTEMS Governments worldwide,at national and supra-national levels,with somehow less progres

4、s at the subnational and local levels,are striving to improve the FAIRness of their data AI present unprecedented opportunities to unlock the full potential of Open Government DataDATA FOR AI OR AI FOR DATA:ARTIFICIAL INTELLIGENCE AS A CATALYSER FOR OPEN GOVERNMENT DATA ECOSYSTEMSOPEN DATA RHAPSODY

5、AI WILL ROCK YOU?!DALLE 3-generated content Governments worldwide,at national and supra-national levels,with somehow less progress at the subnational and local levels,arestriving to improve the FAIRness of their data AI present unprecedented opportunities to unlock the full potential of Open Governm

6、ent DataHOWEVER,the current understanding&use of AI are limitedto specific AI implementationsin a specific setting of OGD-the portalsDATA FOR AI OR AI FOR DATA:ARTIFICIAL INTELLIGENCE AS A CATALYSER FOR OPEN GOVERNMENT DATA ECOSYSTEMSSO FARimage:FDATA FOR AI OR AI FOR DATA:ARTIFICIAL INTELLIGENCE AS

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根据《Data》标记中的内容,全文主要内容概括如下: - **开放政府数据(OGD)的重要性**:全球各国政府都在努力提高数据的FAIR性(Findable, Accessible, Interoperable, Reusable),以释放OGD的潜力。 - **人工智能(AI)在OGD中的作用**:AI被视为OGD生态系统转型的催化剂,能够提升治理、透明度和公民参与。 - **OGD生命周期**:包括预处理、探索、转换和维护等阶段,涉及数据创建、选择、调和、发布、互连、发现、探索、数据集组合、信息/产品/服务开发以及数据维护。 - **AI在OGD生态系统中的应用**:AI作为门户管理员、探索者、链接器、监控者、数据检索者、连接器、价值开发者、参与者和生态系统数据检索者等角色。 - **数据智能和集体智能**:AI结合数据智能和集体智能,通过数据情报、集体智能、具身智能和人工智能,提高决策能力。 - **风险与责任**:随着数据量的增加,需要关注偏见与歧视、隐私与数据保护、缺乏信任与可解释性等风险。 核心数据: - 无具体核心数据引用,但强调了AI在OGD生态系统中的多方面应用和OGD生命周期的重要性。
"AI如何助力开放数据?" "数据智能,未来治理新引擎?" "开放数据生态,AI如何破局?"
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