The power of generative AI for CRIS systems: a new paradigm for scientific information management

Anna Guillaumet
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Abstract

The paper analyses the implications of the emergence of artificial intelligence (AI), especially generative AI, on current research information systems (CRIS). It reviews the recent European regulations for high-risk AI systems, the Spanish AI strategy, and the IntelComp project as use cases. The study found that the maturity of CRIS systems, coupled with the increasing complexity due to data aggregation, sets the stage for innovative AI applications. The paper proposes key domains where AI can impact and be applied in CRIS, including data management, research assessment, and advanced analytics. It also provides examples of how generative AI can be leveraged to enhance scientific information management within CRIS. The findings highlight the need to ensure the responsible and ethical development of AI technologies in the research domain.
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生成式人工智能在 CRIS 系统中的力量:科学信息管理的新范例
本文分析了人工智能(AI),特别是生成式人工智能的出现对当前研究信息系统(CRIS)的影响。它回顾了最近欧洲对高风险人工智能系统的规定、西班牙人工智能战略以及作为使用案例的 IntelComp 项目。研究发现,CRIS 系统的成熟度,加上数据聚合带来的日益复杂性,为人工智能的创新应用创造了条件。论文提出了人工智能可以影响和应用于 CRIS 的关键领域,包括数据管理、研究评估和高级分析。论文还举例说明了如何利用生成式人工智能来加强 CRIS 内部的科学信息管理。研究结果强调,必须确保在研究领域以负责任和合乎道德的方式开发人工智能技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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