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ChatGPT为代表的大模型对信息资源管理的影响
孙雨生 发布    浏览1142次   2023-02-27发布

ChatGPT为代表的大模型对信息资源管理的影响_陆伟.pdf

The Influence of Large Language Models Represented by ChatGPT on Information Resources Management

陆伟1,2刘家伟1,2马永强1,2程齐凯1,2LU WeiLIU JiaweiMA YongqiangCHENG Qikai

1.武汉大学信息管理学院,武汉,4300722.武汉大学信息检索与知识挖掘研究所,武汉,430072

摘要:OpenAI发布的新一代对话型语言模型――ChatGPT,展现了自然流畅的对话能力。原本被认为不太可能的通用人工智能曙光重现。以ChatGPT为代表的大模型是数智时代的典型技术和应用创新。面对ChatGPT 强大的信息加工、荟萃、整合和生成能力,信息资源管理学科机遇与挑战同在。

ChatGPT在信息资源管理支撑算法与技术、信息资源建设、信息组织与信息检索、信息治理、内容安全与评价、人机智能交互与协同等方面都具有深远的影响。数智时代,人工智能大模型飞速发展,我们有必要对此保持密切关注。依托以 ChatGPT为代表的大模型,通过学科技术应用范式转换、理论方法创新、治理变革,可以进一步夯实信息资源支撑“四个面向”的基础。

关键词:ChatGPT;大模型;信息资源管理

中图分类号:G25

Abstract: OpenAI has released a new generation of conversational language model: ChatGPT, showing natural, fluid conversation capabilities, reviving the promise of artificial general intelligence that was previously thought impossible. Large language models represented by ChatGPT are typical technological and application innovations in the era of digital intelligence. ChatGPT's powerful ability of information processing, collecting, integrating and generating brings challenges and opportunities to information resource management discipline.It has had a profound impact on the six perspectives of information resources management including supporting algorithms and technologies, information resources construction, nformation organization and information retrieval, information governance, content security and evaluation, and human-computer intelligent interaction and collaboration. In the era of digital intelligence, with the rapid development of large-scale AI models, it is necessary for us to keep close attention to this and promote the corresponding transformation of subject technology application paradigm, innovation of theories and methods, and governance  eform, so as to further consolidate the foundation of information resources to support the "Four Orientations".

Keywords: ChatGPT; Large language model; Information resources management.