农业图书情报学报 ›› 2023, Vol. 35 ›› Issue (1): 4-25.doi: 10.13998/j.cnki.issn1002-1248.23-0118

• ChatGPT 专题 •    下一篇

回应AIGC的信息资源管理学人思考

张智雄1,2,3,*, 曾建勋4,*, 夏翠娟5,6,*, 王东波7,*, 李白杨8,*, 蔡迎春9,*   

  1. 1.中国科学院文献情报中心,北京100190;
    2.中国科学院大学经济与管理学院信息资源管理系,北京100190;
    3.国家新闻出版署学术期刊新型出版与知识服务重点实验室,北京100190;
    4.中国科学技术信息研究所,北京102627;
    5.中国人民大学信息资源管理学院,北京100080;
    6.上海图书馆,上海200031;
    7.南京农业大学信息管理学院,南京210095;
    8.南京大学数据智能与交叉创新实验室,南京210024;
    9.上海外国语大学图书馆,上海200083
  • 出版日期:2023-01-05 发布日期:2023-03-23
  • 通讯作者: *张智雄,研究馆员,博士生导师,中国科学院文献情报中心,副主任,研究领域为语义标注、数字图书馆、信息监测、学术交流等。E-mail:zhangzhx@mail.las.ac.cn;曾建勋,研究馆员(二级),博士,研究方向为信息资源建设、数字图书馆、数字出版。Email:zeng@istic.ac.cn;夏翠娟,研究员,上海图书馆,博士研究生,中国人民大学信息资源管理学院,研究方向为元数据、知识本体、知识组织、关联数据、数字人文、数字记忆、数字学术。Email:xtykc@yeah.net;王东波,教授,博士生导师,南京农业大学信息管理学院。Email:db.wang@njau.edu.cn;李白杨,助理教授,研究员,博士生导师,南京大学数据智能与交叉创新实验室,研究方向为信息资源管理、数字治理等。Email:libaiyang@nju.edu.cn;蔡迎春,博士,研究馆员,上海外国语大学图书馆,馆长,研究方向为图书馆学、文献学及数字人文。Email:cyingc@shisu.edu.cn2022
  • 基金资助:
    国家重点研发计划项目“科技文献内容深度挖掘及智能分析关键技术和软件”(2022YFF0711900); 国家社科基金重大项目“文化遗产智慧数据资源建设与服务研究” (21&ZD334); 国家社会科学基金重大项目“中国古代典籍跨语言知识库构建及应用研究”(21&ZD331); 国家自然科学基金创新研究群体项目“信息资源管理”(71921002)

Information Resource Management Researchers' Thinking about the Opportunities and Challenges of AIGC

ZHANG Zhixiong1,2,3,*, ZENG Jianxun4,*, XIA Cuijuan5,6,*, WANG Dongbo7,*, LI Baiyang8,*, CAI Yingchun9,*   

  1. 1. National Science Library, Chinese Academy of Sciences, Beijing 100190;
    2. Department of Library, Information and Archives Management, School of Economics and Management, University of Chinese Academy of Sciences, Beijing 100190;
    3. Key Laboratory of New Publication and Knowledge Service for Academic Journals of the National Press and Publication Administration, Beijing 100190;
    4. Institute of Science and Technology Information of China, Beijing 102627;
    5. School of Information Resources Management, Renmin University of China, Beijing 100080;
    6. ShangHai Library, Shanghai 200031;
    7. School of Information Management, Nanjing Agricultural University, Nanjing 210095;
    8. Data Intelligence and Cross Innovation Laboratory, Nanjing University, Nanjing 210024;
    9. Shanghai International Studies University Library, Shanghai 200083
  • Online:2023-01-05 Published:2023-03-23

摘要: 随着ChatGPT的爆火和AIGC的发展,新一代人工智能技术引发了人们关于数字内容生产方式、行业变革的畅想和讨论,同时也引发了信息资源管理学人拥抱技术变革之外的更多思考。基于此我刊从信息资源管理学科建设和事业发展的高度出发,邀请6位专家开展相关研讨。(1)AIGC与文献情报领域:人工智能技术飞速发展的本质在于数据资源不断丰富和质量提升带来的知识获取能力提升。文献情报领域应充分认识自身价值和作用,积极发挥自身数据资源优势,有效利用知识组织管理专长,主动融入当前AI技术的研发大潮,积极贡献智慧和方案。(2)AIGC的颠覆性变革:ChatGPT的出现为图书情报界带来了颠覆性挑战,学科应积极推进人工智能时代的变革抓住机遇,围绕知识生产、资源发现、知识关联、科研伦理探索新的生长点。发挥我国集约化政策和举国体制优势,推进信息服务向知识服务内容生成服务的转型,释放全社会知识生产力。(3)AIGC与文化遗产资源:ChatGPT开创了模型主导内容生产的时代,同时AIGC对文化遗产资源智慧化加工路径和智慧化服务模式也产生了深远影响。未来我们应在AIGC中赋予人类的公序良俗等普适的价值理性,并积极迎接和推动文化遗产领域的范式变革。(4)AIGC与古籍智能信息处理研究:ChatGPT在推进古籍智能信息处理研究、促进文化传播与文明传承方面发挥积极作用的同时,也带来了文化价值与国家安全、内容安全与信息治理、信息素养与人文教育等方面的挑战。展望未来我们应在提供高质量大规模的典籍精加工数据等方面努力,以构建科学、全面和体系化的信息安全与数字伦理体系。(5)AIGC与智能工具变革:分析AIGC技术发展中大数据、大模型、大算力的三要素,以及数据量的大而全、数据分析的细粒度化、语义关联的多源多模态语义融合、信息服务的人机融合和智能交互的四向发展。指出AIGC将在生产革新、自动生成和生态培育3方面带来内容生产范式变革;同时,也会在技术垄断和霸权、网络信息安全、技术融合等方面带来挑战。(6)AIGC与图书馆:分析ChatGPT模型拓展、数据增强和模型融合的核心技术创新态势基础上,论证了图书馆应用ChatGPT的必要性和危机性。此外,基于智能管理系统、检索系统、推荐系统、问答系统、搜索引擎5方面出发,提出了ChatGPT在图书馆融合和发挥作用的创新方向建议。

关键词: AIGC, ChatGPT, 知识组织, 文化遗产, 古籍智能信息处理, 图书馆, 数字伦理

Abstract: With the explosive popularity of ChatGPT and the development of AI generated content (AIGC), the new generation of artificial intelligence (AI) technology has triggered people's imagination and discussion about the production mode of digital content and the industry transformation. At the same time, it also prompted more scholars' thinking beyond embracing the technological changes in the field information resource management. Based on this, we invited 6 experts to carry out related discussions from the perspective of the disciplinary construction and development of information resource management. (1) AIGC and the field of library and information service: The essence of the rapid development of AI technology lies in the improvement of people's ability in knowledge acquisition brought by the continuous enrichment of data resources and the improvement of quality. The professionals in the field of library and information service should fully understand their value and their role, give full play to the advantages of data resources in libraries, effectively utilize their expertise in knowledge organization and management, actively promote research and development of AI technology, and contribute their wisdom and solutions. (2) The disruptive change brought about by AIGC: The emergence of ChatGPT has brought subversive challenges to the library and information service field. The professionals in this field should actively promote the transformation of the AI era, seize the opportunity, and explore new growth points around knowledge production, resource discovery, knowledge relevance and scientific research ethics. In addition, they should give play to the advantages of our country's political system and intensive development policies, promote the transformation of information services to knowledge content generation service, and raise the knowledge productivity of the whole society. (3) AIGC and cultural heritage resources: ChatGPT has ushered in an era of model-driven content production and carry out innovation in the mode of intelligent service of cultural heritage resources supported by AIGC. In addition, this paper also analyzes the copyright ownership, real-time, interpretability, verifiability, trustworthiness, algorithm bias and cognitive misdirection of large-scale AIGCs. In the future, universal value rationality such as public order and good customs should be endowed with the AIGC, and the paradigm change in the field of cultural heritage should be actively welcomed and promoted. (4) AIGC and researches on intelligent information processing of ancient books: While ChatGPT plays a positive role in promoting intelligent information processing of ancient books and promoting cultural transmission and civilization inheritance, it also brings challenges in cultural value and national security, content security and information governance, information literacy and humanistic education. It is necessary to make efforts in the aspects like providing higher quality and larger scale of precise processing of ancient books in the future, so as to build a scientific, comprehensive and systematic system of information security and digital ethics. (5) AIGC and intelligent tool revolution: This paper analyzes the three elements of big data, giant model and huge computing power in the development of AIGC technology, as well as the four development directions of large and complete data volume, fine granularity of data analysis, multi-source and multi-mode semantic integration of semantic association, human-computer integration of information services and intelligent interaction. It is pointed out that AIGC will bring about the paradigm change of content production in three aspects: production innovation, automatic generation and ecological cultivation. At the same time, it will also bring challenges in technology monopoly and hegemony, network information security technology integration and other aspects. (6) AIGC and library: Based on the analysis of the core technology innovation trend in the ChatGPT model expansion, data enhancement and model fusion, this paper demonstrates the necessity and crisis of using ChatGPT in libraries. In addition, from five aspects of intelligent management system, retrieval system, recommendation system, question answering system and search engine, this paper puts forward some suggestions on the use of GPT in library service integration and innovation promotion.

Key words: AIGC, ChatGPT, knowledge organization, cultural heritage, intelligent information processing of ancient books, library, digital ethics

中图分类号: 

  • G255.1

引用本文

张智雄, 曾建勋, 夏翠娟, 王东波, 李白杨, 蔡迎春. 回应AIGC的信息资源管理学人思考[J]. 农业图书情报学报, 2023, 35(1): 4-25.

ZHANG Zhixiong, ZENG Jianxun, XIA Cuijuan, WANG Dongbo, LI Baiyang, CAI Yingchun. Information Resource Management Researchers' Thinking about the Opportunities and Challenges of AIGC[J]. Journal of Library and Information Science in Agriculture, 2023, 35(1): 4-25.