| 王静静,叶鹰.生成式AI及其GPT类技术应用对信息管理与传播的变革探析[J].中国图书馆学报,2023,49(6):41~50 |
| A Probe into the Generative AI and GPT type Technical Applications with Transform for Information Management and Communication |
| 生成式AI及其GPT类技术应用对信息管理与传播的变革探析 |
| Received:March 26, 2023 |
| DOI： |
| Key words:Artificial intelligence Generative AI GPT ChatGPT AI GPT LLM Information management Information communication |
| 中文关键词: 人工智能 生成式AI GPT ChatGPT AI GPT 大语言模型 信息管理 信息传播 |
| 基金项目: |
|
| Hits: 324 |
| Download times: 231 |
| Abstract: |
Generative AI and GPT type technical applications are popular all over the world. A knowledge innovation affecting the whole society is taking place,and a new technological revolution is open and deserves close attention from various industries,especially the information management and communication industry. In this paper,the impacts of generative AI,LLM,and GPT on information management and communication are discussed in a logical synthesis. It is pointed out that generative AI and GPT type technical applications are having a subversive impact on information management and communication through smart office,automatic summarization,automatic summary and automatic report,machine translation,and media revolution.
This paper argues that the impacts of the progress of AI on information management and communication are as follows:1)in the aspect of natural language processing,natural language can be understood and generated more accurately through the use of large language models,thus greatly improving the efficiency of intelligent information processing；2)in the aspect of multi modal intelligent processing,it can process a variety of data types,making information processing more rich and three dimensional；3)on the basis of the above,more sophisticated neural network algorithms can be used to realize more advanced intelligent information processing. And GPT type technical applications will reshape the information management and communication business:1)intelligent reference service will appear,which will become a part of the new smart library model；2)natural language interaction can be realized,making the management and communication of cross language information more convenient and efficient；3)change knowledge ecology through multi modal information processing；4)knowledge integration and generation can be realized to promote the evolution of application towards creative knowledge.
This paper also points out that generative AI and GPT type technical applications have data deviation issues,transparency issues,privacy issues,malicious use issues,etc. It is suggested that the advancement of AI and the development of GPT are transforming information management and communication,and are reshaping information management and communication,which deserves great attention from the academic and industry circles. 1 fig. 1 tab. 35 refs.
|
| 中文摘要: |
生成式AI和GPT类技术应用风靡全球。一场影响全社会的知识创新正在发生,新技术革命开启,值得各行业尤其是信息管理与传播业密切关注。本文以逻辑综合方法讨论生成式AI、大语言模型、GPT对信息管理与传播的影响。指出生成式AI和GPT类技术应用正通过智能办公、自动摘要、自动综述和自动简报、机器翻译、媒体变革等对信息管理与传播产生颠覆性影响；也指出生成式AI和GPT类技术应用存在数据偏差、透明度、隐私、恶意使用等问题；提示AI进步和GPT发展正在变革信息管理与传播,正在重塑信息管理与传播,值得学界和业界高度关注。图1。表1。参考文献35。
|
|
View Full Text
View/Add Comment Download reader |
|
|
|
