AIGC场景分析与互联网产业应用技术路线图研究

IF 3.1 3区计算机科学 Q2 TELECOMMUNICATIONS

China Communications Pub Date : 2023-10-01 DOI:10.23919/jcc.fa.2023-0359.202310

Xiongfei Ren, Lili Tong, Jia Zeng, Chen Zhang

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引用次数: 0

摘要

ChatGPT的爆发被认为是人工智能教育应用规范化的一个里程碑。在技术层面，加快了基于人反馈系统的跨模态人工智能生成应用。在商业模式中，实现交互功能的场景不断丰富。本文回顾了AIGC的演进过程，密切关注人工智能教育应用中业务加速与技术担忧并存的现状，分析了AIGC教育在7个细分领域的应用，并从感知-认知-创造技术成熟度矩阵的角度分析了应用案例的优化方向。3条建议和2个后续研究方向将推动人工智能教育在AIGC时期的科学应用。

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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AIGC scenario analysis and research on technology roadmap of Internet industry application

The explosion of ChatGPT is considered to be a milestone in the normalization of artificial intelligence education applications. On the technical line, the cross-modal AI generation application based on human feedback system is accelerated. In the business model, the scenes to realize interactive functions are constantly enriched. This paper reviews the evolution process of AIGC, closely follows the current situation of the coexistence of business acceleration and technical worries in the application of artificial intelligence education, analyzes the application of AIGC education in 7 subdivided fields, and analyzes the optimization direction of application cases from the perspective of perception-cognition-creation technology maturity matrix. The 3 recommendations and 2 follow-up research directions will promote the scientific application of artificial intelligence education in the AIGC period.

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来源期刊

China Communications 工程技术-电信学

CiteScore

8.00

自引率

12.20%

发文量

2868

审稿时长

8.6 months

期刊介绍： China Communications (ISSN 1673-5447) is an English-language monthly journal cosponsored by the China Institute of Communications (CIC) and IEEE Communications Society (IEEE ComSoc). It is aimed at readers in industry, universities, research and development organizations, and government agencies in the field of Information and Communications Technologies (ICTs) worldwide. The journal's main objective is to promote academic exchange in the ICTs sector and publish high-quality papers to contribute to the global ICTs industry. It provides instant access to the latest articles and papers, presenting leading-edge research achievements, tutorial overviews, and descriptions of significant practical applications of technology. China Communications has been indexed in SCIE (Science Citation Index-Expanded) since January 2007. Additionally, all articles have been available in the IEEE Xplore digital library since January 2013.