智能时代的软件开发:用正确的方法拥抱大型语言模型

IF 2.7 3区 工程技术 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Xin Peng
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引用次数: 0

摘要

对于软件企业来说,拥抱 LLMs 无疑是一个正确甚至是必要的方向,有助于提高质量和效率。但是,实现系统、全面的智能软件开发还需要深思熟虑,还有许多基础性工作要做。对企业而言,夯实软件开发的数字化和知识积累,以及需求分析、设计、验证等软件工程的基础能力,仍然至关重要,也是实现更高水平智能开发的基本条件。就学术研究而言,在系统、全面的智能软件开发方向上还有许多工作要做。这也需要我们在了解 LLM 能力的基础上,对软件系统和软件需求与设计的复杂性有更深入的理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Software development in the age of intelligence: embracing large language models with the right approach

Embracing LLMs is definitely a correct and even necessary direction for software enterprises to improve quality and efficiency. However, achieving systematic and comprehensive intelligent software development still requires careful consideration and there is much fundamental work to do. For enterprises, solidifying the digitization and knowledge accumulation of software development, as well as the fundamental capabilities of software engineering such as requirement analysis, design, and validation, remains crucial and is also a basic condition for achieving higher levels of intelligent development. For academic research, there is still much work to do in the direction of systematic and comprehensive intelligent software development. This also requires us have a deeper understanding of the complexity of software systems and software requirements and design, based on understanding the capabilities of LLMs.

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来源期刊
Frontiers of Information Technology & Electronic Engineering
Frontiers of Information Technology & Electronic Engineering COMPUTER SCIENCE, INFORMATION SYSTEMSCOMPU-COMPUTER SCIENCE, SOFTWARE ENGINEERING
CiteScore
6.00
自引率
10.00%
发文量
1372
期刊介绍: Frontiers of Information Technology & Electronic Engineering (ISSN 2095-9184, monthly), formerly known as Journal of Zhejiang University SCIENCE C (Computers & Electronics) (2010-2014), is an international peer-reviewed journal launched by Chinese Academy of Engineering (CAE) and Zhejiang University, co-published by Springer & Zhejiang University Press. FITEE is aimed to publish the latest implementation of applications, principles, and algorithms in the broad area of Electrical and Electronic Engineering, including but not limited to Computer Science, Information Sciences, Control, Automation, Telecommunications. There are different types of articles for your choice, including research articles, review articles, science letters, perspective, new technical notes and methods, etc.
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