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试论大数据信息时代计算机科学技术的应用

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本文探讨了大数据信息时代背景下计算机科学技术的应用.论文首先分析了大数据时代的特征及其对计算机技术的新要求,其次重点讨论了数据挖掘、机器学习、云计算等关键技术在大数据处理与分析中的应用.通过案例分析,本文阐述了这些技术如何提高数据价值挖掘效率、增强数据分析能力、改善决策支持水平.最后,文章展望了未来计算机科学技术在大数据领域的发展趋势.研究表明,计算机科学技术是驱动大数据价值实现的核心动力,其持续创新将为大数据的深度应用提供有力支撑.
On the Application of Computer Science and Technology in the Big Data Information Era
This paper discusses the application of computer science and technology in the context of the big data information era.The study first analyzes the characteristics of the big data era and its new requirements for computer technology.It then focuses on the application of key technologies such as data mining,machine learning,and cloud computing in big data processing and analysis.Through case studies,this paper illustrates how these technologies improve data value mining efficiency,enhance data analysis capabilities,and improve decision support levels.Finally,the article looks forward to future trends in computer science and technology in the field of big data.Research shows that computer science and technology is the core driving force for realizing the value of big data,and its continuous innovation will provide strong support for the in-depth application of big data.

big datacomputer science and technologydata miningmachine learningcloud computing

杨军

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阳泉职业技术学院,山西 阳泉 045000

大数据 计算机科学技术 数据挖掘 机器学习 云计算

2024

软件
中国电子学会 天津电子学会

软件

影响因子:1.51
ISSN:1003-6970
年,卷(期):2024.45(10)