大数据分析的人工智能方法和机制:系统研究

IF 2.8 4区 生物学
3 Biotech Pub Date : 2023-07-01 DOI:10.46632/jdaai/2/3/1
S. Gomathi Meena, S. Dharani
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引用次数: 0

摘要

传感器网络和物联网(IoT)技术的最新进展导致了大量数据的收集。搜索如此多的信息需要一种更有效和准确的分析方法。机器学习和进化算法等人工智能技术可以在大数据中提供更好、更快、更有效的结果。尽管有这种兴趣,但据我们所知,还没有对分析大数据的各种人工智能技术进行深入研究。文献中的大多数产品都集中在智力的非凡能力上。近年来,在智能系统的发展过程中,出现了安全性、安全性、完整性、可持续性和实用性等挑战。随着智能技术使用的增加,新的挑战也在增加。显然,随着我们从狭义的人工智能转向超级人工智能,对安全等问题的理解也会发生变化。此外,如果不考虑创造智能机器的所有问题,人类智能的最新进展就不可能发生。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial Intelligence Approaches and Mechanisms for Big Data Analytics: A Systematic Study
Recent advances in sensor networks and Internet of Things (IoT) technology have led to the collection of large amounts of data. Searching for this much information requires a more efficient and accurate analysis method. Artificial intelligence (AI) techniques such as machine learning and evolutionary algorithms can provide better, faster and more efficient results in big data. Despite this interest, to the best of our knowledge, there has not been a thorough study of the various artificial intelligence techniques for analyzing big data. Most products in the literature focus on the extraordinary ability of intelligence. Recently, challenges such as security, security, integrity, sustainability and utility have emerged during the development of intelligent systems. As the use of smart technology increases, so do new challenges. Obviously, understanding of issues like security will change as we move from narrow AI to super AI. Also, recent advances in human intelligence cannot take place without considering all the problems in creating intelligent machines.
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来源期刊
3 Biotech
3 Biotech BIOTECHNOLOGY & APPLIED MICROBIOLOGY-
自引率
0.00%
发文量
314
期刊介绍: 3 Biotech publishes the results of the latest research related to the study and application of biotechnology to: - Medicine and Biomedical Sciences - Agriculture - The Environment The focus on these three technology sectors recognizes that complete Biotechnology applications often require a combination of techniques. 3 Biotech not only presents the latest developments in biotechnology but also addresses the problems and benefits of integrating a variety of techniques for a particular application. 3 Biotech will appeal to scientists and engineers in both academia and industry focused on the safe and efficient application of Biotechnology to Medicine, Agriculture and the Environment.
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