Author(s)

Jun Wang ¹

Affiliation(s)

¹ Nanjing 30000IoT Technology Co., Ltd, Nanjing, Jiangsu, China

Corresponding Author

Jun Wang

ABSTRACT

This paper aims to explore big data analysis methods based on artificial intelligence technology and analyze their applications in addressing challenges and issues in the real world. Firstly, an overview of big data analysis and artificial intelligence technology is provided, including their definitions, importance, and application areas. Secondly, a detailed discussion on big data analysis methods based on artificial intelligence technology is presented, covering aspects such as data preprocessing, feature extraction and selection, as well as model establishment and evaluation. Based on this foundation, the paper showcases the practical applications of these methods in domains such as healthcare, finance, and e-commerce through case studies. Lastly, the strengths and limitations of current methods are discussed, along with suggestions for future development directions and methodological improvements. This study aims to provide theoretical guidance and practical experience for research and practice in the field of big data analysis.

KEYWORDS

Big Data Analysis, Artificial Intelligence Technology, Data Preprocessing, Feature Extraction

CITE THIS PAPER

Jun Wang, Research on Big Data Analysis Methods Based on Artificial Intelligence Technology. Automation and Machine Learning (2024) Vol. 5: 62-68. DOI: http://dx.doi.org/10.23977/autml.2024.050108.

REFERENCES

[1] Zhang Z. Big data analysis with artificial intelligence technology based on machine learning algorithm [J]. Journal of Intelligent & Fuzzy Systems, 2020, 39(5): 6733-6740.
[2] Kibria M G, Nguyen K, Villardi G P, et al. Big data analytics, machine learning, and artificial intelligence in next-generation wireless networks [J]. IEEE access, 2018, 6: 32328-32338.
[3] Zhu H. Big data and artificial intelligence modeling for drug discovery [J]. Annual review of pharmacology and toxicology, 2020, 60: 573-589.
[4] Duan Y, Edwards J S, Dwivedi Y K. Artificial intelligence for decision making in the era of Big Data–evolution, challenges and research agenda[J]. International journal of information management, 2019, 48: 63-71.
[5] Kumar P, Singh A, Rajput V D, et al. Role of artificial intelligence, sensor technology, big data in agriculture: next-generation farming[M]//Bioinformatics in Agriculture. Academic Press, 2022: 625-639.
[6] Samara D, Magnisalis I, Peristeras V. Artificial intelligence and big data in tourism: a systematic literature review [J]. Journal of Hospitality and Tourism Technology, 2020, 11(2): 343-367.

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