Applications of integrating artificial intelligence and big data: A comprehensive analysis

被引:0
|
作者
Almanasra, Sally [1 ]
机构
[1] Arab Open Univ, Fac Comp Studies, Riyadh 11681, Saudi Arabia
关键词
artificial intelligence; Internet of Things; big data; ChatGPT; CHALLENGES; CANCER;
D O I
10.1515/jisys-2024-0237
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The integration of artificial intelligence (AI) and big data technologies has the potential to revolutionize various industries, yet there are complexities and challenges associated with their implementation. This comprehensive study aims to investigate the combined impact of AI and big data on operational efficiency, precision, and security across multiple sectors. By utilizing a methodological analysis of 105 peer-reviewed articles sourced from reputable databases, we systematically explore the diverse applications, key innovations, and transformative potential of these technologies. Our findings uncover significant advancements in healthcare diagnostics, drug discovery, personalized education, and smart farming, highlighting how AI enhances big data analytics to drive notable improvements. Specifically, the study reveals the accuracy of AI in healthcare diagnostics, the efficiency of big data in drug discovery, the personalization of learning experiences through AI in education, and the sustainability advancements in agriculture through smart farming. These results underscore a substantial shift toward more sophisticated data-driven decision-making and operational processes facilitated by the integration of AI and big data. This shift addresses the initial research problem and makes a significant contribution to both academic and practical understanding of the role these technologies play in shaping the future of industry operations. The study concludes that while AI and big data integration offers substantial benefits, addressing associated challenges is crucial for maximizing their impact.
引用
收藏
页数:18
相关论文
共 50 条
  • [1] Biomedical Applications of Big Data and Artificial Intelligence
    Pei, Yan
    Yang, Jijiang
    BIOENGINEERING-BASEL, 2025, 12 (02):
  • [2] Integrating Artificial Intelligence and Big Data in Spanish Journalism Education: A Curricular Analysis
    Tejedor, Santiago
    Cervi, Laura
    Romero-Rodriguez, Luis M.
    Vick, Stephanie
    JOURNALISM AND MEDIA, 2024, 5 (04): : 1607 - 1623
  • [3] Integrating Big Data, Artificial Intelligence, and motion analysis for emerging precision medicine applications in Parkinson's Disease
    Dipietro, Laura
    Eden, Uri
    Elkin-Frankston, Seth
    El-Hagrassy, Mirret M.
    Camsari, Deniz Doruk
    Ramos-Estebanez, Ciro
    Fregni, Felipe
    Wagner, Timothy
    JOURNAL OF BIG DATA, 2024, 11 (01)
  • [4] Applications of artificial intelligence to drug design and discovery in the big data era: a comprehensive review
    Neetu Tripathi
    Manoj Kumar Goshisht
    Sanat Kumar Sahu
    Charu Arora
    Molecular Diversity, 2021, 25 : 1643 - 1664
  • [5] Applications of artificial intelligence to drug design and discovery in the big data era: a comprehensive review
    Tripathi, Neetu
    Goshisht, Manoj Kumar
    Sahu, Sanat Kumar
    Arora, Charu
    MOLECULAR DIVERSITY, 2021, 25 (03) : 1643 - 1664
  • [6] Artificial intelligence and analysis of geospatial big data
    Carlucci, Renzo
    GEOMEDIA, 2018, 22 (06) : 5 - 5
  • [7] Special issue:Innovative applications of big data and artificial intelligence
    W.Art CHAOVALITWONGSE
    Ye YUAN
    Qingpeng ZHANG
    Jianguo LIU
    Frontiers of Engineering Management, 2022, (04) : 517 - 519
  • [8] Special issue: Innovative applications of big data and artificial intelligence
    Chaovalitwongse, W. Art
    Yuan, Ye
    Zhang, Qingpeng
    Liu, Jianguo
    FRONTIERS OF ENGINEERING MANAGEMENT, 2022, 9 (04) : 517 - 519
  • [9] Special issue: Innovative applications of big data and artificial intelligence
    W. Art Chaovalitwongse
    Ye Yuan
    Qingpeng Zhang
    Jianguo Liu
    Frontiers of Engineering Management, 2022, 9 : 517 - 519
  • [10] Artificial intelligence and big data from digital health applications: publication trends and analysis
    Arslantas, Selma
    JOURNAL OF HEALTH ORGANIZATION AND MANAGEMENT, 2024,