Big data challenges and opportunities in Internet of Vehicles: a systematic review

被引:2
|
作者
Hemmati, Atefeh [1 ]
Zarei, Mani [2 ]
Rahmani, Amir Masoud [3 ]
机构
[1] Islamic Azad Univ, Sci & Res Branch, Dept Comp Engn, Tehran, Iran
[2] Islamic Azad Univ, Dept Comp Engn, Shahr E Qods Branch, Tehran, Iran
[3] Natl Yunlin Univ Sci & Technol, Future Technol Res Ctr, Touliu, Taiwan
关键词
Big data; IoV; Data analytics; Intelligent transportation systems (ITS); ENABLED INTERNET; MODEL;
D O I
10.1108/IJPCC-09-2023-0250
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Purpose - Big data challenges and opportunities on the Internet of Vehicles (IoV) have emerged as a transformative paradigm to change intelligent transportation systems. With the growth of data-driven applications and the advances in data analysis techniques, the potential for data-adaptive innovation in IoV applications becomes an outstanding development in future IoV. Therefore, this paper aims to focus on big data in IoV and to provide an analysis of the current state of research. Design/methodology/approach - This review paper uses a systematic literature review methodology. It conducts a thorough search of academic databases to identify relevant scientific articles. By reviewing and analyzing the primary articles found in the big data in the IoV domain, 45 research articles from 2019 to 2023 were selected for detailed analysis. Findings - This paper discovers the main applications, use cases and primary contexts considered for big data in IoV. Next, it documents challenges, opportunities, future research directions and open issues. Research limitations/implicationsThis paper is based on academic articles published from 2019 to 2023. Therefore, scientific outputs published before 2019 are omitted. Originality/value - This paper provides a thorough analysis of big data in IoV and considers distinct research questions corresponding to big data challenges and opportunities in IoV. It also provides valuable insights for researchers and practitioners in evolving this field by examining the existing fields and future directions for big data in the IoV ecosystem.
引用
收藏
页码:308 / 342
页数:35
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