{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T03:22:50Z","timestamp":1779333770418,"version":"3.51.4"},"reference-count":62,"publisher":"Emerald","issue":"2","license":[{"start":{"date-parts":[[2024,2,29]],"date-time":"2024-02-29T00:00:00Z","timestamp":1709164800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IJPCC"],"published-print":{"date-parts":[[2024,3,20]]},"abstract":"<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title>\n<jats:p>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.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title>\n<jats:p>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.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Findings<\/jats:title>\n<jats:p>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.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Research limitations\/implications<\/jats:title>\n<jats:p>This paper is based on academic articles published from 2019 to 2023. Therefore, scientific outputs published before 2019 are omitted.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title>\n<jats:p>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.<\/jats:p>\n<\/jats:sec>","DOI":"10.1108\/ijpcc-09-2023-0250","type":"journal-article","created":{"date-parts":[[2024,2,27]],"date-time":"2024-02-27T04:20:00Z","timestamp":1709007600000},"page":"308-342","source":"Crossref","is-referenced-by-count":13,"title":["Big data challenges and opportunities in Internet of Vehicles: a systematic review"],"prefix":"10.1108","volume":"20","author":[{"given":"Atefeh","family":"Hemmati","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mani","family":"Zarei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amir Masoud","family":"Rahmani","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"140","published-online":{"date-parts":[[2024,2,29]]},"reference":[{"key":"key2024112215424995900_ref001","doi-asserted-by":"crossref","first-page":"100413","DOI":"10.1016\/j.vehcom.2021.100413","article-title":"FWDP: a fuzzy logic-based vehicle weighting model for data prioritization in vehicular ad hoc networks","volume":"33","year":"2022","journal-title":"Vehicular Communications"},{"issue":"18","key":"key2024112215424995900_ref002","doi-asserted-by":"crossref","first-page":"e4999","DOI":"10.1002\/dac.4999","article-title":"A traffic-centric fuzzy approach for solving the starvation problem of cooperative awareness messages in vehicular ad hoc networks","volume":"34","year":"2021","journal-title":"International Journal of Communication Systems"},{"issue":"5","key":"key2024112215424995900_ref003","doi-asserted-by":"crossref","first-page":"4827","DOI":"10.1109\/TITS.2023.3237321","article-title":"SeAC: SDN-enabled adaptive clustering technique for social-aware internet of vehicles","volume":"24","year":"2023","journal-title":"IEEE Transactions on Intelligent Transportation Systems"},{"issue":"2","key":"key2024112215424995900_ref004","doi-asserted-by":"crossref","first-page":"793","DOI":"10.1007\/s11831-021-09590-x","article-title":"Big data processing and analysis in internet of vehicles: architecture, taxonomy, and open research challenges","volume":"29","year":"2022","journal-title":"Archives of Computational Methods in Engineering"},{"key":"key2024112215424995900_ref005","first-page":"566","article-title":"The architecture, classification, and unsolved research issues of big data extraction as well as decomposing the internet of vehicles (IoV)","year":"2021"},{"issue":"7","key":"key2024112215424995900_ref006","doi-asserted-by":"crossref","first-page":"3975","DOI":"10.1109\/TITS.2020.3002712","article-title":"A hierarchical blockchain-enabled federated learning algorithm for knowledge sharing in internet of vehicles","volume":"22","year":"2021","journal-title":"IEEE Transactions on Intelligent Transportation Systems"},{"key":"key2024112215424995900_ref007","first-page":"347","article-title":"Data propagation method of internet of vehicles based on sharding blockchain","volume-title":"Advances and Trends in Artificial Intelligence. 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