{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T19:04:01Z","timestamp":1773342241680,"version":"3.50.1"},"reference-count":43,"publisher":"Springer Science and Business Media LLC","issue":"3-4","license":[{"start":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T00:00:00Z","timestamp":1742947200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T00:00:00Z","timestamp":1742947200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62171135"],"award-info":[{"award-number":["62171135"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Fujian Distinguished Talent Project","award":["2022J06010"],"award-info":[{"award-number":["2022J06010"]}]},{"name":"Fujian Province Key Technique Project","award":["2023XQ004"],"award-info":[{"award-number":["2023XQ004"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Mobile Netw Appl"],"published-print":{"date-parts":[[2025,8]]},"DOI":"10.1007\/s11036-025-02445-w","type":"journal-article","created":{"date-parts":[[2025,3,29]],"date-time":"2025-03-29T03:00:25Z","timestamp":1743217225000},"page":"761-775","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Cost-Efficient and Preference-Aware Mobile Edge Caching in Public Vehicular Networks"],"prefix":"10.1007","volume":"30","author":[{"given":"Xiaopei","family":"Chen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhijian","family":"Lin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wenhao","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Feng","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pingping","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,3,26]]},"reference":[{"key":"2445_CR1","doi-asserted-by":"publisher","first-page":"1145","DOI":"10.1007\/s11036-020-01624-1","volume":"26","author":"L Liu","year":"2021","unstructured":"Liu L, Chen C, Pei Q, Maharjan S, Zhang Y (2021) Vehicular edge computing and networking: A survey. Mobile Netw Appl 26:1145\u20131168","journal-title":"Mobile Netw Appl"},{"key":"2445_CR2","doi-asserted-by":"crossref","unstructured":"Sharma D, Elmagzoub M, Alghamdi A, Alrizq M, Yadav K, Sharma S, Prashanth V (2023) Entity-aware data management on mobile devices: Utilizing edge computing and centric information networking in the context of 5G and IoT. Mobile Networks and Applications, 1\u201312","DOI":"10.1007\/s11036-023-02224-5"},{"key":"2445_CR3","doi-asserted-by":"crossref","unstructured":"Li P, Xiao Z, Gao H, Wang X, Wang Y (2025) Reinforcement learning based edge-end collaboration for multi-task scheduling in 6G enabled intelligent autonomous transport systems. IEEE Trans Intell Transp Syst 1\u201314","DOI":"10.1109\/TITS.2024.3525356"},{"key":"2445_CR4","doi-asserted-by":"crossref","unstructured":"Wang Y, Gao H, Xiang Z, Zhu Z, Al-Dulaimi A (2024) RSMR: A reliable and sustainable multi-path routing scheme for vehicle electronics in edge computing networks. IEEE Trans Consum Electron 1\u201317","DOI":"10.1109\/TCE.2024.3436908"},{"issue":"12","key":"2445_CR5","doi-asserted-by":"publisher","first-page":"21215","DOI":"10.1109\/JIOT.2024.3366506","volume":"11","author":"H Zeng","year":"2024","unstructured":"Zeng H, Zhu Z, Wang Y, Xiang Z, Gao H (2024) Periodic collaboration and real-time dispatch using an actor\u2013critic framework for uav movement in mobile edge computing. IEEE Internet Things J 11(12):21215\u201321226","journal-title":"IEEE Internet Things J"},{"key":"2445_CR6","doi-asserted-by":"crossref","unstructured":"Liu Y, Yang C, Chen X, Wu F (2023) Joint hybrid caching and replacement scheme for UAV-assisted vehicular edge computing networks. IEEE Trans Intell Veh 1\u201313","DOI":"10.1109\/TIV.2023.3323217"},{"issue":"1","key":"2445_CR7","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1109\/JSTSP.2022.3221271","volume":"17","author":"Q Wu","year":"2023","unstructured":"Wu Q, Zhao Y, Fan Q, Fan P, Wang J, Zhang C (2023) Mobility-aware cooperative caching in vehicular edge computing based on asynchronous federated and deep reinforcement learning. IEEE J Sel Topics Signal Process. 17(1):66\u201381","journal-title":"IEEE J Sel Topics Signal Process."},{"issue":"6","key":"2445_CR8","doi-asserted-by":"publisher","first-page":"5286","DOI":"10.1109\/TVT.2021.3077072","volume":"70","author":"C Song","year":"2021","unstructured":"Song C, Xu W, Wu T, Yu S, Zeng P, Zhang N (2021) QoE-driven edge caching in vehicle networks based on deep reinforcement learning. IEEE Trans Veh Technol 70(6):5286\u201352","journal-title":"IEEE Trans Veh Technol"},{"issue":"5","key":"2445_CR9","doi-asserted-by":"publisher","first-page":"1498","DOI":"10.1109\/LWC.2024.3378455","volume":"13","author":"X Xiong","year":"2024","unstructured":"Xiong X, Zheng B, Swindlehurst AL, Tang J, Wu W (2024) A new intelligent reflecting surface-aided electromagnetic stealth strategy. IEEE Wireless Commun Lett 13(5):1498\u20131502","journal-title":"IEEE Wireless Commun Lett"},{"issue":"6","key":"2445_CR10","doi-asserted-by":"publisher","first-page":"116","DOI":"10.1109\/MWC.001.2000076","volume":"27","author":"X Li","year":"2020","unstructured":"Li X, Feng W, Wang J, Chen Y, Ge N, Wang C-X (2020) Enabling 5G on the ocean: A hybrid satellite-UAV-terrestrial network solution. IEEE Wireless Commun 27(6):116\u2013121","journal-title":"IEEE Wireless Commun"},{"issue":"7","key":"2445_CR11","doi-asserted-by":"publisher","first-page":"7422","DOI":"10.1109\/TITS.2022.3147696","volume":"24","author":"Z Lin","year":"2023","unstructured":"Lin Z, Fang Y, Chen P, Chen F, Zhang G (2023) Modeling and analysis of edge caching for 6G mmwave vehicular networks. IEEE Trans Intell Transp Syst 24(7):7422\u20137434","journal-title":"IEEE Trans Intell Transp Syst"},{"key":"2445_CR12","doi-asserted-by":"crossref","unstructured":"Lin Z, Xiao Y, Lu X, Wu C, Wu W (2025) RSMA-assisted distributed computation offloading in vehicular networks based on stochastic geometry. IEEE Trans Veh Technol 1\u20135","DOI":"10.1109\/TVT.2025.3647480"},{"issue":"7","key":"2445_CR13","doi-asserted-by":"publisher","first-page":"7223","DOI":"10.1109\/TITS.2023.3349006","volume":"25","author":"Z Lin","year":"2024","unstructured":"Lin Z, Chen X, He X, Tian D, Zhang Q, Chen P (2024) Energy-efficient cooperative task offloading in NOMA-enabled vehicular fog computing. IEEE Trans Intell Transp Syst 25(7):7223\u20137236","journal-title":"IEEE Trans Intell Transp Syst"},{"issue":"4","key":"2445_CR14","doi-asserted-by":"publisher","first-page":"3100","DOI":"10.1109\/TVT.2019.2899923","volume":"68","author":"Y Zhang","year":"2019","unstructured":"Zhang Y, Li C, Luan TH, Fu Y, Shi W, Zhu L (2019) A mobility-aware vehicular caching scheme in content centric networks: Model and optimization. IEEE Trans Veh Technol 68(4):3100\u20133112","journal-title":"IEEE Trans Veh Technol"},{"issue":"5","key":"2445_CR15","doi-asserted-by":"publisher","first-page":"2100","DOI":"10.1007\/s11036-022-02010-9","volume":"27","author":"MK Somesula","year":"2022","unstructured":"Somesula MK, Kotte A, Annadanam SC, Mothku SK (2022) Deadline-aware cache placement scheme using fuzzy reinforcement learning in device-to-device mobile edge networks. Mobile Netw Appl 27(5):2100\u20132117","journal-title":"Mobile Netw Appl"},{"issue":"3","key":"2445_CR16","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1109\/MWC.2018.1700303","volume":"25","author":"K Zhang","year":"2018","unstructured":"Zhang K, Leng S, He Y, Maharjan S, Zhang Y (2018) Cooperative content caching in 5G networks with mobile edge computing. IEEE Wireless Commun 25(3):80\u201387","journal-title":"IEEE Wireless Commun"},{"issue":"6","key":"2445_CR17","doi-asserted-by":"publisher","first-page":"1302","DOI":"10.1109\/TMC.2018.2861005","volume":"18","author":"L Vigneri","year":"2018","unstructured":"Vigneri L, Spyropoulos T, Barakat C (2018) Low cost video streaming through mobile edge caching: Modelling and optimization. IEEE Trans Mobile Comput 18(6):1302\u20131315","journal-title":"IEEE Trans Mobile Comput"},{"issue":"14","key":"2445_CR18","doi-asserted-by":"publisher","first-page":"12703","DOI":"10.1109\/JIOT.2023.3253251","volume":"10","author":"Z Lin","year":"2023","unstructured":"Lin Z, Zeng Z, Chen X, Chen P, Wang Y (2023) User features-aware content delivery in cache-enabled mobile MD2D network. IEEE Internet Things J 10(14):12703\u201312714","journal-title":"IEEE Internet Things J"},{"issue":"6","key":"2445_CR19","doi-asserted-by":"publisher","first-page":"1509","DOI":"10.1109\/TITS.2015.2495269","volume":"17","author":"K Liu","year":"2016","unstructured":"Liu K, Ng JK-Y, Wang J, Lee VCS, Wu W, Son SH (2016) Network-coding-assisted data dissemination via cooperative vehicle-to-vehicle\/-infrastructure communications. IEEE Trans Intell Transp Syst 17(6):1509\u20131520","journal-title":"IEEE Trans Intell Transp Syst"},{"issue":"6","key":"2445_CR20","doi-asserted-by":"publisher","first-page":"5957","DOI":"10.1109\/TVT.2019.2909923","volume":"68","author":"J Wang","year":"2019","unstructured":"Wang J, Liu K, Xiao K, Wang X, Han Q, Lee VCS (2019) Delay-constrained routing via heterogeneous vehicular communications in software defined BusNet. IEEE Trans Veh Technol 68(6):5957\u20135970","journal-title":"IEEE Trans Veh Technol"},{"issue":"1","key":"2445_CR21","doi-asserted-by":"publisher","first-page":"843","DOI":"10.1109\/TVT.2018.2880969","volume":"68","author":"B Hu","year":"2018","unstructured":"Hu B, Fang L, Cheng X, Yang L (2018) In-Vehicle caching (IV-Cache) via dynamic distributed storage relay D$$^2$$SR in vehicular networks. IEEE Trans Veh Technol 68(1):843\u2013855","journal-title":"IEEE Trans Veh Technol"},{"issue":"9","key":"2445_CR22","doi-asserted-by":"publisher","first-page":"10291","DOI":"10.1109\/TVT.2020.3004720","volume":"69","author":"J Chen","year":"2020","unstructured":"Chen J, Wu H, Yang P, Lyu F, Shen X (2020) Cooperative edge caching with location-based and popular contents for vehicular networks. IEEE Trans Veh Technol 69(9):10291\u201310305","journal-title":"IEEE Trans Veh Technol"},{"key":"2445_CR23","doi-asserted-by":"crossref","unstructured":"Yao L, Wang Y, Wang X, WU G (2021) Cooperative caching in vehicular content centric network based on social attributes and mobility. IEEE Trans Mobile Comput 20(2):391\u2013402","DOI":"10.1109\/TMC.2019.2944829"},{"issue":"11","key":"2445_CR24","doi-asserted-by":"publisher","first-page":"8964","DOI":"10.1109\/JIOT.2021.3056084","volume":"8","author":"R Wang","year":"2021","unstructured":"Wang R, Kan Z, Cui Y, Wu D, Zhen Y (2021) Cooperative caching strategy with content request prediction in internet of vehicles. IEEE Internet Things J 8(11):8964\u20138975","journal-title":"IEEE Internet Things J"},{"issue":"18","key":"2445_CR25","doi-asserted-by":"publisher","first-page":"16941","DOI":"10.1109\/JIOT.2022.3143506","volume":"9","author":"Z Li","year":"2022","unstructured":"Li Z, Gao X, Li Q, Guo J, Yang B (2022) Edge caching enhancement for industrial internet: A recommendation-aided approach. IEEE Internet Things J 9(18):16941\u201316952","journal-title":"IEEE Internet Things J"},{"issue":"12","key":"2445_CR26","doi-asserted-by":"publisher","first-page":"14406","DOI":"10.1109\/TITS.2023.3292216","volume":"24","author":"X Wang","year":"2023","unstructured":"Wang X, Chen X (2023) Social attributes-based content delivery for sparse vehicular content-centric network. IEEE Trans Intell Transp Syst 24(12):14406\u201314414","journal-title":"IEEE Trans Intell Transp Syst"},{"issue":"3","key":"2445_CR27","doi-asserted-by":"publisher","first-page":"2958","DOI":"10.1109\/TVT.2019.2895682","volume":"68","author":"W Zhang","year":"2019","unstructured":"Zhang W, Wu D, Yang W, Cai Y (2019) Caching on the move: A user interest-driven caching strategy for D2D content sharing. IEEE Trans Veh Technol 68(3):2958\u20132971","journal-title":"IEEE Trans Veh Technol"},{"issue":"7","key":"2445_CR28","doi-asserted-by":"publisher","first-page":"6024","DOI":"10.1109\/JIOT.2020.3033552","volume":"8","author":"X Zhao","year":"2021","unstructured":"Zhao X, Zhu Q (2021) Mobility-aware and interest-predicted caching strategy based on IoT data freshness in D2D networks. IEEE Internet Things J 8(7):6024\u20136038","journal-title":"IEEE Internet Things J"},{"issue":"1","key":"2445_CR29","doi-asserted-by":"publisher","first-page":"246","DOI":"10.1109\/TNSM.2022.3198074","volume":"20","author":"A Tian","year":"2023","unstructured":"Tian A, Feng B, Zhou H, Huang Y, Sood K, Yu S, Zhang H (2023) Efficient federated DRL-based cooperative caching for mobile edge networks. IEEE Trans Netw Service Manag 20(1):246\u2013260","journal-title":"IEEE Trans Netw Service Manag"},{"issue":"6","key":"2445_CR30","doi-asserted-by":"publisher","first-page":"6764","DOI":"10.1109\/JIOT.2024.3492535","volume":"12","author":"Y Xiao","year":"2025","unstructured":"Xiao Y, Lin Z, Cao X, Chen Y, Lu X (2025) AoI energy-efficient edge caching in AAV-assisted vehicular networks. IEEE Internet Things J 12(6):6764\u20136774","journal-title":"IEEE Internet Things J"},{"issue":"7","key":"2445_CR31","doi-asserted-by":"publisher","first-page":"9786","DOI":"10.1109\/TITS.2021.3114199","volume":"23","author":"L Zhao","year":"2022","unstructured":"Zhao L, Li H, Lin N, Lin M, Fan C, Shi J (2022) Intelligent content caching strategy in autonomous driving toward 6G. IEEE Trans Intell Transp Syst 23(7):9786\u20139796","journal-title":"IEEE Trans Intell Transp Syst"},{"issue":"12","key":"2445_CR32","doi-asserted-by":"publisher","first-page":"15548","DOI":"10.1109\/TITS.2022.3171662","volume":"24","author":"D Gupta","year":"2023","unstructured":"Gupta D, Rani S, Singh A, Rodrigues JJPC (2023) ICN based efficient content caching scheme for vehicular networks. IEEE Trans Intell Transp Syst 24(12):15548\u201315556","journal-title":"IEEE Trans Intell Transp Syst"},{"issue":"2","key":"2445_CR33","doi-asserted-by":"publisher","first-page":"1361","DOI":"10.1109\/JIOT.2021.3087719","volume":"9","author":"R Wu","year":"2022","unstructured":"Wu R, Tang G, Chen T, Guo D, Luo L, Kang W (2022) A profit-aware coalition game for cooperative content caching at the network edge. IEEE Internet Things J 9(2):1361\u20131373","journal-title":"IEEE Internet Things J"},{"issue":"13","key":"2445_CR34","doi-asserted-by":"publisher","first-page":"10911","DOI":"10.1109\/JIOT.2021.3051290","volume":"8","author":"X Huang","year":"2021","unstructured":"Huang X, Xu K, Chen Q, Zhang J (2021) Delay-aware caching in internet-of-vehicles networks. IEEE Internet Things J 8(13):10911\u201310921","journal-title":"IEEE Internet Things J"},{"key":"2445_CR35","doi-asserted-by":"crossref","unstructured":"Wang C, Chen C, Pei Q, Jiang Z, Xu S (2023) An information-centric in-network caching scheme for 5G-enabled internet of connected vehicles. IEEE Trans Mobile Comput 22(6):3137\u20133150","DOI":"10.1109\/TMC.2021.3137219"},{"issue":"1","key":"2445_CR36","doi-asserted-by":"publisher","first-page":"623","DOI":"10.1109\/TWC.2020.3027596","volume":"20","author":"Q Chen","year":"2021","unstructured":"Chen Q, Wang W, Yu FR, Tao M, Zhang Z (2021) Content caching oriented popularity prediction: A weighted clustering approach. IEEE Trans Wireless Commun 20(1):623\u2013636","journal-title":"IEEE Trans Wireless Commun"},{"issue":"23","key":"2445_CR37","doi-asserted-by":"publisher","first-page":"38425","DOI":"10.1109\/JIOT.2024.3446591","volume":"11","author":"Y Wang","year":"2024","unstructured":"Wang Y, Chen Q, Wang W, Nakachi T, Zhang G, Liou J (2024) Content-caching-oriented popularity forecast and user clustering. IEEE Internet Things J 11(23):38425\u201338440","journal-title":"IEEE Internet Things J"},{"issue":"21","key":"2445_CR38","doi-asserted-by":"publisher","first-page":"34296","DOI":"10.1109\/JIOT.2024.3437452","volume":"11","author":"Q Chen","year":"2024","unstructured":"Chen Q, Wang Y, Wang W, Nakachi T, Zhang Z (2024) Privacy-preserving resource management for distributed collaborative edge caching systems. IEEE Internet Things J 11(21):34296\u201334311","journal-title":"IEEE Internet Things J"},{"issue":"7","key":"2445_CR39","first-page":"3491","volume":"34","author":"O Ertl","year":"2022","unstructured":"Ertl O (2022) ProbMinHash \u2013 a class of locality-sensitive hash algorithms for the (probability) jaccard similarity. IEEE Trans Knowl Data Eng 34(7):3491\u20133506","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"1","key":"2445_CR40","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1145\/963770.963772","volume":"22","author":"JL Herlocker","year":"2004","unstructured":"Herlocker JL, Konstan JA, Terveen LG, Riedl JT (2004) Evaluating collaborative filtering recommender systems. ACM Trans Informat Syst 22(1):5\u201353","journal-title":"ACM Trans Informat Syst"},{"key":"2445_CR41","doi-asserted-by":"publisher","first-page":"290","DOI":"10.1016\/j.ins.2016.02.005","volume":"348","author":"J Lee","year":"2016","unstructured":"Lee J, Lee D, Lee Y-C, Hwang W-S, Kim S-W (2016) Improving the accuracy of Top-N recommendation using a preference model. Inf Sci 348:290\u2013304","journal-title":"Inf Sci"},{"key":"2445_CR42","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1023\/A:1009642405419","volume":"4","author":"PC Chu","year":"1998","unstructured":"Chu PC, Beasley JE (1998) A genetic algorithm for the multidimensional knapsack problem. J Heuristics 4:63\u201386","journal-title":"J Heuristics"},{"issue":"4","key":"2445_CR43","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2827872","volume":"5","author":"FM Harper","year":"2015","unstructured":"Harper FM, Konstan JA (2015) The movielens datasets: History and context. ACM Trans Interact Intell Syst 5(4):1\u201319","journal-title":"ACM Trans Interact Intell Syst"}],"container-title":["Mobile Networks and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11036-025-02445-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11036-025-02445-w","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11036-025-02445-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T09:53:42Z","timestamp":1773309222000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11036-025-02445-w"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3,26]]},"references-count":43,"journal-issue":{"issue":"3-4","published-print":{"date-parts":[[2025,8]]}},"alternative-id":["2445"],"URL":"https:\/\/doi.org\/10.1007\/s11036-025-02445-w","relation":{},"ISSN":["1383-469X","1572-8153"],"issn-type":[{"value":"1383-469X","type":"print"},{"value":"1572-8153","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,3,26]]},"assertion":[{"value":"17 March 2025","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 March 2025","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}},{"value":"Not applicable.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics approval"}}]}}