Structural Optimization of Service Trade Under the Background of Big Data

Research trends in the application of big data in smart cities—A literature review

“…Electric vehicles can help generate different types of data that lead to improvements not only in mobility but also in other sectors such as energy by optimizing charging methods and the environment by providing information on emission levels and working to reduce them. We identified 20 articles that address the use of big data in the context of smart mobility, including road congestion modeling, vehicle routing (Aljehane & Mansour, 2022), autonomous vehicle management (Cui et al., 2019), shared electric vehicle use, electric vehicle integration, smart parking systems (Li & Chen, 2021), and smart traffic management (Sharif et al., 2017).…”

“…;Sharif et al (2017);Chen et al (2018); X Cui et al (2019)Leung et al (2019);Murk et al (2019);Kanwal et al (2020);Mystakidis and Tjortjis (2020);Asaithambi et al (2020);Shin (2020);Zhou et al (2020); W Li and Chen (2021)Lv et al (2021);Cavicchioli et al et al (2017);Navarro et al (2017); Bibri (2018); Zaree and Honarvar (2018); Aifadopoulou et al (2019); Honarvar and Sami (2019), (2021); Garau et al (2020); Lavalle et al (2020); Q. Liu, Ullah, Wan, Peng, Hou, Qu, et al (2020); Z. Yang et al (2021); Kaginalkar et al (2022)) Smart energy 10 (Tian et al (2017); B. Li et al (2017); Qiu et al (2017); Mohamed et al (2018); Nandury and Begum (2018); Pérez-Chacón et al (2018); Mujeeb et al (2019); Murk et al (2019); Sayah et al (2020); Arif et al (2022)) Smart infrastructure 8 (C. Yang et al (2017); Rani and Chauhdary (2018); Wei and Yang (2018); T. Wang et al (2018); Silva et al (2020); W. Wang (2020); Zhang et al (2021); Sharma et al (2022)) Smart healthcare 7 (Islam et al (2017); Obinikpo and Kantarci (2017); Pramanik et al (2017); Anisetti et al (2018); Clim et al (2019); EL Azzaoui et al (2021); Kamel Boulos and Koh (2021)) Smart governance 5 (C. Yang et al (2017); Kourtit and Nijkamp (2018); Caputo et al (2019); Nica et al (2020); Haidery et al (2020…”