应对智慧城市中的大数据挑战:系统文献综述

S. Chauhan, Neetima Agarwal, A. Kar
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引用次数: 109

摘要

大数据已成为实现智慧城市愿景的关键;然而,与它的使用相关的一些挑战。本研究旨在通过系统地选择、回顾和综合该领域的文献,对智慧城市中使用大数据所面临的挑战以及应对这些挑战的解决方案提供一个整体的观点。设计/方法/方法采用严格的检索方案进行系统的文献综述,共筛选了310篇同行评议的学术研究论文。随后对这些论文进行筛选,最终筛选出38篇相关论文。在智慧城市中,与大数据相关的一些主要挑战(人类动态、隐私、安全、数量、速度、种类、准确性和价值)以及解决这些挑战的相应解决方案被确定。本研究主要有助于提供智慧城市中有效管理大数据的过程。本研究通过阐述智慧城市中有效管理大数据的过程,为大数据从业者提供了有价值的信息。本研究进一步为今后的研究提供了方向。原创性/价值本研究是原创的,基于现有文献及其解释。
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Addressing big data challenges in smart cities: a systematic literature review
Purpose Big Data has become crucial for fulfilling the vision of smart cities; however, there are several challenges associated with its use. This study aims to provide a holistic view of challenges of using Big Data in smart cities and the solutions to deal with them by systematically selecting, reviewing and synthesizing the literature in this area. Design/methodology/approach A systematic literature review was conducted by following a rigorous search protocol that identified a total of 310 peer-reviewed academic research papers. These papers were subsequently filtered and finally 38 relevant papers were selected. Findings A number of major challenges (human dynamics, privacy, security, volume, velocity, variety, veracity and value) associated with Big Data in a smart city and the respective solutions to address them were identified. This study primarily contributes in providing the process of effectively managing Big Data in smart cities. Practical implications The study provides valuable information to the Big Data practitioners by illustrating the process of effective management of Big Data in smart cities. This study further provides the directions to the future researchers. Originality/value The study is original and is based on the existing literature and its interpretation.
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