基于数据和文本分析的公众交通安全意识

S. S. Syed Ahmad, M. Muhammad, Zulhaidi Mohd Jawi, E. Kasmuri, N. Z. Zulkarnain
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摘要

交通和道路安全是世界上许多政府关注的主要问题,因为它确保了道路使用者的安全。由于道路使用者人数增加,与交通有关的事故和死亡人数每年都在增加。因此,各国政府已加紧努力,确保道路使用者的安全,并减少与交通有关的事故和死亡人数。然而,这些努力已被证明是无效的,因为为衡量这些努力的有效性而收集的数据要么缺乏可信度,要么不够充分。这导致了关于道路使用者的文化和他们对交通安全的认识程度的不确定调查结果。因此,本文对公众交通和道路安全意识的公开文献进行了系统的数据和文本驱动分析和回顾。选定的论文首先进行内容分析,然后根据讨论手头问题的关键词的使用频率进行分组。由于这种方法使我们能够成功地识别趋势以及交通和道路安全研究的有效性,因此,数据和文本分析是进行系统文献综述的有效方法。本研究的结果将有助于交通主管部门对公众对交通安全意识的看法、行为和态度获得可信的见解。我们的评估表明,在道路安全方面,有两个重要的方面需要考虑;即人与技术;后者将成为公众道路和交通安全意识研究的主要课题。此外,文献中出现的一种新趋势表明,应该投入更多的努力来提高公众对道路和交通安全的认识。
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Public Awareness of Traffic Safety based on Data and Text Analytics
Traffic and road safety is a major concern of many governments around the world as it ensures the safety of its road users. Due to an increase in the number of road users, traffic-related accidents and fatalities have increased annually. Therefore, governments have stepped up their efforts to ensure the safety of road users and to reduce the number of traffic-related accidents and fatalities. However, these efforts have proven ineffective as the data gathered to measure the effectiveness of these efforts either lack credibility or are insufficient. This has led to inconclusive findings concerning the culture of road users and the extent of their awareness of traffic safety. Therefore, this paper performs a systematic data- and text-driven analytics and review of published literature on public awareness of traffic and road safety. The selected papers were first subjected to content analysis before being grouped according to the frequency of use of keywords discussing the issue at hand. As this method enabled us to successfully identify trends as well as the efficacy of traffic and road safety research, therefore, data and text analytics is an effective method of conducting a systematic literature review. The findings of this study will help traffic authorities gain credible insights into public perception, behavior, and attitude towards traffic safety awareness. Our assessment indicates that there are two important perspectives to be considered with regard to road safety; namely human and technology; the latter of which will be the main topic of study on public awareness of road and traffic safety. Moreover, an emerging trend in the literature suggests that more efforts should be allocated to promoting public awareness of road and traffic safety.
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