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Recent applications of big data analytics in railway transportation systems: A survey
برنامه های اخیر تجزیه و تحلیل داده های بزرگ در سیستم های حمل و نقل راه آهن: یک مرور-2018 Big data analytics (BDA) has increasingly attracted a strong attention of analysts, researchers and
practitioners in railway transportation and engineering. This urges the necessity for a review of
recent research development in this field. This survey aims to provide a comprehensive review of
the recent applications of big data in the context of railway engineering and transportation by a
novel taxonomy framework, proposed by Mayring (2003). The survey covers three areas of
railway transportation where BDA has been applied, namely operations, maintenance and safety.
Also, the level of big data analytics, types of big data models and a variety of big data techniques
have been reviewed and summarized. The results of this study identify the existing research gaps
and thereby directions of future research in BDA in railway transportation systems.
Keywords: Survey ، Big data ، Data analytics ، Railway transportation systems |
مقاله انگلیسی |