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| Content Provider | IET Digital Library |
|---|---|
| Author | Bastida, Ana Isabel Torre Ser, Javier Del Laña, Ibai Ilardia, Maitena Bilbao, Miren Nekane Cordobés, Sergio Campos |
| Abstract | Big Data is an emerging paradigm and has currently become a strong attractor of global interest, specially within the transportation industry. The combination of disruptive technologies and new concepts such as the Smart City upgrades the transport data life cycle. In this context, Big Data is considered as a new pledge for the transportation industry to effectively manage all data this sector required for providing safer, cleaner and more efficient transport means, as well as for users to personalize their transport experience. However, Big Data comes along with its own set of technological challenges, stemming from the multiple and heterogeneous transportation/mobility application scenarios. In this survey we analyze the latest research efforts revolving on Big Data for the transportation and mobility industry, its applications, baselines scenarios, fields and use case such as routing, planning, infrastructure monitoring, network design, among others. This analysis will be done strictly from the Big Data perspective, focusing on those contributions gravitating on techniques, tools and methods for modeling, processing, analyzing and visualizing transport and mobility Big Data. From the literature review a set of trends and challenges is extracted so as to provide researchers with an insightful outlook on the field of transport and mobility. |
| Starting Page | 742 |
| Ending Page | 755 |
| Page Count | 14 |
| ISSN | 1751956X |
| Volume Number | 12 |
| e-ISSN | 17519578 |
| Issue Number | Issue 8, Oct (2018) |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/iet-its/12/8 |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/10.1049/iet-its.2018.5188 |
| Journal | IET Intelligent Transport Systems |
| Publisher Date | 2018-07-06 |
| Access Restriction | Open |
| Rights Holder | © The Institution of Engineering and Technology |
| Subject Keyword | Big Data Data Analysis Data Visualisation Disruptive Technology Graphics Technique Heterogeneous Transportation Application Scenario Infrastructure Monitoring Mobility Application Scenario Mobility Big Data Analysis Mobility Big Data Modeling Mobility Big Data Processing Mobility Big Data Visualisation Mobility Industry Mobility Pattern Detection Network Design Other DBMS Planning Resource Scheduling Routing Smart Cities Smart City Traffic Engineering Computing Transport Big Data Analysis Transport Big Data Modeling Transport Big Data Processing Transport Big Data Visualisation Transport Data Life Cycle Transportation Industry |
| Content Type | Text |
| Resource Type | Article |
| Subject | Law Transportation Environmental Science Mechanical Engineering |
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