Big data analytics for smart transportation
With the rise of technology and Singapore pushing for digitalisation, the amount of data are growing fast. Such valuable information can be used to provide insight and improve the life of the people. One example is Singapore SMART nation initiatives where it make use of technology to contribute to t...
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Final Year Project (FYP) |
| Language: | English |
| Published: |
Nanyang Technological University
2020
|
| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/144601 |
| _version_ | 1811688387523903488 |
|---|---|
| author | Ong, Cheng Jie |
| author2 | Mo Li |
| author_facet | Mo Li Ong, Cheng Jie |
| author_sort | Ong, Cheng Jie |
| collection | NTU |
| description | With the rise of technology and Singapore pushing for digitalisation, the amount of data are growing fast. Such valuable information can be used to provide insight and improve the life of the people. One example is Singapore SMART nation initiatives where it make use of technology to contribute to the nation growth. Big data analytics has been used in transportation planning and has achieve good results in improving the life of the citizen.
In order to extract valuable insight such as trends and patterns, visualisation tools for required. But designing such tools such as web application are not easy as data intensive system tends to be complex. In this project, evaluation of solution, implementation and evaluation of result are done in order to improve the an existing web application scalability, maintainability and reliability. This web application will then be deploy into production. |
| first_indexed | 2024-10-01T05:31:24Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/144601 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T05:31:24Z |
| publishDate | 2020 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-10356/1446012020-11-16T01:28:51Z Big data analytics for smart transportation Ong, Cheng Jie Mo Li School of Computer Science and Engineering limo@ntu.edu.sg Engineering::Computer science and engineering::Information systems::Information systems applications With the rise of technology and Singapore pushing for digitalisation, the amount of data are growing fast. Such valuable information can be used to provide insight and improve the life of the people. One example is Singapore SMART nation initiatives where it make use of technology to contribute to the nation growth. Big data analytics has been used in transportation planning and has achieve good results in improving the life of the citizen. In order to extract valuable insight such as trends and patterns, visualisation tools for required. But designing such tools such as web application are not easy as data intensive system tends to be complex. In this project, evaluation of solution, implementation and evaluation of result are done in order to improve the an existing web application scalability, maintainability and reliability. This web application will then be deploy into production. Bachelor of Engineering (Computer Science) 2020-11-16T01:28:51Z 2020-11-16T01:28:51Z 2020 Final Year Project (FYP) https://hdl.handle.net/10356/144601 en SCSE19-0686 application/pdf Nanyang Technological University |
| spellingShingle | Engineering::Computer science and engineering::Information systems::Information systems applications Ong, Cheng Jie Big data analytics for smart transportation |
| title | Big data analytics for smart transportation |
| title_full | Big data analytics for smart transportation |
| title_fullStr | Big data analytics for smart transportation |
| title_full_unstemmed | Big data analytics for smart transportation |
| title_short | Big data analytics for smart transportation |
| title_sort | big data analytics for smart transportation |
| topic | Engineering::Computer science and engineering::Information systems::Information systems applications |
| url | https://hdl.handle.net/10356/144601 |
| work_keys_str_mv | AT ongchengjie bigdataanalyticsforsmarttransportation |