A blockchain-based deep learning-empowered optimal auction platform
This project focuses on the optimisation of sealed-bid second price auction. Not only does the goodness of second price auction be retained, but the application will also utilise blockchain and a decentralised application to provide a fair and transparent data storing environment. Moreover, the winn...
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| Other Authors: | |
| Format: | Final Year Project (FYP) |
| Language: | English |
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Nanyang Technological University
2022
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| Online Access: | https://hdl.handle.net/10356/157142 |
| _version_ | 1824454236403924992 |
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| author | Li, Zhaonian |
| author2 | Dusit Niyato |
| author_facet | Dusit Niyato Li, Zhaonian |
| author_sort | Li, Zhaonian |
| collection | NTU |
| description | This project focuses on the optimisation of sealed-bid second price auction. Not only does the goodness of second price auction be retained, but the application will also utilise blockchain and a decentralised application to provide a fair and transparent data storing environment. Moreover, the winner of the auction and the payment price is determined by a deep learning model which maximises the seller’s revenue in a forward auction and minimises the buyer’s cost in a reverse auction. |
| first_indexed | 2025-02-19T03:19:06Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/157142 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2025-02-19T03:19:06Z |
| publishDate | 2022 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-10356/1571422022-05-11T02:50:36Z A blockchain-based deep learning-empowered optimal auction platform Li, Zhaonian Dusit Niyato School of Computer Science and Engineering DNIYATO@ntu.edu.sg Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence This project focuses on the optimisation of sealed-bid second price auction. Not only does the goodness of second price auction be retained, but the application will also utilise blockchain and a decentralised application to provide a fair and transparent data storing environment. Moreover, the winner of the auction and the payment price is determined by a deep learning model which maximises the seller’s revenue in a forward auction and minimises the buyer’s cost in a reverse auction. Bachelor of Engineering (Computer Science) 2022-05-11T02:50:36Z 2022-05-11T02:50:36Z 2022 Final Year Project (FYP) Li, Z. (2022). A blockchain-based deep learning-empowered optimal auction platform. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/157142 https://hdl.handle.net/10356/157142 en application/pdf Nanyang Technological University |
| spellingShingle | Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence Li, Zhaonian A blockchain-based deep learning-empowered optimal auction platform |
| title | A blockchain-based deep learning-empowered optimal auction platform |
| title_full | A blockchain-based deep learning-empowered optimal auction platform |
| title_fullStr | A blockchain-based deep learning-empowered optimal auction platform |
| title_full_unstemmed | A blockchain-based deep learning-empowered optimal auction platform |
| title_short | A blockchain-based deep learning-empowered optimal auction platform |
| title_sort | blockchain based deep learning empowered optimal auction platform |
| topic | Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence |
| url | https://hdl.handle.net/10356/157142 |
| work_keys_str_mv | AT lizhaonian ablockchainbaseddeeplearningempoweredoptimalauctionplatform AT lizhaonian blockchainbaseddeeplearningempoweredoptimalauctionplatform |