A blockchain-based deep learning-empowered optimal auction platform

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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Main Author: Li, Zhaonian
Other Authors: Dusit Niyato
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
Subjects:
Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
Online Access:https://hdl.handle.net/10356/157142
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.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
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
spellingShingle Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
Li, Zhaonian
A blockchain-based deep learning-empowered optimal auction platform
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.
author2 Dusit Niyato
author_facet Dusit Niyato
Li, Zhaonian
format Final Year Project
author Li, Zhaonian
author_sort Li, Zhaonian
title A blockchain-based deep learning-empowered optimal auction platform
title_short 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_sort blockchain-based deep learning-empowered optimal auction platform
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/157142
_version_ 1734310321113268224

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