前言
论文相关信息
- 标题
A Blockchain-based Semantic Exchange Framework for Web 3.0 toward Participatory Economy
- 出处和年份
| 出处 |
年份 |
| arXiv:2211.16662v1 [cs.NI] |
30 Nov 2022 |
- 论文作者及其工作单位
| 作者 |
工作单位 |
| Yijing Lin |
the State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China (e-mail: yjlin@bupt.edu.cn). |
| Zhipeng Gao |
the State Key Laboratory of Networking and Switching Technology, Beijing University of Posts |
| Yaofeng Tu |
the Director of Center Institute of ZTE, China (e-mail: tu.yaofeng@zte.com.cn). |
| Hongyang Du |
the School of Computer Science and Engineering, Nanyang Technological University, Singapore (e-mail: hongyang001@e.ntu.edu.sg). |
| Dusit Niyato |
the School of Computer Science and Engineering, Nanyang Technological University, Singapore (e-mail: dniyato@ntu.edu.sg). |
| Jiawen Kang |
the School of Automation, Guangdong University of Technology, China (e-mail: kjwx886@163.com). |
| Hui Yang |
the State Key Laboratory of information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, China (e-mail: yanghui@bupt.edu.cn). |
关键词
Web 3.0, NFT, Optimization, Zero-Knowledge Proof
概述
论文研究的问题及其意义
| 研究的问题 |
|---|
| Few researchers focus on how to integrate the components of new technologies into blockchain-based Web 3.0 toward the participatory economy. |
| given the steps of the integration of new technologies in Web 3.0, it is necessary to consider how to make value circulated in the participatory economy to attract participants to join in Web 3.0 decision-making. |
| it is difficult to quantify and transact semantic information circulated in Web 3.0. The reason is that producers and consumers are difficult to maximize their revenue and utility |
| Web 3.0 is supported by a public blockchain platform, which makes pending semantic information exposed to both parties. |
现有方法及其优缺点
| 方法 |
优点 |
缺点 |
文献 |
| DeCAST [4] utilizes the integration of blockchain and federated learning to construct parallel intelligent transportation systems, which are effective and practical for smart mobility. |
|
do not focus on how to integrate the components of new technologies into blockchain-based Web 3.0 toward the participatory economy. |
C. Zhao, Y. Lv, J. Jin, Y. Tian, J. Wang, and F.Y. Wang, “Decast in transverse for parallel intelligent transportation systems and smart cities: Three decades and beyonds,” IEEE Intelligent Transportation Systems Magazine, 2022. |
| A unified blockchain-semantic framework [5] is proposed to capture the benefits of blockchain, semantic extraction, and communication to improve interaction efficiency for Web 3.0 |
|
do not focus on how to integrate the components of new technologies into blockchain-based Web 3.0 toward the participatory economy. |
Y. Lin, Z. Gao, H. Du, D. Niyato, J. Kang, R. Deng, and X. S. Shen, “A unified blockchain-semantic framework for wireless edge intelligence enabled web 3.0,” arXiv preprint arXiv:2210.15130, 2022. |
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论文的思路和方法及其优缺点
| 思路和方法 |
优点 |
缺点 |
| develop a fair and efficient mechanism based on blockchain and semantic communication to tokenize semantic information and enable semantic exchange by utilizing the Non-Fungible Token (NFT), Stackelberg Game, and Zero Knowledge Proof (ZKP) toward participatory economy |
1. NFT-based Semantic Exchange Scheme: can circulate semantic information between producers and consumers
2. Efficient Stackelberg Game-based Semantic Trading Mechanism: give some strategies to help conmers determine their required amount of semantic information and then producers maximize thrie revenue given buying strategies
3.Fair Zero-Knowledge Proof-based Semantic Sharing Mechanism: preserve the privacy of semantic information |
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论文使用的数据集和实验工具
论文的实验方法
Give a case study for urban planning in Web 3.0 to demonstrate the whole experimental process.
实验结果
