MetaCube: A Crypto-Based Unique User-Generated Content Editor for Web3 Metaverse

【Author】 Duan, Haihan; Lin, Zhonghao; Wu, Xiao; Cai, Wei

【Source】IEEE COMMUNICATIONS MAGAZINE

【影响因子】9.030

【Abstract】Web3 (also known as Web 3.0) metaverse is a blockchain-driven networked, decentralized, and open virtual world. The key feature of the Web3 metaverse is that the ownership of digital assets is recorded by non-fungible token (NFT) protocol on the blockchain. Thus, users are better encouraged to construct Web3 metaverse due to the ownership of their user-generated content (UGC). However, the existing UGC editors mainly face two challenges: they cannot guarantee the uniqueness of UGC; and they are hard-pressed to find a trade-off between model granularity and 3D modeling difficulty. In this article, we design a novel UGC editor for the Web3 metaverse, named MetaCube, to address these challenges. MetaCube applies an artificial intelligence (AI) method to assist the UGC creation for decreasing the 3D modeling difficulty while maintaining the model granularity. To guarantee the uniqueness of UGC, this article proposes 3D Crypto-dropout, a specially designed dropout that can utilize user information to control the UGC creation process and generate unique fine-grained 3D models. Our experimental results demonstrate that the proposed 3D Crypto-dropout can effectively guarantee the uniqueness of UGC from both numerical and human-centered evaluation. Moreover, the existing challenges and open research topics for the uniqueness of UGC are also profoundly discussed.

【Keywords】Three-dimensional displays; Metaverse; Solid modeling; User-generated content; Biological neural networks; Neurons; Semantic Web; Blockchains; Cryptography; Content management

【发表时间】2023 AUG

【收录时间】2023-10-25

【文献类型】实验仿真

【主题类别】

区块链应用-虚拟经济-Web3