Machine learning for blockchain: Literature review and open research questions

L Zhang - NeurIPS 2023 AI for Science Workshop, 2023 - openreview.net
In this research, we explore the nexus between artificial intelligence (AI) and blockchain, two
paramount forces steering the contemporary digital era. AI, replicating human cognitive …

On the mechanics of nft valuation: Ai ethics and social media

L Zhang, Y Sun, Y Quan, J Cao, X Tong - arXiv preprint arXiv:2307.10201, 2023 - arxiv.org
As CryptoPunks pioneers the innovation of non-fungible tokens (NFTs) in AI and art, the
valuation mechanics of NFTs has become a trending topic. Earlier research identifies the …

Blockchain network analysis: A comparative study of decentralized banks

Y Zhang, Z Chen, Y Sun, Y Liu, L Zhang - Science and Information …, 2023 - Springer
Decentralized finance (DeFi) is known for its unique mechanism design, which applies smart
contracts to facilitate peer-to-peer transactions. The decentralized bank is a typical DeFi …

Psycholinguistic and emotion analysis of cryptocurrency discourse on X platform

MS Tash, O Kolesnikova, Z Ahani, G Sidorov - Scientific Reports, 2024 - nature.com
This paper provides an extensive examination of a sizable dataset of English tweets
focusing on nine widely recognized cryptocurrencies, specifically Cardano, Binance, Bitcoin …

Decoding social sentiment in dao: A comparative analysis of blockchain governance communities

Y Quan, X Wu, W Deng, L Zhang - arXiv preprint arXiv:2311.14676, 2023 - arxiv.org
Blockchain technology is leading a revolutionary transformation across diverse industries,
with effective governance standing as a critical determinant for the success and …

Cryptocurrency valuation: An explainable ai approach

Y Liu, L Zhang - Science and Information Conference, 2023 - Springer
Currently, there are no convincing proxies for the fundamentals of cryptocurrency assets. We
propose a new market-to-fundamental ratio, the price-to-utility (PU) ratio, utilizing unique …

" Centralized or Decentralized?": Concerns and Value Judgments of Stakeholders in the Non-Fungible Tokens (NFTs) Market

Y Xiao, B Deng, S Chen, KZ Zhou, R LC… - Proceedings of the …, 2024 - dl.acm.org
Non-fungible tokens (NFTs) are decentralized digital tokens to represent the unique
ownership of items. Recently, NFTs have been gaining popularity and at the same time …

Bitcoin Gold, Litecoin Silver: An Introduction to Cryptocurrency Valuation and Trading Strategy

H Yu, Y Sun, Y Liu, L Zhang - Future of Information and Communication …, 2024 - Springer
Historically, gold and silver have played distinct roles in traditional monetary systems. While
gold has primarily been revered as a superior store of value, prompting individuals to hoard …

[HTML][HTML] The future of finance: Synthesizing cefi and defi for the benefit of all

L Zhang - 2023 - intechopen.com
Abstract Decentralized Finance (DeFi) is changing the world of finance with innovative
solutions and groundbreaking innovations such as the Automatic Market Maker, Flash …

[PDF][PDF] Uniswap daily transaction indices by network

N Chemaya, LW Cong, E Jorgensen, D Liu… - arXiv preprint arXiv …, 2023 - osf.io
ABSTRACT Decentralized Finance (DeFi) is revolutionizing traditional financial services by
enabling direct, intermediary-free transactions, thereby generating a substantial volume of …