Sok: blockchain decentralization

L Zhang, X Ma, Y Liu - arXiv preprint arXiv:2205.04256, 2022 - arxiv.org
Blockchain introduces decentralized trust in peer-to-peer networks, advancing security and
democratizing systems. Yet, a unified definition for decentralization remains elusive. Our …

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 …

Understand waiting time in transaction fee mechanism: An interdisciplinary perspective

L Zhang, F Zhang - arXiv preprint arXiv:2305.02552, 2023 - arxiv.org
Blockchain enables peer-to-peer transactions in cyberspace without a trusted third party.
The rapid growth of Ethereum and smart contract blockchains generally calls for well …

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 …

[HTML][HTML] The impact of fundamental factors and sentiments on the valuation of cryptocurrencies

T Bakhtiar, X Luo, I Adelopo - Blockchain: Research and Applications, 2023 - Elsevier
The valuation of cryptocurrencies is important given the increasing significance of this
potential asset class. However, most state-of-the-art cryptocurrency valuation methods only …

A data science pipeline for algorithmic trading: A comparative study of applications for finance and cryptoeconomics

L Zhang, T Wu, S Lahrichi… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Recent advances in Artificial Intelligence (AI) have made algorithmic trading play a central
role in finance. However, current research and applications are disconnected information …

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 …

Deciphering bitcoin blockchain data by cohort analysis

Y Liu, L Zhang, Y Zhao - Scientific Data, 2022 - nature.com
Bitcoin is a peer-to-peer electronic payment system that has rapidly grown in popularity in
recent years. Usually, the complete history of Bitcoin blockchain data must be queried to …

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 …

Digital valuation of personality using personal tokens

K Marchewka-Bartkowiak, KA Nowak, M Litwiński - Electronic Markets, 2022 - Springer
Attempts to valuate personality and personal brand in the digital economy face significant
problems when it comes to the tools of such an activity. The main aim of this paper is to …