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We are witnessing the emergence of a new digital art market, the art market 3.0. Blockchain technology has taken on a new sector which is still not well known, Non-Fungible tokens (NFT). In this paper we propose a new methodology to build a…

General Finance · Quantitative Finance 2022-03-08 Hugo Schnoering , Hugo Inzirillo

Non-Fungible Tokens (NFTs) have recently surged to mainstream attention by allowing the exchange of digital assets via blockchains. NFTs have also been adopted by artists to sell digital art. One of the promises of NFTs is broadening…

General Finance · Quantitative Finance 2022-11-16 Giovanni Colavizza

Non-fungible tokens (NFTs) are digital assets stored on a blockchain representing real-world objects such as art or collectibles. An NFT collection comprises numerous tokens; each token can be transacted multiple times. It is a…

Computational Finance · Quantitative Finance 2023-02-07 Wesley Joon-Wie Tann , Akhil Vuputuri , Ee-Chien Chang

Non-fungible tokens (NFTs) offer a unique method for representing digital and physical assets on the blockchain. However, the NFT market has recently experienced a downturn in interest, mainly due to challenges related to high entry…

Cryptography and Security · Computer Science 2024-09-13 Wejdene Haouari , Marios Fokaefs

The NFT ecosystem represents an interconnected, decentralized environment that encompasses the creation, distribution, and trading of Non-Fungible Tokens (NFTs), where key actors, such as marketplaces, sellers, and buyers, utilize smart…

Software Engineering · Computer Science 2025-12-22 Yujing Chen , Xuanming Liu , Zhiyuan Wan , Zuobin Wang , David Lo , Difan Xie , Xiaohu Yang

The non-fungible token (NFT) market emerges as a recent trading innovation leveraging blockchain technology, mirroring the dynamics of the cryptocurrency market. The current study is based on the capitalization changes and transaction…

Statistical Finance · Quantitative Finance 2024-07-09 Marcin Wątorek , Paweł Szydło , Jarosław Kwapień , Stanisław Drożdż

Non Fungible Tokens have changed digital ownership and how creators earn money. Between 2021 and 2024, the market value exceeded 40 billion. However, the fast growth of the NFT ecosystem has revealed serious issues in managing intellectual…

Computers and Society · Computer Science 2025-07-02 Pranav Darshan , Rohan J S , Raghuveer Rajesh , Ruchitha M , Sanika Kamath , Manas M N

Non-fungible tokens (NFTs) are unique digital assets stored on the blockchain and is used to certify ownership and authenticity of the digital asset. NFTs were first created in 2014 while their popularity peaked between 2021 and 2022. In…

Cryptography and Security · Computer Science 2023-10-25 Ryleigh McKinney , Sundar Krishnan

Non-fungible tokens or NFTs are the digital assets on a blockchain. NFTs are unique and they cannot be divided like cryptocurrencies. NFTs could store digital ownership of an artwork or collections or can be fan tokens or tickets for clubs.…

Cryptography and Security · Computer Science 2022-02-15 Arsalan Parham , Corinna Breitinger

Recent years have witnessed the availability of richer and richer datasets in a variety of domains, where signals often have a multi-modal nature, blending temporal, relational and semantic information. Within this context, several works…

Social and Information Networks · Computer Science 2023-03-21 Haaroon Yousaf , Naomi A. Arnold , Renaud Lambiotte , Timothy LaRock , Richard G. Clegg , Peijie Zhong , Alhamza Alnaimi , Ben Steer

Recently, the birth of non-fungible tokens (NFTs) has attracted great attention. NFTs are capable of representing users' ownership on the blockchain and have experienced tremendous market sales due to their popularity. Unfortunately, the…

Software Engineering · Computer Science 2023-08-07 Shuo Yang , Jiachi Chen , Zibin Zheng

Non-Fungible Tokens (NFTs) are transforming how content creators, such as artists, price and sell their work. A key feature of NFTs is the inclusion of royalties, which grant creators a share of all future resale proceeds. Although widely…

General Economics · Economics 2026-04-06 Brett Hemenway Falk , Gerry Tsoukalas , Niuniu Zhang

A non-fungible token (NFT) is a data unit stored on the blockchain. Nowadays, more and more investors and collectors (NFT traders), who participate in transactions of NFTs, have an urgent need to assess the performance of NFTs. However,…

Computer Vision and Pattern Recognition · Computer Science 2023-07-04 Fan Yan , Xumeng Wang , Ketian Mao , Wei Zhang , Wei Chen

The derivative of token standard of Ethereum blockchain, termed as Non Fungible Token is distinguishable token. These tokens are bound with digital properties that provide them unique identification which helps in fulfilling the aim of…

Cryptography and Security · Computer Science 2025-08-05 Priyanshu Lohar , Kiran Rathi

Our study empirically predicts the bubble of non-fungible tokens (NFTs): transferable and unique digital assets on public blockchains. This topic is important because, despite their strong market growth in 2021, NFTs on a project basis have…

Statistical Finance · Quantitative Finance 2022-06-17 Kensuke Ito , Kyohei Shibano , Gento Mogi

As a blockchain-based application, Non-Fungible Token (NFT) has received worldwide attention over the past few years. Digital artwork is the main form of NFT that can be stored on different blockchains. Although the NFT market is rapidly…

Human-Computer Interaction · Computer Science 2022-06-28 Yufan Zhang , Zichao Chen , Luyao Zhang , Xin Tong

Online trading has attracted millions of people around the world. In March 2021, it was reported there were 18 million accounts from just one broker. Historically, manipulation in financial markets is considered to be fraudulently…

Trading and Market Microstructure · Quantitative Finance 2021-07-30 Golnaz Shahtahmassebi , Lascelles Wright

Wash trading, the practice of simultaneously placing buy and sell orders for the same asset to inflate trading volume, has been prevalent in cryptocurrency markets. This paper investigates whether wash traders in Bitcoin act deliberately to…

Trading and Market Microstructure · Quantitative Finance 2024-11-14 Hunter Ng

Cryptoassets such as cryptocurrencies and tokens are increasingly traded on decentralized exchanges. The advantage for users is that the funds are not in custody of a centralized external entity. However, these exchanges are prone to…

Cryptography and Security · Computer Science 2021-02-16 Friedhelm Victor , Andrea Marie Weintraud

In this paper, we design and implement a web crawler system based on the Solana blockchain for the automated collection and analysis of market data for popular non-fungible tokens (NFTs) on the chain. Firstly, the basic information and…

Cryptography and Security · Computer Science 2026-02-03 Chengxin Shen , Zhongwen Li , Xiaoqi Li , Zongwei Li