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A paper collection on non-fungible token (NFT)

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Awesome Data-driven NFT Papers

We collect papers related to data-driven analysis and application for non-fungible token (NFT) from top conferences, journals, and specialized domain-specific conferences. We then categorize them according to their specific tasks for better organization.

Related Top Conferences and Journals

  • NeurIPS, KDD, WWW, SIGIR, ...
  • CHI, CSCW, CCS, ...
  • CVPR, MM, TOMM, ...
  • Nature Scientific Reports, ...

Domain-specific Conferences

Annual Count Trend Title Word Cloud
Category Distribution Publisher Distribution

Content

1. Overview
2. Tasks
 2.1 Data Insight  2.2 Anomaly Detection
 2.3 Anti-counterfeiting  2.4 Valuation & Price Prediction
 2.5 Recommendation  2.6 Generation
 2.7 Mechanism Design  2.8 Database
 2.9 Other  

Overview

  1. Mapping the NFT revolution: market trends, trade networks, and visual features

    Nadini, Matthieu and Alessandretti, Laura and Di Giacinto, Flavio and Martino, Mauro and Aiello, Luca Maria and Baronchelli, Andrea

    Nature Scientific Reports, 2021. journal

  2. Non-fungible tokens and the future of art

    Kugler, Logan

    Communications of the ACM, 2021. journal

  3. Characterizing the OpenSea NFT Marketplace

    White, Bryan and Mahanti, Aniket and Passi, Kalpdrum

    WWW Companion, 2022. workshop

  4. Web 3.0: The Future of Internet

    Gan, Wensheng and Ye, Zhenqiang and Wan, Shicheng and Yu, Philip S.

    WWW Companion, 2023. workshop

Tasks

Data Insight

  1. Traveling the token world: A graph analysis of Ethereum ERC20 token ecosystem

    Chen, Weili and Zhang, Tuo and Chen, Zhiguang and Zheng, Zibin and Lu, Yutong

    WWW, 2020. conference

  2. Networks of Ethereum Non-Fungible Tokens: A graph-based analysis of the ERC-721 ecosystem

    Casale-Brunet, S. and Ribeca, P. and Doyle, P. and Mattavelli, M.

    Blockchain, 2021. conference

  3. Quantifying NFT-driven networks in crypto art

    Vasan, Kishore and Janosov, Milán and Barabási, Albert-László

    Nature Scientific Reports, 2022. journal

  4. Graph Analysis of the Ethereum Blockchain Data: A Survey of Datasets, Methods, and Future Work

    Khan, Arijit

    Blockchain, 2022. conference

  5. The social impact of NFTs in the metaverse economy

    Guidi, Barbara and Michienzi, Andrea

    GoodIT, 2023. conference

  6. NFT SMASH: Game to Test Your NFT Rarity Sense

    Krasnoselskii, Mikhail and Madhwal, Yash and Stepin, Alexander and Yanovich, Yury

    ICBC, 2023. conference

  7. KRAMER: Kanaria NFT Collection Rarity Meter

    Krasnoselskii, Mikhail and Madhwal, Yash and Yanovich, Yury

    ICBC, 2023. conference

Anomaly Detection

  1. TTAGN: Temporal Transaction Aggregation Graph Network for Ethereum Phishing Scams Detection

    Li, Sijia and Gou, Gaopeng and Liu, Chang and Hou, Chengshang and Li, Zhenzhen and Xiong, Gang

    WWW, 2022. conference

  2. Understanding Security Issues in the NFT Ecosystem

    Das, Dipanjan and Bose, Priyanka and Ruaro, Nicola and Kruegel, Christopher and Vigna, Giovanni

    CCS, 2022. conference

  3. Sleepminting, the brand new frontier of Non Fungible Tokens fraud

    Guidi, Barbara and Michienzi, Andrea

    GoodIT, 2022. conference

  4. NFTDisk: Visual Detection of Wash Trading in NFT Markets

    Wen, Xiaolin and Wang, Yong and Yue, Xuanwu and Zhu, Feida and Zhu, Min

    CHI, 2023. conference

  5. BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection

    Hu, Sihao and Zhang, Zhen and Luo, Bingqiao and Lu, Shengliang and He, Bingsheng and Liu, Ling

    WWW, 2023. conference, code

Anti-counterfeiting

  1. A Distributed Authenticity Verification Scheme Using Deep Learning for NFT Market

    Kimura, Keigo and Imamura, Mitsuyoshi and Omote, Kazumasa

    ICBTA, 2022. conference

  2. NFT-Based Data Marketplace with Digital Watermarking

    Ranjbar Alvar, Saeed and Akbari, Mohammad and Yue, David (Ming Xuan) and Zhang, Yong

    KDD, 2023. conference

  3. Cross-Referencing Scheme to Ensure NFT and Platform Linkage Unaffected by Forking

    Kimura, Keigo and Imamura, Mitsuyoshi and Omote, Kazumasa

    ICBC, 2023. conference

Valuation & Price Prediction

  1. TweetBoost: Influence of Social Media on NFT Valuation

    Kapoor, Arnav and Guhathakurta, Dipanwita and Mathur, Mehul and Yadav, Rupanshu and Gupta, Manish and Kumaraguru, Ponnurangam

    WWW Companion, 2022. workshop

  2. Heterogeneous rarity patterns drive price dynamics in NFT collections

    Mekacher, Amin and Bracci, Alberto and Nadini, Matthieu and Martino, Mauro and Alessandretti, Laura and Aiello, Luca Maria and Baronchelli, Andrea

    Nature Scientific Reports, 2022. journal

  3. The impact of NFT profile pictures within social network communities

    Casale-Brunet, Simone and Zichichi, Mirko and Hutchinson, Lee and Mattavelli, Marco and Ferretti, Stefano

    GoodIT, 2022. conference

  4. Analysis of Non-Fungible Token Pricing Factors with Machine Learning

    Ho, Kin-Hon and Hou, Yun and Chan, Tse-Tin and Pan, Haoyuan

    SMC, 2022. conference

  5. Understanding NFT Price Moves through Tweets Keywords Analysis

    Luo, Junliang and Jia, Yongzheng and Liu, Xue

    GoodIT, 2023. conference

  6. NFT Scoring: An Analysis of the Considerable Features

    Nourmohammadi, Reza and Arabian, Mahdi and Ghorbanpour, Masoumeh and Nazemi, Mohammad M. and Nezhadsistani, Nasim

    ICBTA, 2023. conference

Recommendation

  1. Predicting NFT Classification with GNN: A Recommender System for Web3 Assets

    Yu, Guangsheng and Wang, Qin and Altaf, Tanzeela and Wang, Xu and Xu, Xiwei and Chen, Shiping

    ICBC, 2023. conference

  2. The Contemporary Art of Image Search: Iterative User Intent Expansion via Vision-Language Model

    Yilin Ye, Qian Zhu, Shishi Xiao, Kang Zhang, Wei Zeng

    CSCW, 2024. conference

Generation

  1. NFTGAN: Non-Fungible Token Art Generation Using Generative Adversarial Networks

    Shahriar, Sakib and Hayawi, Kadhim

    ICMLT, 2022. conference

  2. Learning Profitable NFT Image Diffusions via Multiple Visual-Policy Guided Reinforcement Learning

    He, Huiguo and Wang, Tianfu and Yang, Huan and Fu, Jianlong and Yuan, Nicholas Jing and Yin, Jian and Chao, Hongyang and Zhang, Qi

    MM, 2023. conference

  3. EKILA: Synthetic Media Provenance and Attribution for Generative Art

    Balan, Kar and Agarwal, Shruti and Jenni, Simon and Parsons, Andy and Gilbert, Andrew and Collomosse, John

    CVPR Workshop, 2023. workshop

Mechanism Design

  1. A Framework for Single-Item NFT Auction Mechanism Design

    Milionis, Jason and Hirsch, Dean and Arditi, Andy and Garimidi, Pranav

    CCS DeFi, 2022. workshop

  2. Real Estate Tokenisation via Non Fungible Tokens

    Serrano, Will

    ICBCT, 2022. conference

  3. Altruistic and Profit-oriented: Making Sense of Roles in Web3 Community from Airdrop Perspective

    Fan, Sizheng and Min, Tian and Wu, Xiao and Cai, Wei

    CHI, 2023. conference

  4. Using NFTs for ownership management of digital twins and for proof of delivery of their physical assets

    Haya R. Hasan and Mohammad Madine and Ibrar Yaqoob and Khaled Salah and Raja Jayaraman and Dragan Boscovic

    Future Generation Computer Systems, 2023. journal

  5. A Privacy-preserving Auction Mechanism for Learning Model as an NFT in Blockchain-Driven Metaverse

    Zhang, Qinnan and Xiong, Zehui and Zhu, Jianming and Gao, Sheng and Yang, Wanting

    TOMM, 2023. journal

  6. Do NFTs’ Owners Really Possess their Assets? A First Look at the NFT-to-Asset Connection Fragility

    Wang, Ziwei and Gao, Jiashi and Wei, Xuetao

    WWW, 2023. conference

  7. Gas Cost Analysis of Fractional NFT on the Ethereum Blockchain

    Choi, Wonseok and Woo, Jongsoo and Hong, James Won-Ki

    ICBC, 2023. conference

  8. Semantics and Non-Fungible Tokens for Copyright Management on the Metaverse and Beyond

    García, Roberto and Cediel, Ana and Teixidó, Mercè and Gil, Rosa

    TOMM, 2023. journal

Database

  1. SoChainDB: A Database for Storing and Retrieving Blockchain-Powered Social Network Data

    Nguyen, Hoang H. and Bozhkov, Dmytro and Ahmadi, Zahra and Nguyen, Nhat-Minh and Doan, Thanh-Nam

    SIGIR, 2022. conference

  2. Data Mining of Compound DeFi Project

    Escamilla, Jesus Ariel Leon and Yanovich, Yury

    ICBTA, 2022. conference

  3. Live Graph Lab: Towards Open, Dynamic and Real Transaction Graphs with NFT

    Zhen Zhang, Bingqiao Luo, Shengliang Lu, Bingsheng He

    NeurIPS, 2023. conference

Other

  1. Stakeholders and Value in the NFT Ecosystem: Towards a Multi-disciplinary Understanding of the NFT Phenomenon

    Baytaş, Aydın and Cappellaro, Amos and Fernaeus, Ylva

    CHI EA, 2022. workshop

  2. Promoting Inclusiveness and Fairness through NFTs: The Case of Student-Athletes and NILs

    Carvalho, Arthur and Zavolokina, Liudmila and Bhunia, Suman and Chaudhary, Monu and Yoganathan, Nitharsan

    CHI, 2023. conference

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A paper collection on non-fungible token (NFT)

nftnon-fungible-tokenweb3

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