{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T17:11:12Z","timestamp":1772644272177,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":44,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,4,30]],"date-time":"2023-04-30T00:00:00Z","timestamp":1682812800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Natural Science Foundations of Guangdong Province","award":["2021A1515011661"],"award-info":[{"award-number":["2021A1515011661"]}]},{"name":"Guangzhou Basic and Applied Basic Research Project","award":["202102020616"],"award-info":[{"award-number":["202102020616"]}]},{"name":"Hong Kong RGC Project","award":["No. PolyU15222320"],"award-info":[{"award-number":["No. PolyU15222320"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62032025, 61973325"],"award-info":[{"award-number":["62032025, 61973325"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,4,30]]},"DOI":"10.1145\/3543507.3583537","type":"proceedings-article","created":{"date-parts":[[2023,4,26]],"date-time":"2023-04-26T23:30:25Z","timestamp":1682551825000},"page":"1918-1927","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":34,"title":["Know Your Transactions: Real-time and Generic Transaction Semantic Representation on Blockchain &amp; Web3 Ecosystem"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4633-0008","authenticated-orcid":false,"given":"Zhiying","family":"Wu","sequence":"first","affiliation":[{"name":"Sun Yat-sen University, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8158-3735","authenticated-orcid":false,"given":"Jieli","family":"Liu","sequence":"additional","affiliation":[{"name":"Sun Yat-sen University, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5155-8547","authenticated-orcid":false,"given":"Jiajing","family":"Wu","sequence":"additional","affiliation":[{"name":"Sun Yat-sen University, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7872-7718","authenticated-orcid":false,"given":"Zibin","family":"Zheng","sequence":"additional","affiliation":[{"name":"Sun Yat-sen University, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9082-3208","authenticated-orcid":false,"given":"Xiapu","family":"Luo","sequence":"additional","affiliation":[{"name":"Hong Kong Polytechnic University, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9165-8331","authenticated-orcid":false,"given":"Ting","family":"Chen","sequence":"additional","affiliation":[{"name":"University of Electronic Science and Technologyo of China, China"}]}],"member":"320","published-online":{"date-parts":[[2023,4,30]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Higher-order organization of complex networks. Science 353, 6295","author":"Benson R","year":"2016","unstructured":"Austin\u00a0R Benson, David\u00a0F Gleich, and Jure Leskovec. 2016. Higher-order organization of complex networks. Science 353, 6295 (2016), 163\u2013166."},{"key":"e_1_3_2_1_2_1","volume-title":"Build Web3 dApps on the Most Popular Blockchain. Retrieved","author":"Chain BNB","year":"2022","unstructured":"Binance. 2020. BNB Chain, Build Web3 dApps on the Most Popular Blockchain. Retrieved July 8, 2022 from https:\/\/www.bnbchain.org\/"},{"key":"e_1_3_2_1_3_1","volume-title":"17th International Conference on Wirtschaftsinformatik. AiSeL","author":"Camozzi Giorgio","year":"2021","unstructured":"Giorgio Camozzi, Felix H\u00e4rer, and Hans-Georg Fill. 2021. Multidimensional Analysis of Blockchain Data Using an ETL-based Approach. In 17th International Conference on Wirtschaftsinformatik. AiSeL, N\u00fcrnberg, Germany, 28."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3398071"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2019.00137"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3319535.3345664"},{"key":"e_1_3_2_1_7_1","volume-title":"Adaptive Universal Generalized PageRank Graph Neural Network. In 9th International Conference on Learning Representations, ICLR","author":"Chien Eli","year":"2021","unstructured":"Eli Chien, Jianhao Peng, Pan Li, and Olgica Milenkovic. 2021. Adaptive Universal Generalized PageRank Graph Neural Network. In 9th International Conference on Learning Representations, ICLR 2021. OpenReview.net, Virtual Event, Austria."},{"key":"e_1_3_2_1_8_1","volume-title":"web3, and the Metaverse. Retrieved","author":"Gilbert Sam","year":"2022","unstructured":"Sam Gilbert. 2022. Crypto, web3, and the Metaverse. Retrieved July 8, 2022 from https:\/\/www.bennettinstitute.cam.ac.uk\/wp-content\/uploads\/2022\/03\/Policy-brief-Crypto-web3-and-the-metaverse.pdf"},{"key":"e_1_3_2_1_9_1","volume-title":"The Fifteenth ACM International Conference on Web Search and Data Mining. ACM, Virtual Event \/ Tempe, AZ, USA, 1581\u20131584","author":"Hou\u00a0Su Voon","year":"2022","unstructured":"Voon Hou\u00a0Su, Sourav Sen\u00a0Gupta, and Arijit Khan. 2022. Automating ETL and Mining of Ethereum Blockchain Network. In WSDM \u201922: The Fifteenth ACM International Conference on Web Search and Data Mining. ACM, Virtual Event \/ Tempe, AZ, USA, 1581\u20131584."},{"key":"e_1_3_2_1_10_1","volume-title":"7th International Conference on Learning Representations, ICLR","author":"Klicpera Johannes","year":"2019","unstructured":"Johannes Klicpera, Aleksandar Bojchevski, and Stephan G\u00fcnnemann. 2019. Predict then Propagate: Graph Neural Networks meet Personalized PageRank. In 7th International Conference on Learning Representations, ICLR 2019. OpenReview.net, New Orleans, LA, USA."},{"key":"e_1_3_2_1_11_1","unstructured":"Valliappa Lakshmanan and Jordan Tigani. 2019. Google BigQuery: The Definitive Guide: Data Warehousing Analytics and Machine Learning at Scale. O\u2019Reilly Media."},{"key":"e_1_3_2_1_12_1","volume-title":"Database Systems for Advanced Applications - 22nd International Conference","author":"Li Yang","unstructured":"Yang Li, Kai Zheng, Ying Yan, Qi Liu, and Xiaofang Zhou. 2017. EtherQL: a query layer for blockchain system. In Database Systems for Advanced Applications - 22nd International Conference. Springer, Suzhou, China, 556\u2013567."},{"key":"e_1_3_2_1_13_1","volume-title":"Ethereum-ETL in BigQuery: how we built this dataset. Retrieved","author":"Medvedev Evgeny","year":"2022","unstructured":"Evgeny Medvedev and Allen Day. 2018. Ethereum-ETL in BigQuery: how we built this dataset. Retrieved July 8, 2022 from https:\/\/cloud.google.com\/blog\/products\/data-analytics\/ethereum-bigquery-how-we-built-dataset"},{"key":"e_1_3_2_1_14_1","unstructured":"Piper Merriam and Jason Carver. 2018. Web3.py is a Python library for interacting with Ethereum. Retrieved July 8 2022 from https:\/\/web3py.readthedocs.io\/en\/v5\/index.html"},{"key":"e_1_3_2_1_15_1","volume-title":"Bitcoin: A peer-to-peer electronic cash system. https:\/\/bitcoin.org\/bitcoin.pdf.","author":"Nakamoto Satoshi","year":"2008","unstructured":"Satoshi Nakamoto. 2008. Bitcoin: A peer-to-peer electronic cash system. https:\/\/bitcoin.org\/bitcoin.pdf."},{"key":"e_1_3_2_1_16_1","volume-title":"Scikit-learn: Machine learning in Python. the Journal of machine Learning research 12","author":"Pedregosa Fabian","year":"2011","unstructured":"Fabian Pedregosa, Ga\u00ebl Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, 2011. Scikit-learn: Machine learning in Python. the Journal of machine Learning research 12 (2011), 2825\u20132830."},{"key":"e_1_3_2_1_17_1","volume-title":"A Research Agenda for Creative Industries","author":"Potts Jason","unstructured":"Jason Potts and Ellie Rennie. 2019. Web3 and the creative industries: how blockchains are reshaping business models. In A Research Agenda for Creative Industries. Edward Elgar Publishing, 93\u2013111."},{"key":"e_1_3_2_1_18_1","volume-title":"Project Wyvern Ethereum Smart Contracts. Retrieved","author":"Jeff Wentworth Protinam","year":"2022","unstructured":"Protinam and Jeff Wentworth. 2018. Project Wyvern Ethereum Smart Contracts. Retrieved July 8, 2022 from https:\/\/docs.projectwyvern.com\/"},{"key":"e_1_3_2_1_19_1","volume-title":"Avalanche: Blazingly Fast, Low Cost, and Eco-Friendly Dapps Platform. Retrieved","author":"Team Avalanche","year":"2020","unstructured":"Avalanche Team. 2020. Avalanche: Blazingly Fast, Low Cost, and Eco-Friendly Dapps Platform. Retrieved July 8, 2022 from https:\/\/www.avax.network\/"},{"key":"e_1_3_2_1_20_1","volume-title":"All-Time Low in Share of All Cryptocurrency Activity. Retrieved","author":"Team Chainalysis","year":"2022","unstructured":"Chainalysis Team. 2022. Crypto Crime Trends for 2022: Illicit Transaction Activity Reaches All-Time High in Value, All-Time Low in Share of All Cryptocurrency Activity. Retrieved July 8, 2022 from https:\/\/blog.chainalysis.com\/reports\/2022-crypto-crime-report-introduction\/"},{"key":"e_1_3_2_1_21_1","volume-title":"On-Chain Transaction Volumes Past Centralized Platforms. Retrieved","author":"Team Chainalysis","year":"2022","unstructured":"Chainalysis Team. 2022. DeFi-Driven Speculation Pushes Decentralized Exchanges\u2019 On-Chain Transaction Volumes Past Centralized Platforms. Retrieved July 8, 2022 from https:\/\/blog.chainalysis.com\/reports\/defi-dexs-web3\/"},{"key":"e_1_3_2_1_22_1","unstructured":"Chainalysis Team. 2022. Defi Hacks Are on the Rise. https:\/\/blog.chainalysis.com\/reports\/2022-defi-hacks\/."},{"key":"e_1_3_2_1_23_1","volume-title":"Polygon. Retrieved","author":"Team Polygon","year":"2022","unstructured":"Polygon Team. 2019. Bring the World to Ethereum, Polygon. Retrieved July 8, 2022 from https:\/\/polygon.technology\/"},{"key":"e_1_3_2_1_24_1","volume-title":"Etherscan Simple API Calls. Retrieved","author":"Team The\u00a0Etherscan","year":"2022","unstructured":"The\u00a0Etherscan Team. 2022. Etherscan Simple API Calls. Retrieved July 8, 2022 from https:\/\/api.etherscan.io\/apis"},{"key":"e_1_3_2_1_25_1","volume-title":"APIs for a vibrant decentralized future. Retrieved","author":"Team The\u00a0Graph","year":"2022","unstructured":"The\u00a0Graph Team. 2022. APIs for a vibrant decentralized future. Retrieved July 8, 2022 from https:\/\/thegraph.com\/"},{"key":"e_1_3_2_1_26_1","unstructured":"The\u00a0OpenEthereum Team. 2022. OpenEthereum Documentation. Retrieved July 8 2022 from https:\/\/openethereum.github.io\/"},{"key":"e_1_3_2_1_27_1","article-title":"Visualizing data using t-SNE","volume":"9","author":"Maaten Laurens Van\u00a0der","year":"2008","unstructured":"Laurens Van\u00a0der Maaten and Geoffrey Hinton. 2008. Visualizing data using t-SNE. Journal of machine learning research 9, 11 (11 2008), 2579\u20132605.","journal-title":"Journal of machine learning research"},{"key":"e_1_3_2_1_28_1","volume-title":"Graph attention networks. stat 1050","author":"Velickovic Petar","year":"2017","unstructured":"Petar Velickovic, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Lio, and Yoshua Bengio. 2017. Graph attention networks. stat 1050 (2017), 20."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11704-021-0221-3"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/3457977.3460301"},{"key":"e_1_3_2_1_31_1","volume-title":"Ethereum Yellow Paper: a formal specification of Ethereum, a programmable blockchain. Accessed on: Mar 6","author":"Wood G","year":"2019","unstructured":"G Wood. 2019. Ethereum Yellow Paper: a formal specification of Ethereum, a programmable blockchain. Accessed on: Mar 6 (2019)."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2021.103139"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2020.3016821"},{"key":"e_1_3_2_1_35_1","volume-title":"Tutela: An Open-Source Tool for Assessing User-Privacy on Ethereum and Tornado Cash. arXiv preprint arXiv:2201.06811 abs\/2201.06811","author":"Wu Mike","year":"2022","unstructured":"Mike Wu, Will McTighe, Kaili Wang, Istvan\u00a0A Seres, Nick Bax, Manuel Puebla, Mariano Mendez, Federico Carrone, Tom\u00e1s De\u00a0Mattey, Herman\u00a0O Demaestri, 2022. Tutela: An Open-Source Tool for Assessing User-Privacy on Ethereum and Tornado Cash. arXiv preprint arXiv:2201.06811 abs\/2201.06811 (2022)."},{"key":"e_1_3_2_1_36_1","volume-title":"DeFiRanger: Detecting Price Manipulation Attacks on DeFi Applications. CoRR abs\/2104.15068 (April","author":"Wu Siwei","year":"2021","unstructured":"Siwei Wu, Dabao Wang, Jianting He, Yajin Zhou, Lei Wu, Xingliang Yuan, Qinming He, and Kui Ren. 2021. DeFiRanger: Detecting Price Manipulation Attacks on DeFi Applications. CoRR abs\/2104.15068 (April 2021)."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/3491051"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSII.2022.3159594"},{"key":"e_1_3_2_1_39_1","volume-title":"28th USENIX Security Symposium (USENIX Security 19)","author":"Yousaf Haaroon","year":"2019","unstructured":"Haaroon Yousaf, George Kappos, and Sarah Meiklejohn. 2019. Tracing transactions across cryptocurrency ledgers. In 28th USENIX Security Symposium (USENIX Security 19). USENIX Association, Santa Clara, CA, USA, 837\u2013850."},{"key":"e_1_3_2_1_40_1","volume-title":"Galaxybase: Native Distributed Parallel Graph Platform. Retrieved","author":"Zhang Chen","year":"2018","unstructured":"Chen Zhang. 2018. Galaxybase: Native Distributed Parallel Graph Platform. Retrieved July 8, 2022 from https:\/\/www.galaxybase.com\/"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449916"},{"key":"e_1_3_2_1_42_1","volume-title":"Xblock-eth: Extracting and exploring blockchain data from ethereum","author":"Zheng Peilin","year":"2020","unstructured":"Peilin Zheng, Zibin Zheng, Jiajing Wu, and Hong-Ning Dai. 2020. Xblock-eth: Extracting and exploring blockchain data from ethereum. IEEE Open Journal of the Computer Society 1 (May 2020), 95\u2013106."},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2020.102477"},{"key":"e_1_3_2_1_44_1","volume-title":"An Ever-evolving Game: Evaluation of Real-world Attacks and Defenses in Ethereum Ecosystem. In 29th USENIX Security Symposium (USENIX Security 20)","author":"Zhou Shunfan","year":"2020","unstructured":"Shunfan Zhou, Zhemin Yang, Jie Xiang, Yinzhi Cao, Min Yang, and Yuan Zhang. 2020. An Ever-evolving Game: Evaluation of Real-world Attacks and Defenses in Ethereum Ecosystem. In 29th USENIX Security Symposium (USENIX Security 20), Srdjan Capkun and Franziska Roesner (Eds.). USENIX Association, Boston, USA, 2793\u20132810."},{"key":"e_1_3_2_1_45_1","volume-title":"Peripheral smart contracts for interacting with Uniswap V2. Retrieved","author":"Zinsmeister Noah","year":"2022","unstructured":"Noah Zinsmeister. 2022. Peripheral smart contracts for interacting with Uniswap V2. Retrieved July 8, 2022 from https:\/\/github.com\/Uniswap\/v2-periphery"}],"event":{"name":"WWW '23: The ACM Web Conference 2023","location":"Austin TX USA","acronym":"WWW '23","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"]},"container-title":["Proceedings of the ACM Web Conference 2023"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3543507.3583537","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3543507.3583537","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:47:03Z","timestamp":1750178823000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3543507.3583537"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4,30]]},"references-count":44,"alternative-id":["10.1145\/3543507.3583537","10.1145\/3543507"],"URL":"https:\/\/doi.org\/10.1145\/3543507.3583537","relation":{},"subject":[],"published":{"date-parts":[[2023,4,30]]},"assertion":[{"value":"2023-04-30","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}