---
title: "Etherscan: papers using this data, journals and trends"
description: "From Nov 2023 to Oct 2026, 12 archived papers mentioned Etherscan in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Aug 2026 (3)."
url: https://scholar4ai.com/datasets/etherscan
markdown_url: https://scholar4ai.com/datasets/etherscan.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 12 archived papers mentioned Etherscan in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Aug 2026 (3). (as of 2026-11-05)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-05T06:02:37+09:00
window: 2026-10-07 to 2026-11-05
source: OpenAlex (CC0)
---

# Etherscan

[Browse dataset profiles](https://scholar4ai.com/datasets/directory/page/2.md)

Prices, trading volumes and on-chain records of cryptocurrencies.

- data category: Cryptocurrency data
- 0 papers in the last 7 days
- Names searched for: Etherscan

Most-used data: https://scholar4ai.com/rankings/datasets.md · All Cryptocurrency data datasets: https://scholar4ai.com/datasets/cryptocurrency-data.md



## Key findings

- From Nov 2023 to Oct 2026, 12 archived papers mentioned Etherscan in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Aug 2026 (3).
- No paper of the tracked journals mentioned Etherscan in the last 30 days (2026-10-07 to 2026-11-05).
- From 2017 to 2026 (so far), Etherscan was mentioned in 13 papers in the tracked journals, most of them in information systems (6), finance (4) and AI (2).
- 3 of them were published in 2025, against 0 in 2017.
- Since 2023, the institutions with the most of these papers were Technical University of Munich (2), Centre for European Economic Research (1) and Chengdu University of Technology (1).
- The journals publishing most of them were Financial Innovation (2), Decision Support Systems (1) and Computational Economics (1).
- The most-cited of them is “Ethereum fraud detection via joint transaction language model and graph representation learning” (Information Fusion, 2025), with 35 citations.

## Mentions over 36 months

*Papers mentioning it by publication month, Nov 2023 to Oct 2026 (titles, abstracts and keywords; the full texts of earlier months are still being searched)*

| Trend | Nov 23–Oct 24 | Nov 24–Oct 25 | Nov 25–Oct 26 | 36 months |
|---|---:|---:|---:|---:|
|  | 5 | 4 | 3 | 12 |

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 2 |
| [Finance](https://scholar4ai.com/categories/finance.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 |
| [AI](https://scholar4ai.com/categories/ai.md) | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| All categories | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 6 | 3 | 3 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Financial Innovation](https://scholar4ai.com/journals/financial-innovation.md) | 2 |
| 2 | [Decision Support Systems](https://scholar4ai.com/journals/decision-support-systems.md) | 1 |
| 3 | [Computational Economics](https://scholar4ai.com/journals/computational-economics.md) | 1 |
| 4 | [Electronic Markets](https://scholar4ai.com/journals/electronic-markets.md) | 1 |
| 5 | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 1 |
| 6 | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 1 |
| 7 | [Business & Information Systems Engineering](https://scholar4ai.com/journals/business-information-systems-engineering.md) | 1 |
| 8 | [Journal of Industrial Information Integration](https://scholar4ai.com/journals/journal-of-industrial-information-integration.md) | 1 |
| 9 | [Digital Finance](https://scholar4ai.com/journals/digital-finance.md) | 1 |
| 10 | [Digital Business](https://scholar4ai.com/journals/digital-business.md) | 1 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [Technical University of Munich](https://scholar4ai.com/institutions/technical-university-of-munich.md) | 2 |
| 2 | Centre for European Economic Research | 1 |
| 3 | Chengdu University of Technology | 1 |
| 4 | Complexity Science Hub | 1 |
| 5 | Data61 | 1 |
| 6 | Fraunhofer-Gesellschaft | 1 |
| 7 | [Harbin Engineering University](https://scholar4ai.com/institutions/harbin-engineering-university.md) | 1 |
| 8 | [Harvard University](https://scholar4ai.com/institutions/harvard-university.md) | 1 |
| 9 | [Hefei University of Technology](https://scholar4ai.com/institutions/hefei-university-of-technology.md) | 1 |
| 10 | IMT School for Advanced Studies Lucca | 1 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | Austria | 3 |
| 2 | United Kingdom | 3 |
| 3 | China | 2 |
| 4 | Germany | 2 |
| 5 | United States | 2 |
| 6 | Australia | 1 |
| 7 | Italy | 1 |
| 8 | South Korea | 1 |
| 9 | Luxembourg | 1 |
| 10 | Netherlands | 1 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | decentralized finance | 3 |
| 2 | graph representation learning | 2 |
| 3 | smart contracts | 2 |
| 4 | stablecoins | 2 |
| 5 | transaction graphs | 2 |
| 6 | Augur | 1 |
| 7 | [Bitcoin](https://scholar4ai.com/keywords/bitcoin.md) | 1 |
| 8 | Ethereum | 1 |
| 9 | Etherscan | 1 |
| 10 | NFT market | 1 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 35 | 1.8 | [Ethereum fraud detection via joint transaction language model and graph representation learning](https://doi.org/10.1016/j.inffus.2025.103074) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 2025-03-13 | Jianguo Sun, Yifan Jia, Yanbin Wang et al. |
| 2 | 22 | 0.4 | [Defining user spectra to classify Ethereum users based on their behavior](https://doi.org/10.1186/s40537-022-00586-3) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 2022-04-04 | Gianluca Bonifazi, Enrico Corradini, Domenico Ursino A et al. |
| 3 | 21 | 1.1 | [Analyzing Transaction Graphs via Motif-Based Graph Representation Learning for Cryptocurrency Price Prediction](https://doi.org/10.1007/s10614-025-10940-1) | [Computational Economics](https://scholar4ai.com/journals/computational-economics.md) | 2025-04-18 | Peker Celik, Emre Sefer |
| 4 | 13 | 0.6 | [Beyond the surface: advanced wash-trading detection in decentralized NFT markets](https://doi.org/10.1186/s40854-025-00766-z) | [Financial Innovation](https://scholar4ai.com/journals/financial-innovation.md) | 2025-02-21 | Aleksandar Tošić, Jernej Vičič, Niki Hrovatin |
| 5 | 12 | 0.4 | [Detecting DeFi securities violations from token smart contract code](https://doi.org/10.1186/s40854-023-00572-5) | [Financial Innovation](https://scholar4ai.com/journals/financial-innovation.md) | 2024-02-19 | Arianna Trozze, Bennett Kleinberg, T. Davies |

## Cite this page

Scholar4AI. (2026). Etherscan. Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/etherscan

```bibtex
@misc{scholar4ai-datasets-etherscan,
  author = {{Scholar4AI}},
  title = {Etherscan},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/etherscan}},
  urldate = {2026-11-05},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).