---
title: "Prosper: papers using this data, journals and trends"
description: "From Nov 2023 to Oct 2026, 11 archived papers mentioned Prosper in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jul 2026 (5)."
url: https://scholar4ai.com/datasets/prosper
markdown_url: https://scholar4ai.com/datasets/prosper.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 11 archived papers mentioned Prosper in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jul 2026 (5). (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)
---

# Prosper

[Browse dataset profiles](https://scholar4ai.com/datasets/directory/page/5.md)

Loan-level lending data and the public datasets used to train credit-scoring models.

- data category: Credit scoring and lending data
- 0 papers in the last 7 days
- Names searched for: Prosper Marketplace, Prosper.com, Prosper loan, Prosper data

Most-used data: https://scholar4ai.com/rankings/datasets.md · All Credit scoring and lending data datasets: https://scholar4ai.com/datasets/credit-scoring-and-lending-data.md



## Key findings

- From Nov 2023 to Oct 2026, 11 archived papers mentioned Prosper in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jul 2026 (5).
- No paper of the tracked journals mentioned Prosper in the last 30 days (2026-10-07 to 2026-11-05).
- From 2017 to 2026 (so far), Prosper was mentioned in 11 papers in the tracked journals, most of them in management (4), finance (2) and information systems (1).
- 1 of them were published in 2025, against 0 in 2017.
- Since 2023, the institutions with the most of these papers were Carl von Ossietzky Universität Oldenburg (1), Chonnam National University (1) and City University of Hong Kong (1).
- The journals publishing most of them were Technological Forecasting and Social Change (1), Journal of Business Research (1) and Journal of Business Ethics (1).
- The most-cited of them is “Crowdfunding for innovation: a comprehensive empirical review” (Future Business Journal, 2024), with 42 citations.
- Papers use Prosper most often with Facebook (3) and LendingClub (3); it has 2 partners in the code and data network, in the group around ImageNet, CIFAR-10 / CIFAR-100, MNIST / Fashion-MNIST.

## 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 |
|---|---:|---:|---:|---:|
|  | 3 | 0 | 8 | 11 |

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [Management](https://scholar4ai.com/categories/management.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 3 |
| [Finance](https://scholar4ai.com/categories/finance.md) | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| [AI](https://scholar4ai.com/categories/ai.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| All categories | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 7 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Technological Forecasting and Social Change](https://scholar4ai.com/journals/technological-forecasting-and-social-change.md) | 1 |
| 2 | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | 1 |
| 3 | [Journal of Business Ethics](https://scholar4ai.com/journals/journal-of-business-ethics.md) | 1 |
| 4 | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 1 |
| 5 | [Small Business Economics](https://scholar4ai.com/journals/small-business-economics.md) | 1 |
| 6 | [International Review of Financial Analysis](https://scholar4ai.com/journals/international-review-of-financial-analysis.md) | 1 |
| 7 | [Review of Accounting Studies](https://scholar4ai.com/journals/review-of-accounting-studies.md) | 1 |
| 8 | [Information Systems Frontiers](https://scholar4ai.com/journals/information-systems-frontiers.md) | 1 |
| 9 | [Financial Innovation](https://scholar4ai.com/journals/financial-innovation.md) | 1 |
| 10 | [Future Business Journal](https://scholar4ai.com/journals/future-business-journal.md) | 1 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | Carl von Ossietzky Universität Oldenburg | 1 |
| 2 | Chonnam National University | 1 |
| 3 | [City University of Hong Kong](https://scholar4ai.com/institutions/city-university-of-hong-kong.md) | 1 |
| 4 | [Fudan University](https://scholar4ai.com/institutions/fudan-university.md) | 1 |
| 5 | Fuzhou University of International Studies and Trade | 1 |
| 6 | [George Mason University](https://scholar4ai.com/institutions/george-mason-university.md) | 1 |
| 7 | Hefei University | 1 |
| 8 | [Hong Kong Polytechnic University](https://scholar4ai.com/institutions/hong-kong-polytechnic-university.md) | 1 |
| 9 | King Khalid University | 1 |
| 10 | Ontario Tech University | 1 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | United States | 3 |
| 2 | China | 2 |
| 3 | United Kingdom | 2 |
| 4 | Hong Kong | 2 |
| 5 | Canada | 1 |
| 6 | Germany | 1 |
| 7 | South Korea | 1 |
| 8 | Netherlands | 1 |
| 9 | Norway | 1 |
| 10 | New Zealand | 1 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | loan default | 3 |
| 2 | peer-to-peer lending | 3 |
| 3 | corporate lending | 2 |
| 4 | credit risk management | 2 |
| 5 | crowdfunding | 2 |
| 6 | local bias | 2 |
| 7 | [machine learning](https://scholar4ai.com/keywords/machine-learning.md) | 2 |
| 8 | [systemic risk](https://scholar4ai.com/keywords/systemic-risk.md) | 2 |
| 9 | Aave | 1 |
| 10 | GPT-4 Turbo | 1 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 42 | 1.6 | [Crowdfunding for innovation: a comprehensive empirical review](https://doi.org/10.1186/s43093-024-00387-5) | [Future Business Journal](https://scholar4ai.com/journals/future-business-journal.md) | 2024-08-31 | Md. Mukitul Hoque |
| 2 | 41 | 3.5 | [Machine learning powered financial credit scoring: a systematic literature review](https://doi.org/10.1007/s10462-025-11416-2) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-11-18 | Helmi Ayari, Ramzi Guetari, Naoufel Kraïem |
| 3 | 24 | 0.9 | [Gender homophily and local bias in equity crowdfunding](https://doi.org/10.1007/s11187-024-00949-5) | [Small Business Economics](https://scholar4ai.com/journals/small-business-economics.md) | 2024-07-24 | Dandan Wang, Jörg Prokop |
| 4 | 10 | 0.3 | [Peer effects in the online peer-to-peer lending market: Ex-ante selection and ex-post learning](https://doi.org/10.1016/j.irfa.2023.103056) | [International Review of Financial Analysis](https://scholar4ai.com/journals/international-review-of-financial-analysis.md) | 2023-12-21 | Kung‐Cheng Ho, Yan Gu, Cheng Yan et al. |
| 5 | 2 | 0.2 | [A hybrid machine learning approach for customer valuation and decision-making in peer-to-peer lending](https://doi.org/10.1016/j.dajour.2026.100679) | [Decision Analytics Journal](https://scholar4ai.com/journals/decision-analytics-journal.md) | 2026-01-19 | Marcos Machado, Salma Karray |

## Used together with

Papers use Prosper most often with Facebook (3) and LendingClub (3); it has 2 partners in the code and data network, in the group around ImageNet, CIFAR-10 / CIFAR-100, MNIST / Fashion-MNIST.

*What papers use Prosper together with (at least 3 papers; lift 1 = chance)*

| Used with | Type | Papers using both | Lift |
|---|---|---:|---:|
| [Facebook](https://scholar4ai.com/datasets/facebook.md) | Dataset | 3 | 4.3 |
| [LendingClub](https://scholar4ai.com/datasets/lendingclub.md) | Dataset | 3 | 145.0 |

The whole network: https://scholar4ai.com/code/network.md

## Cite this page

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

```bibtex
@misc{scholar4ai-datasets-prosper,
  author = {{Scholar4AI}},
  title = {Prosper},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/prosper}},
  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/).