DataPrice: An Interactive System for Pricing Datasets in Data Marketplaces
Summary: DataPrice is an interactive system that trains a pricing model on real commercial marketplace datasets to estimate reference prices from dataset descriptions for sellers and buyers. It leverages Shapley-value attribution over metadata attributes to generate textual explanations of price drivers, improving transparency and trust. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Yiding Zhu (Zhejiang University)
- 2. Hongwei Zhang (Zhejiang University)
- 3. Jiayao Zhang (Zhejiang University)
- 4. Jinfei Liu (Zhejiang University)
- 5. Kui Ren (Zhejiang University)
BibTeX Citation
@article{zhu_vldb24,
title = {{DataPrice: An Interactive System for Pricing Datasets in Data Marketplaces}},
author = {Zhu, Yiding and Zhang, Hongwei and Zhang, Jiayao and Liu, Jinfei and Ren, Kui},
journal = {PVLDB},
series = {{VLDB} '24},
volume = {17},
number = {12},
pages = {4433--4436},
doi = {10.14778/3685800.3685893},
url = {https://doi.org/10.14778/3685800.3685893},
year = {2024}
}Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,759 | Dealer: An End-to-End Model Marketplace with Differential Privacy | 2021 | VLDB | 7.14674e-05 |
| 5,191 | QIRANA: A Framework for Scalable Query Pricing | 2017 | SIGMOD | 6.3265914e-05 |
| 6,551 | Efficient Sampling Approaches to Shapley Value Approximation | 2023 | SIGMOD | 5.8429222e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 3,927 | Revenue Maximization for Query Pricing | 2020 | VLDB |
| 2 | 5,191 | QIRANA: A Framework for Scalable Query Pricing | 2017 | SIGMOD |
| 3 | 11,191 | A Profit-Maximizing Data Marketplace with Differentially Private Federated Learning under Price Competition | 2024 | SIGMOD |
| 4 | 2,342 | Query-Based Data Pricing | 2012 | PODS |
| 5 | 2,719 | Toward Practical Query Pricing with QueryMarket | 2013 | SIGMOD |
| 6 | 2,025 | Data Market Platforms: Trading Data Assets to Solve Data Problems | 2020 | VLDB |
| 7 | 6,100 | Demonstration of Nimbus: Model-based Pricing for Machine Learning in a Data Marketplace | 2019 | SIGMOD |
| 8 | 3,705 | Protecting Data Markets from Strategic Buyers | 2022 | SIGMOD |
| 9 | 1,488 | Towards Model-based Pricing for Machine Learning in a Data Marketplace | 2019 | SIGMOD |
| 10 | 6,036 | QueryMarket Demonstration: Pricing for Online Data Markets | 2012 | VLDB |