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Data Market Platforms: Trading Data Assets to Solve Data Problems
Summary: Proposes data market platforms to monetize data sharing, solving incentives by rewarding owners and matching needs. Outlines market design and systems implementation for internal and cross-org markets, treating data as a first-class asset.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 12090
- Venue
- VLDB
- Year
- 2020
- Pagerank
- 8.9607667e-05
- Overall Rank
- 2,359 | 83.60%
- DOI
-
10.14778/3407790.3407800
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 21 of 21 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 3,750 |
Data Acquisition for Improving Machine Learning Models |
2021 |
VLDB |
6.7895763e-05 |
| 4,138 |
Protecting Data Markets from Strategic Buyers |
2022 |
SIGMOD |
6.4175758e-05 |
| 4,774 |
LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems |
2021 |
SIGMOD |
5.9316087e-05 |
| 4,863 |
Data-Sharing Markets: Model, Protocol, and Algorithms to Incentivize the Formation of Data-Sharing Consortia |
2023 |
SIGMOD |
5.8697471e-05 |
| 5,024 |
Towards Distribution-aware Query Answering in Data Markets |
2022 |
VLDB |
5.7535043e-05 |
| 5,476 |
Containerized Execution of UDFs: An Experimental Evaluation |
2022 |
VLDB |
5.4866534e-05 |
| 5,784 |
What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments |
2022 |
VLDB |
5.328804e-05 |
| 6,262 |
Fast Shapley Value Computation in Data Assemblage Tasks as Cooperative Simple Games |
2024 |
SIGMOD |
5.1349507e-05 |
| 6,263 |
Equitable Data Valuation Meets the Right to Be Forgotten in Model Markets |
2023 |
VLDB |
5.1349507e-05 |
| 6,376 |
DET-LSH: A Locality-Sensitive Hashing Scheme with Dynamic Encoding Tree for Approximate Nearest Neighbor Search |
2024 |
VLDB |
5.0916875e-05 |
| 6,723 |
On Shapley Value in Data Assemblage Under Independent Utility |
2022 |
VLDB |
4.9490816e-05 |
| 7,227 |
Data and AI Model Markets: Opportunities for Data and Model Sharing, Discovery, and Integration |
2023 |
VLDB |
4.7952919e-05 |
| 7,321 |
Counterfactual Explanation of Shapley Value in Data Coalitions |
2024 |
VLDB |
4.7629325e-05 |
| 8,053 |
Demonstration of Dealer: An End-to-End Model Marketplace with Differential Privacy |
2021 |
VLDB |
4.5950705e-05 |
| 8,666 |
Contributions Estimation in Federated Learning: A Comprehensive Experimental Evaluation |
2024 |
VLDB |
4.471975e-05 |
| 9,991 |
The Pneuma Project: Reifying Information Needs as Relational Schemas to Automate Discovery, Guide Preparation, and Align Data with Intent |
2026 |
CIDR |
4.1945683e-05 |
| 10,842 |
ML-Asset Management: Curation, Discovery, and Utilization |
2025 |
VLDB |
4.1945683e-05 |
| 10,895 |
Towards an Objective Metric for Data Value Through Relevance |
2024 |
CIDR |
4.1945683e-05 |
| 10,955 |
Data Acquisition for Improving Model Confidence |
2024 |
SIGMOD |
4.1945683e-05 |
| 11,220 |
Lightweight Materialization for Fast Dashboards Over Joins |
2023 |
SIGMOD |
4.1945683e-05 |
| 11,230 |
VersaMatch: Ontology Matching with Weak Supervision |
2023 |
VLDB |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 22 of 22 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 31 |
Provenance Semirings |
2007 |
PODS |
0.0007857786 |
| 94 |
CrowdDB: Answering Queries with Crowdsourcing |
2011 |
SIGMOD |
0.00051013264 |
| 398 |
Big Data Integration |
2013 |
VLDB |
0.00024372588 |
| 420 |
InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables |
2012 |
SIGMOD |
0.00023719065 |
| 610 |
Goods: Organizing Google's Datasets |
2016 |
SIGMOD |
0.00019232674 |
| 855 |
Integrating Conflicting Data: The Role of Source Dependence |
2009 |
VLDB |
0.00015906735 |
| 923 |
Provenance and Scientific Workflows: Challenges and Opportunities |
2008 |
SIGMOD |
0.0001527609 |
| 1,204 |
VerdictDB: Universalizing Approximate Query Processing |
2018 |
SIGMOD |
0.00013319541 |
| 1,211 |
Truth Finding on the Deep Web: Is the Problem Solved? |
2013 |
VLDB |
0.00013257101 |
| 1,252 |
Principles of Dataspace Systems |
2006 |
PODS |
0.00013033186 |
| 1,277 |
The Data Civilizer System |
2017 |
CIDR |
0.00012879695 |
| 1,298 |
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms |
2019 |
VLDB |
0.00012758104 |
| 1,891 |
Towards Model-based Pricing for Machine Learning in a Data Marketplace |
2019 |
SIGMOD |
0.00010194092 |
| 2,576 |
S4: Top-k Spreadsheet-Style Search for Query Discovery |
2015 |
SIGMOD |
8.5112408e-05 |
| 3,038 |
Azure Data Lake Store: A Hyperscale Distributed File Service for Big Data Analytics |
2017 |
SIGMOD |
7.6717218e-05 |
| 3,347 |
Collaborative Data Analytics with DataHub |
2015 |
VLDB |
7.1921364e-05 |
| 3,663 |
Reverse Engineering Aggregation Queries |
2017 |
VLDB |
6.8647221e-05 |
| 4,101 |
Less is More: Selecting Sources Wisely for Integration |
2013 |
VLDB |
6.4523909e-05 |
| 4,279 |
Revenue Maximization for Query Pricing |
2020 |
VLDB |
6.2953388e-05 |
| 5,271 |
ORPHEUSDB: A Lightweight Approach to Relational Dataset Versioning |
2017 |
SIGMOD |
5.5941385e-05 |
| 5,563 |
AnyLog: a Grand Unification of the Internet of Things |
2020 |
CIDR |
5.4328568e-05 |
| 6,780 |
Domain-Aware Multi-Truth Discovery from Conflicting Sources |
2018 |
VLDB |
4.9277708e-05 |
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Data-Sharing Markets: Model, Protocol, and Algorithms to Incentivize the Formation of Data-Sharing Consortia |
2023 |
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5.8697471e-05 |
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Protecting Data Markets from Strategic Buyers |
2022 |
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