Back to papers
Active Sparse Mobile Crowd Sensing Based on Matrix Completion
Summary: AS-MCS uses active bipartite-graph sampling to select locations and times, with bipartite-graph matrix completion for robust recovery. Integrates sensing cost and incentives; yields accurate recovery at ~11% sampling, with 4–9× fewer samples than MC on PM2.5/traffic data.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 5668
- Venue
- SIGMOD
- Year
- 2019
- Pagerank
- -
- Overall Rank
- 13,293 | 7.53%
- DOI
-
10.1145/3299869.3319856
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 8,063 |
An Experimental Evaluation of Task Assignment in Spatial Crowdsourcing |
2018 |
VLDB |
4.594024e-05 |
| 6,451 |
Multivariate Time Series Cleaning under Speed Constraints |
2024 |
SIGMOD |
5.0583324e-05 |
| 11,302 |
Privacy-preserving Cooperative Online Matching over Spatial Crowdsourcing Platforms |
2023 |
VLDB |
4.1945683e-05 |
| 12,270 |
Dynamic Join Optimization in Multi-Hop Wireless Sensor Networks |
2010 |
VLDB |
4.1945683e-05 |
| 10,604 |
GraphSparseNet: a Novel Method for Large Scale Traffic Flow Prediction |
2025 |
VLDB |
4.1945683e-05 |
| 8,305 |
Travel Cost Inference from Sparse, Spatio-Temporally Correlated Time Series Using Markov Models |
2013 |
VLDB |
4.5435639e-05 |
| 477 |
Model-Driven Data Acquisition in Sensor Networks |
2004 |
VLDB |
0.00022221803 |
| 11,603 |
Demand-based Sensor Data Gathering with Multi-Query Optimization |
2020 |
VLDB |
4.1945683e-05 |
| 7,400 |
Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation |
2024 |
VLDB |
4.7397846e-05 |
| 6,085 |
Active Sampling Count Sketch (ASCS) for Online Sparse Estimation of a Trillion Scale Covariance Matrix |
2021 |
SIGMOD |
5.2195267e-05 |