(Artificial) Mind over Matter: Integrating Humans and Algorithms in Solving Matching Problems
Summary: Human–machine collaboration in schema matching for data integration; questions the assumption that humans always lead. Big data, ML, IoT, and cloud enable a co-adaptive workflow where humans validate and steer automated matching. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Roee Shraga
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 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 721 | Data Integration with Uncertainty | 2007 | VLDB | 0.00017570539 |
| 1,527 | Generic Schema Matching, Ten Years Later | 2011 | VLDB | 0.00011499442 |
| 2,788 | Incremental Schema Matching | 2006 | VLDB | 8.1251255e-05 |
| 5,947 | Top-K Generation of Integrated Schemas Based on Directed and Weighted Correspondences | 2009 | SIGMOD | 5.2614521e-05 |
| 7,952 | Multi-Source Uncertain Entity Resolution at Yad Vashem: Transforming Holocaust Victim Reports into People | 2016 | SIGMOD | 4.613363e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,947 | Top-K Generation of Integrated Schemas Based on Directed and Weighted Correspondences | 2009 | SIGMOD | 5.2614521e-05 |
| 3,637 | Semantic Integration in Heterogeneous Databases Using Neural Networks | 1994 | VLDB | 6.8959519e-05 |
| 6,290 | Putting Context into Schema Matching | 2006 | VLDB | 5.1271647e-05 |
| 7,613 | ADnEV: Cross-Domain Schema Matching using Deep Similarity Matrix Adjustment and Evaluation | 2020 | VLDB | 4.6961059e-05 |
| 8,824 | Analyzing and Revising Data Integration Schemas to Improve Their Matchability | 2008 | VLDB | 4.4415658e-05 |
| 902 | Statistical Schema Matching across Web Query Interfaces | 2003 | SIGMOD | 0.00015486247 |
| 7,668 | Human-in-the-loop Data Integration | 2017 | VLDB | 4.6834075e-05 |
| 5,081 | Reducing Uncertainty of Schema Matching via Crowdsourcing | 2013 | VLDB | 5.7132042e-05 |
| 8,823 | The Role of Schema Matching in Large Enterprises | 2009 | CIDR | 4.4415658e-05 |
| 4,416 | CrowdMatcher: Crowd-Assisted Schema Matching | 2014 | SIGMOD | 6.2039225e-05 |