When Automatic Filtering Comes to the Rescue: Pre-Computing Company Competitor Pairs in Owler
Summary: Automatic CPFilter pre-computes Owler company-competitor pairs, enabling precise filtering before review. MW_CPFilter turns manual work into a semi-automatic workflow by using CPFilter to prune non-competitors and accelerate true-competitor discovery. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Jinsong Guo
- 2. Aditya Jami
- 3. Markus Kröll
- 4. Lukas Schweizer
- 5. Sergey Paramonov
- 6. Eric Aichinger
- 7. Stefano Sferazza
- 8. Mattia Scaccia
- 9. Stéphane Reissfelder
- 10. Eda Cicek
- 11. Giovanni Grasso
- 12. Georg Gottlob
Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 221 | Deep Entity Matching with Pre-Trained Language Models | 2021 | VLDB | 0.00033121824 |
| 300 | Deep Learning for Entity Matching: A Design Space Exploration | 2018 | SIGMOD | 0.00028441466 |
| 522 | Differential dataflow | 2013 | CIDR | 0.00021099241 |
| 754 | Distributed Representations of Tuples for Entity Resolution | 2018 | VLDB | 0.00017117211 |
| 1,345 | Entity Matching: How Similar Is Similar | 2011 | VLDB | 0.00012468408 |
| 1,831 | Synthesizing Entity Matching Rules by Examples | 2018 | VLDB | 0.00010384082 |
| 5,165 | The Vadalog System: Datalog-based Reasoning for Knowledge Graphs | 2018 | VLDB | 5.6529675e-05 |
| 8,406 | DADER: Hands-Off Entity Resolution with Domain Adaptation | 2022 | VLDB | 4.5220083e-05 |
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