Telco Churn Prediction with Big Data
Summary: Telco churn prediction with big data leverages Volume, Variety, Velocity to boost accuracy. Deployed at a leading Chinese operator, it mixes BSS/OSS features over millions of customers, achieving 0.96 precision on top 50k churn predictions and optimizing campaigns. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Yiqing Huang
- 2. Fangzhou Zhu
- 3. Mingxuan Yuan
- 4. Ke Deng
- 5. Yanhua Li
- 6. Bing Ni
- 7. Wenyuan Dai
- 8. Qiang Yang
- 9. Jia Zeng
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,039 | Differential Privacy in Telco Big Data Platform | 2015 | VLDB | 6.5075964e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 850 | Scaling Factorization Machines to Relational Data | 2013 | VLDB | 0.00015955971 |
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