Anatomy of a Gift Recommendation Engine Powered by Social Media
Summary: An end-to-end social-media–driven gift recommender: Walmart Labs Gift Reco Engine and Shopycat. Highlights data-management challenges—inferring user interests, computing giftability, and scalable processing of big, fast social data with pragmatic evaluation metrics. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Yannis Pavlidis
- 2. Arvind Batra
- 3. Robert Yau
- 4. Mike McKiernan
- 5. Madhusudan Mathihalli
- 6. Ron Benson
- 7. Venky Harinarayan
- 8. Indrani Chakravarty
- 9. Ravi Raj
- 10. Anand Rajaraman
Incoming Citations (Sorted by Pagerank)
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| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,847 | Building, Maintaining, and Using Knowledge Bases: A Report from the Trenches | 2013 | SIGMOD | 8.0224023e-05 |
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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