The Case for Personal Data-Driven Decision Making
Summary: PD3M extends D3M to personal, ad-hoc decisions; targets untrained users and avoids domain-specific tools. Decision queries (context, model, data) extrapolate from past similar outcomes using simple models on targeted data. (summarized by gpt-5-nano on Feb 09 2026)
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 257 | Making Database Systems Usable | 2007 | SIGMOD | 0.00030223397 |
| 355 | Hippocratic Databases | 2002 | VLDB | 0.00026087195 |
| 543 | MLbase: A Distributed Machine-learning System | 2013 | CIDR | 0.00020526854 |
| 2,370 | Query-Based Data Pricing | 2012 | PODS | 8.9488834e-05 |
| 2,915 | Brainwash: A Data System for Feature Engineering | 2013 | CIDR | 7.9078385e-05 |
| 4,811 | OQL: A Query Language for Manipulating Object-oriented Databases | 1989 | VLDB | 5.9061974e-05 |
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