In view of the paradigm shift that makes science ever more data-driven, we consider deterministic scientific hypotheses as uncertain data. This vision comprises a probabilistic database (p-DB) design methodology for the systematic construction and management of U-relational hypothesis DBs, viz., Υ-DBs. It introduces hypothesis management as a promising new class of applications for p-DBs. We illustrate the potential of Υ-DB as a tool for deep predictive analytics.
In that sense Υ-DB's methodology comprises a novel p-DB design-bysynthesis approach REF .
Υ-DB: Managing scientific hypotheses as uncertain data
PVLDB
PVLDB
Computer Science