Smart drill-down: a new data exploration operator

Proceedings of The Vldb Endowment(2015)

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摘要
We present a data exploration system equipped with smart drill-down, a novel operator for interactively exploring a relational table to discover and summarize \"interesting\" groups of tuples. Each such group of tuples is represented by a rule. For instance, the rule (a, b, *, 1000) tells us that there are a thousand tuples with value a in the first column and b in the second column (and any value in the third column). Smart drill-down presents an analyst with a list of rules that together describe interesting aspects of the table. The analyst can tailor the definition of interesting, and can interactively apply smart drill-down on an existing rule to explore that part of the table. In the demonstration, conference attendees will be able to use the data exploration system equipped with smart drill-down, and will be able to contrast smart drill-down to traditional drill-down, for various interestingness measures, and resource constraints.
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