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Inconsistency may arise when data are integrated together
with respect to a given set of integrity constraints. Many techniques can identify
inconsistent data by ad-hoc ways but inconsistent data can not be managed effectively.
To judge a query is rewritable, the work analyses whether the join graph for
the query is directed. Also, the work presents an approach for computing tuple
probabilities and a basic technique for query rewriting. The experiments use
the data and queries of the TPC-H specification to compare performance for degrees
of inconsistencies and the results show that the approach is effective and feasible.