We present a novel approach for explaining outliers in aggregation queries through counter- balancing. That is, explanations are outliers in the opposite ...

Provenance and intervention-based techniques have been used to explain surprisingly high or low outcomes of aggregation queries.

ABSTRACT. Provenance and intervention-based techniques have been used to explain surprisingly high or low outcomes of aggrega- tion queries.

Provenance and intervention-based techniques have been used to explain surprisingly high or low outcomes of aggregation queries.

Provenance and intervention-based techniques have been used to explain surprisingly high or low outcomes of aggregation queries.

Aug 1, 2019 · Provenance and intervention-based techniques have been used to explain surprisingly high or low outcomes of aggregation queries.

We propose a new approach for explaining interesting query results by augmenting provenance with information from other related tables in the database.

Going Beyond Provenance: Explaining Query Answers with Pattern-based Counterbalances. · Publisher: Association for Computing Machinery; ASSOCIATION FOR COMPUTING ...

Going Beyond Provenance: Explaining Query Answers with Pattern-based Counterbalances. Zhengjie Miao*, Qitian Zeng*, Boris Glavic, and Sudeepa Roy. In ACM ...

Publications. 1. C SIGMOD Going Beyond Provenance: Explaining Query Answers with Pattern-based Counterbalances Zhengjie Miao, Qitian Zeng, Boris Glavic and ...