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Beyond Roll-Up's and Drill-Down's: An Intentional Analytics Model to Reinvent OLAP (long-version) [article]

Panos Vassiliadis and Patrick Marcel and Stefano Rizzi
2018 arXiv   pre-print
We redefine OLAP queries, in order to move to higher degrees of abstraction from roll-up's and drill-down's, and we propose a set of novel intentional OLAP operators, namely, describe, assess, explain,  ...  The individual parts of our proposal are integrated in a new data model for OLAP, which we call the Intentional Analytics Model.  ...  We are particularly thankful to the reviewers of both this paper and its preliminary version in DOLAP 2018 for their comments that helped us enrich the breadth of the related work, and the clarity of concepts  ... 
arXiv:1812.07854v1 fatcat:5oflgb75hfgwlgfx3gy3u4pwmy