Publications of Jérôme Darmont
Reference (inproceedings)
Y. Yang, J. Darmont, F. Ravat, O. Teste, "Automatic Integration Issues of Tabular Data for On-Line Analysis Processing", 16e journées EDA Business Intelligence et Big Data (EDA 2020), Lyon, Août 2020; Revue des Nouvelles Technologies de l'Information, Vol. B-16, 5-18.
Abstract
Companies and individuals produce numerous tabular data. The objective of this position paper is to draw up the challenges posed by the automatic integration of data in the form of tables so that they can be cross-analyzed. We provide a first automatic solution for the integration of such tabular data to allow On-Line Analysis Processing. To fulfil this task, features of tabular data should be analyzed and the challenge of automatic multidimensional schema generation should be addressed. Hence, we propose a typology of tabular data and discuss our idea of an automatic solution.
Keywords
Data integration, Tabular data, OLAP
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