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Titel:

A Flexible Architecture for Data Mining from Heterogeneous Data Sources in Automated Production Systems

Dokumenttyp:
Konferenzbeitrag
Autor(en):
Trunzer, Emanuel; Kirchen, Iris; Folmer, Jens; Koltun, Gennadiy D.; Vogel-Heuser, Birgit
Abstract:
Data heterogeneity and proprietary interfaces present a major challenge for big data analytics. The data generated from a multitude of sources has to be aggregated and integrated first before being evaluated. To overcome this, an automated integration of this data and its provisioning via defined interfaces in a generic data format could greatly reduce the effort for an efficient collection and preparation of data for data analysis in automated production systems. Besides, the sharing of specifi...     »
Kongress- / Buchtitel:
Proceedings of the 2017 IEEE International Conference on Industrial Technology (ICIT)
Jahr:
2017
Monat:
May
Seiten:
1106-1111
Nachgewiesen in:
Scopus; Web of Science
Reviewed:
ja
Volltext / DOI:
doi:10.1109/ICIT.2017.7915517
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