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Title:

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

Document type:
Konferenzbeitrag
Author(s):
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...     »
Book / Congress title:
Proceedings of the 2017 IEEE International Conference on Industrial Technology (ICIT)
Year:
2017
Month:
May
Pages:
1106-1111
Covered by:
Scopus; Web of Science
Reviewed:
ja
Fulltext / DOI:
doi:10.1109/ICIT.2017.7915517
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