Title :
MaXCept -- Decision Support in Exception Handling through Unstructured Data Integration in the Production Context: An Integral Part of the Smart Factory
Author :
Kassner, Laura Bernadette ; Mitschang, Bernhard
Abstract :
Today, data from different sources and different phases of the product life cycle are usually analyzed in isolation and with considerable time delay. Real-time integrated analytics is especially beneficial in a production context. We present an architecture for data- and analytics-driven exception escalation in manufacturing and show the advantages of integrating unstructured data.
Keywords :
data integration; exception handling; manufacturing data processing; production facilities; MaXCept; analytics-driven exception escalation; data-driven exception escalation; decision support; exception handling; product life cycle; smart factory; unstructured data integration; Computer architecture; Context; Data mining; Manufacturing; Production facilities; Real-time systems; context-aware services; decision support systems; flexible manufacturing systems; natural language processing; problem solving; ubiquitous computing;
Conference_Titel :
System Sciences (HICSS), 2015 48th Hawaii International Conference on
Conference_Location :
Kauai, HI
DOI :
10.1109/HICSS.2015.124
