MaXCept -- Decision Support in Exception Handling through Unstructured Data Integration in the Production Context: An Integral Part of the Smart Factory

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 e...

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Bibliographic Details
Main Authors: Kassner, Laura Bernadette, Mitschang, Bernhard
Format: Conference Proceeding
Language:English
Subjects:
Computer architecture
Conferences
Context
context-aware services
Data mining
decision support systems
Exception handling
Factories
flexible manufacturing systems
Industrial plants
Manufacturing
Mathematical analysis
natural language processing
Phases
problem solving
Production facilities
Real-time systems
Time delay
ubiquitous computing
Unstructured data
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Description
Summary: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.
ISSN:1530-1605
2572-6862
1530-1605
DOI:10.1109/HICSS.2015.124