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Knowledge-Based Complex Event Processing

Name: Knowledge-Based Complex Event Processing
Brand: Sudwestdeutscher Verlag Fur Hochschulschriften AG
SKU: 22545376
Price: 70.94 EUR
Availability: InStock
Author: Kia Teymourian
ISBN: 9783838150499

Kia Teymourian

Language

English

Book Paperback

Libristo code: 22545376

Publishers Sudwestdeutscher Verlag Fur Hochschulschriften AG, August 2016

Real-time data stream monitoring is crucial for process management in today's business environment.... Full description

Libristo code: 22545376

172 b

70.94 €

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Real-time data stream monitoring is crucial for process management in today's business environment. Using continuous data streams monitoring systems complex events can be detected that can trigger changes in control flow of business processes. This book presents a framework for knowledge-based event processing that integrates external background knowledge and improves expressiveness of event processing semantics. Fusion of available domain knowledge with streaming data can improve the event processing quality by enhancing the system to understand more about complex events and their relationships. A combinatorial event pattern specification is presented based on knowledge patterns and temporal event detection operators. The book explores three different approaches for real-time knowledge-based event processing: semantic enrichment of streams, enrichment of complex event patterns and type-based sampling of event streams.