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Article4014
Abstract Complex Event Processing (CEP) deals with
Complex Event Processing (CEP) deals with the analysis of streams of continuously arriving events, with the goal of identifying instances of predefined meaningful patterns (complex events). Complex events are detected in order to trigger time-critical actions in many areas, including sensors networks, financial services, transaction management, business intelligence, etc. In existing approaches to CEP, a complex event is represented as a composition of more simple events satisfying certain temporal relationships. In this article, we advocate a knowledge-rich CEP, which, apart from events, also processes additional (contextual) knowledge (e.g., in order to prove semantic relations among matched events or to define more complex situations). In particular, we present a novel approach for realizing knowledge-rich CEP, including detection of semantic relations among events and reasoning. We present a rule-based language for pattern matching over event streams, with a precise syntax and the declarative semantics. We devise an execution model for the proposed formalism, and provide a prototype implementation. Extensive experiments have been conducted to demonstrate the efficiency and effectiveness of our approach.
iciency and effectiveness of our approach.  +
Author Darko Anicic + , Sebastian Rudolph + , Paul Fodor + , Nenad Stojanovic +
BibTex
@article{ARFS2012,
  author  = {Darko Anicic and Sebastian Rudolph and Paul Fodor and Nenad
             Stojanovic},
  title   = {Real-Time Complex Event Recognition and Reasoning-a Logic
             Programming Approach},
  journal = {Applied Artificial Intelligence},
  volume  = {26},
  number  = {1-2},
  year    = {2012},
  month   = {February},
  pages   = {6-57},
  doi     = {10.1080/08839514.2012.636616}
}
Bibtype Article  +
DOI Name 10.1080/08839514.2012.636616  +
Download ETALIS.pdf  +
ErsterAutorNachname Anicic  +
ErsterAutorVorname Darko  +
Forschungsgebiet Semantische Technologien + , Wissensrepräsentation und logisches Schließen +
Forschungsgruppe Computational Logic +
ISSN 0883-9514  +
Journal Applied Artificial Intelligence  +
Month Februar  +
Num 1-2  +
Pages 6-57  +
Publication text Darko Anicic, Sebastian Rudolph, Paul Fodo
Darko Anicic, Sebastian Rudolph, Paul Fodor, Nenad Stojanovic<br/> '''[[Article4014|Real-Time Complex Event Recognition and Reasoning-a Logic Programming Approach]]''' <br/>__NOTOC__Applied Artificial Intelligence, 26(1-2):6-57, February 2012<br/><span class="glyphicon glyphicon-chevron-right" style="font-size: 85%;" ></span> [[Article4014|Details]] <span class="glyphicon glyphicon-chevron-right" style="font-size: 85%; margin-left: 2ex; "></span> [[Media:ETALIS.pdf|Download]]
lt;/span> [[Media:ETALIS.pdf|Download]]  +
Publication text en Darko Anicic, Sebastian Rudolph, Paul Fodo
Darko Anicic, Sebastian Rudolph, Paul Fodor, Nenad Stojanovic<br/> '''[[Article4014/en|Real-Time Complex Event Recognition and Reasoning-a Logic Programming Approach]]''' <br/>__NOTOC__Applied Artificial Intelligence, 26(1-2):6-57, February 2012<br/><span class="glyphicon glyphicon-chevron-right" style="font-size: 85%;" ></span> [[Article4014|Details]] <span class="glyphicon glyphicon-chevron-right" style="font-size: 85%; margin-left: 2ex;" ></span> [[Media:ETALIS.pdf|Download]]
lt;/span> [[Media:ETALIS.pdf|Download]]  +
Referiert 1  +
Title Real-Time Complex Event Recognition and Reasoning-a Logic Programming Approach  +
To appear 0  +
Type article  +
Volume 26  +
Year 2012  +
Hat Abfrage
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Kategorien Publikation , Article
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