From complex event processing to cognitive event processing: Approaches, challenges, and opportunities

Jun Yang, Meng Ma, Ping Wang, Ling Liu

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

6 Scopus citations

Abstract

Complex event processing (CEP) systems are widely used to discover potential information from underlying data flow. With the help of CEP, applications can support end-user to solve problems or response to situations. However, CEP systems have the deficiencies in its semantic comprehension, natural language interaction, iterative information processing and self-learning ability. In this paper, we start from the state-of-the-art of CEP and propose a novel event processing paradigm - Cognitive Event Processing (CoEP). CoEP systems are event processing systems with cognitive ability, extended from CEP systems, and based on cognitive computing. We survey the current proposed approaches in the three key aspects of CoEP: semantic, interactive and iterative, and propose the problem need to solve. We introduced semantic event processing, natural language processing, and iterative event processing model to solve these problems, and achieve cognitive ability.

Original languageEnglish
Title of host publicationProceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015
EditorsJianhua Ma, Ali Li, Huansheng Ning, Laurence T. Yang
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1432-1438
Number of pages7
ISBN (Electronic)9781467372114
DOIs
StatePublished - 20 Jul 2016
Externally publishedYes
EventProceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015 - Beijing, China
Duration: 10 Aug 201514 Aug 2015

Publication series

NameProceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015

Conference

ConferenceProceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015
Country/TerritoryChina
CityBeijing
Period10/08/1514/08/15

Keywords

  • Artificial intelligence
  • Cognitive computing
  • Complex event processing
  • Natural language processing
  • Semantic

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