TY - GEN
T1 - From complex event processing to cognitive event processing
T2 - Proceedings - 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
AU - Yang, Jun
AU - Ma, Meng
AU - Wang, Ping
AU - Liu, Ling
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2016/7/20
Y1 - 2016/7/20
N2 - 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.
AB - 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.
KW - Artificial intelligence
KW - Cognitive computing
KW - Complex event processing
KW - Natural language processing
KW - Semantic
UR - https://www.scopus.com/pages/publications/84983384776
U2 - 10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.258
DO - 10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.258
M3 - Conference contribution
AN - SCOPUS:84983384776
T3 - Proceedings - 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
SP - 1432
EP - 1438
BT - Proceedings - 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
A2 - Ma, Jianhua
A2 - Li, Ali
A2 - Ning, Huansheng
A2 - Yang, Laurence T.
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 10 August 2015 through 14 August 2015
ER -