{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T18:39:27Z","timestamp":1770748767813,"version":"3.50.0"},"reference-count":15,"publisher":"SAGE Publications","issue":"5","license":[{"start":{"date-parts":[[2015,7,27]],"date-time":"2015-07-27T00:00:00Z","timestamp":1437955200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"published-print":{"date-parts":[[2015,7,29]]},"abstract":"<jats:p>Many application domains involve dynamic context situations and the problem of how to adapt to them. This requires a Complex Event Processing (CEP) engine specifically designed to have a self-adapting ability to timely adjust its behaviors according to changing circumstances. To meet this need, this paper proposes AC-CEPs, an adaptive control system framework that can monitor context, make business decisions and adjust itself automatically. This framework not only provides a SCEP rule language able to declare event\u2019s semantics, but also integrates complex event detection, semantic annotation and semantic inference to detect dynamic context. And a two-library intelligent decision support system based on Drools is used to calculate and decide how to adapt to the targets. XML configuration file is also used to describe the event pattern architecture to support flexible and fast event pattern modification. In addition, an event parameter pre-filter net is designed to optimize adapting efficiency. Experiments showed that AC-CEPs\u2019 modules could operate in a coordinated way under different workloads, demonstrating the feasibility of this framework.<\/jats:p>","DOI":"10.3233\/ifs-151651","type":"journal-article","created":{"date-parts":[[2015,11,10]],"date-time":"2015-11-10T11:34:43Z","timestamp":1447155283000},"page":"1739-1749","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":2,"title":["An intelligent self-adaption complex event processing framework with dynamic context detection and automatic event pattern modification abilities"],"prefix":"10.1177","volume":"29","author":[{"given":"Xin","family":"Jing","sequence":"first","affiliation":[{"name":"School of Computer Science and Engineering, Xi\u2019an Technological University, Xi\u2019an, China"},{"name":"School of Computer Science and Engineering, Xi\u2019an University of Technology, Xi\u2019an, China"}]},{"given":"Jing","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Xi\u2019an University of Technology, Xi\u2019an, China"}]}],"member":"179","published-online":{"date-parts":[[2015,7,27]]},"reference":[{"key":"e_1_3_2_2_2","first-page":"721","article-title":"RFID integrated real-time manufacturing monitoring based on complex event processing","volume":"1","author":"Yi H","year":"2013","unstructured":"Yi H, Li Z, Qing X 2013 RFID integrated real-time manufacturing monitoring based on complex event processing Journal of Tsinghua University(Science and Technology) 1 721 728","journal-title":"Journal of Tsinghua University(Science and Technology)"},{"key":"e_1_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.1145\/2187671.2187677"},{"key":"e_1_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2012.03.056"},{"key":"e_1_3_2_5_2","unstructured":"Demers AJ Gehrke J Panda B Riedewald M Sharma V White WM 2007 Cayuga: A General Purpose Event Monitoring System CIDR 2007 Third Biennial Conference on Innovative Data Systems Research 412 422 Asilomar CA USA"},{"key":"e_1_3_2_6_2","first-page":"1","article-title":"Sase+: An agile language for kleene closure over event streams","author":"Diao Y","year":"2007","unstructured":"Diao Y, Immerman N, Gyllstrom D 2007 Sase+: An agile language for kleene closure over event streams Technical Report, UMass 1 13","journal-title":"Technical Report, UMass"},{"key":"e_1_3_2_7_2","first-page":"1","article-title":"Research on composite event detection in RFID middleware based on colored petri net","volume":"36","author":"Wei Y","year":"2009","unstructured":"Wei Y, Yu H, Wen Z, Shi-kun Z, Li-fu W 2009 Research on composite event detection in RFID middleware based on colored petri net Acta Electronica Sinica 36 1 8","journal-title":"Acta Electronica Sinica"},{"key":"e_1_3_2_8_2","first-page":"2481","article-title":"PMTree: An efficient pattern matching method for event stream processing","volume":"49","author":"Sujun C","year":"2013","unstructured":"Sujun C, Yongjian W, You M, Zhendong C, Zhongzhi L, Depei Q 2013 PMTree: An efficient pattern matching method for event stream processing Journal of Computer Research and Development 49 2481 2493","journal-title":"Journal of Computer Research and Development"},{"key":"e_1_3_2_9_2","unstructured":"Zhou Q Simmhan Y Prasanna V 2013 On Using Complex Event Processing for Dynamic Demand Response Optimization in Microgrid Proceedings of Green Energy and Systems Conference 2013 LONG BEACH 1 6 CA USA"},{"key":"e_1_3_2_10_2","doi-asserted-by":"publisher","DOI":"10.1109\/SCC.2010.48"},{"key":"e_1_3_2_11_2","first-page":"1","article-title":"SCEPter: Semantic complex event processing over end-to-end data flows","author":"Zhou Q","year":"2012","unstructured":"Zhou Q, Simmhan Y, Prasanna V 2012 SCEPter: Semantic complex event processing over end-to-end data flows Technical Report 1 18","journal-title":"Technical Report"},{"key":"e_1_3_2_12_2","unstructured":"Drools http:\/\/drools.jboss.org\/"},{"key":"e_1_3_2_13_2","unstructured":"Jenabean https:\/\/code.google.com\/p\/jenabean\/"},{"key":"e_1_3_2_14_2","unstructured":"Jena http:\/\/jena.apache.org\/"},{"key":"e_1_3_2_15_2","first-page":"37","article-title":"Enabling knowledge-based complex event processing","author":"Teymourian K","year":"2010","unstructured":"Teymourian K, Paschke A 2010 Enabling knowledge-based complex event processing Proceedings of the 2010 EDBT\/ICDT Workshops, ACM 37 45","journal-title":"Proceedings of the 2010 EDBT\/ICDT Workshops, ACM"},{"key":"e_1_3_2_16_2","doi-asserted-by":"publisher","DOI":"10.1007\/s12530-012-9052-7"}],"container-title":["Journal of Intelligent &amp; 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