Enriching events to support hospital care

A situation refinement model for complex event processing

“…In fact, most of the current CEP enrichment solutions are driven by multiple motivations. This can be seen in many existing solutions, such as Vehicular Occupancy Detection [63] [7,13,25,72].…”

“…Despite partial success in automating CEP rule generation process either by finetuning existing CEP rules [23,25], or by generating entirely new CEP rules from historical events [20,21], dealing with the increased number of rules due to the unbounded nature of event stream is still a challenging task. Specifically, an increased number of CEP detection rules lead to more complex detection patterns, which makes the targeted situation more complicated to comprehend and handle [12,20,26].…”

“…Other attempts focused on combining domain knowledge with historical events in the rule learning process, such as the SCEP ter framework proposed by Zhou et al [24]. Despite the partial success in automating the CEP rule generation process either by fine tuning existing CEP rules [23,25] or by generating entirely new pattern rules [20,21], dealing with the increased number of rules is still a challenging task. Precisely, the increased number of CEP detection rules leads to more complex detection patterns, which makes the targeted situation more complicated to comprehend and handle [12,20,26]; furthermore, such an increase also brings higher levels of computational complexity [27].…”

Oecep

“…However, each approach is restricted to one specific application domain, respectively. The remaining publications primarily discuss the idea of a solution approach and lack the presentation of a working implementation [17,19,23]. Two features are common to all these approaches.…”

Introducing Knowledge-Enrichment Techniques for Complex Event Processing

“…However, each of them is restricted to one specific application domain. The remaining publications ( [15], [16], [17]) primarily discuss the idea of a solution approach and lack the presentation of a working implementation. Two features are common to all these approaches.…”