DocumentCode
721405
Title
Knowledge acquisition in process intelligence
Author
Ceravolo, Paolo ; Zavatarelli, Francesco
Author_Institution
Comput. Sci. Dept., Univ. degli Studi di Milano, Crema, Italy
fYear
2015
fDate
17-19 May 2015
Firstpage
218
Lastpage
221
Abstract
In this work we introduce a process intelligence (PI) methodology, based on analytical metrics collection, which has been used in the KITE. it process management framework and can support the evolution of analytics from descriptive to prescriptive and from prescriptive to predictive. In this paper we claim that this process aims to drive knowledge acquisition in a set of steps and also derive previously unknown knowledge. We also spotlight how it is important to rely on the notion of Extended Behaviour.
Keywords
knowledge acquisition; KITE; PI methodology; analytical metrics collection; descriptive analytics; extended behaviour; knowledge acquisition; predictive analytics; prescriptive analytics; process intelligence; process management; Business; Data models; Knowledge acquisition; Mathematical model; Measurement; Predictive models; Resource description framework;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Communication Technology Research (ICTRC), 2015 International Conference on
Conference_Location
Abu Dhabi
Type
conf
DOI
10.1109/ICTRC.2015.7156461
Filename
7156461
Link To Document