Paper Info
Title
Business Rules Elicitation Combining Markov Decision Process with DEMO Business Transaction Space
Abstract
The resource shortage that organizations are actually facing requires innovative solutions to optimize their business transactions and to aid their decision-making processes. Business transaction models prescribe the design freedom restrictions for producing a new service or product, and are useful to share a common understanding between the stakeholders. The contemporary advances such as the DEMO theory and methodology present strong foundations to describe the business transaction model dynamics. Still, the models itself, do not guarantee that the business actors perform them accordingly during operation. The business rules are a coherent and consistent set of actionable directives intended to steer the enterprise operation. In this scope, we explain and simulate a decision-making process, using Markov decision processes, to elicit the business rules that optimize the value function of the business transactions operation. A preliminary experiment of producing and selling goods is used to illustrate the approach.
Year
DOI
Venue
2013
10.1109/CBI.2013.11
Business Informatics
Keywords
Field
DocType
business rules elicitation combining,markov decision process,business transaction model dynamic,business transactions operation,enterprise operation,business actor,business transaction,business transaction model,demo business transaction space,demo theory,decision-making process,business rule,value function,innovation management,operation,organization,process control,decision theory,production,organizations,trajectory,markov decision processes,markov processes
Artifact-centric business process model,New business development,Computer science,Business domain,Business process modeling,Business rule,Business Process Model and Notation,Business architecture,Process management,Business analysis
Conference
Citations 
PageRank 
References 
5
0.52
0
Authors
1
Name
Order
Citations
PageRank
Sérgio Guerreiro1539.93