Using Intentional and System Dynamics Modeling to Address WHYs in Enterprise Architecture

Taking and executing cost effective decisions in enterprises is becoming increasingly difficult due to multiple change drivers that affect varied aspects of enterprise. Enterprise architecture (EA) frameworks provide holistic treatment of whats and hows of enterprise but leave the important questions of whys unaddressed. Intentional modeling and system dynamics modeling provide treatment of whys at a point in time and over time respectively. We propose an approach where both intentional and system dynamics models are used in conjunction with EA models for a more effective treatment of whys than provided by either. Initial results with a case study suggest that best of both worlds may be obtained with such combined treatment of whys in

[1]  Vinay Kulkarni,et al.  Intentional Modeling for Problem Solving in Enterprise Architecture , 2013, ICEIS.

[2]  Yong Du,et al.  Incorporating System Dynamics Modeling into Goal-oriented Adaptive Requirements Engineering , 2022 .

[3]  Steffen Bayer,et al.  Business dynamics: Systems thinking and modeling for a complex world , 2004 .

[4]  Eric S. K. Yu,et al.  Social Modeling and i* , 2009, Conceptual Modeling: Foundations and Applications.

[5]  Vinay Kulkarni,et al.  Separation of Concerns in Model-Driven Development , 2003, IEEE Softw..

[6]  Xavier Franch,et al.  Making Explicit Some Implicit i* Language Decisions , 2011, ER.

[7]  Vinay Kulkarni,et al.  Analyzable Enterprise Models Using Ontology , 2013, CAiSE Forum.

[8]  Vinay Kulkarni,et al.  Scaling up model driven engineering-experience and lessons learnt , 2010, MODELS'10.

[9]  John D. Sterman,et al.  System Dynamics: Systems Thinking and Modeling for a Complex World , 2002 .

[10]  Henderik Alex Proper,et al.  A Practice-Based Framework for Enterprise Coherence , 2012, PRET.

[11]  Vinay Kulkarni,et al.  Generating Enterprise Applications from Models , 2002, OOIS Workshops.

[12]  Ann van Ackere,et al.  Integrating System Dynamics and Enterprise Modeling to Address Dynamic and Structural Complexities of Choice Situations , 2010 .

[13]  Maria-Eugenia Iacob,et al.  ArchiMate 2.0 Specification , 2012 .

[14]  Stijn Hoppenbrouwers,et al.  Architecture Principles - A Regulative Perspective on Enterprise Architecture , 2007, EMISA.

[15]  John Mylopoulos,et al.  Understanding "why" in software process modelling, analysis, and design , 1994, Proceedings of 16th International Conference on Software Engineering.

[16]  Markus Strohmaier,et al.  Exploring Intentional Modeling and Analysis for Enterprise Architecture , 2006, 2006 10th IEEE International Enterprise Distributed Object Computing Conference Workshops (EDOCW'06).

[17]  Vinay Kulkarni,et al.  Modelling and Enterprises - The Past, the Present and the Future , 2013, MODELSWARD.