TY - GEN
T1 - A model based approach for complex dynamic decision-making
AU - Barat, Souvik
AU - Kulkarni, Vinay
AU - Clark, Tony
AU - Barn, Balbir S.
N1 - © Springer Nature B.V. 2018. The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-319-94764-8_5
PY - 2018/7/8
Y1 - 2018/7/8
N2 - Current state-of-the-practice and state-of-the-art of decision-making aids are inadequate for modern organisations that deal with significant uncertainty and business dynamism. This paper highlights the limitations of prevalent decision-making aids and proposes a model-based approach that advances the modelling abstraction and analysis machinery for complex dynamic decision-making. In particular, this paper proposes a meta-model to comprehensively represent organisation, establishes the relevance of model-based simulation technique as analysis means, introduces the advancements over actor technology to address analysis needs, and proposes a method to utilise proposed modelling abstraction, analysis technique, and analysis machinery in an effective and convenient manner. The proposed approach is illustrated using a near real-life case-study from a business process outsourcing organisation.
AB - Current state-of-the-practice and state-of-the-art of decision-making aids are inadequate for modern organisations that deal with significant uncertainty and business dynamism. This paper highlights the limitations of prevalent decision-making aids and proposes a model-based approach that advances the modelling abstraction and analysis machinery for complex dynamic decision-making. In particular, this paper proposes a meta-model to comprehensively represent organisation, establishes the relevance of model-based simulation technique as analysis means, introduces the advancements over actor technology to address analysis needs, and proposes a method to utilise proposed modelling abstraction, analysis technique, and analysis machinery in an effective and convenient manner. The proposed approach is illustrated using a near real-life case-study from a business process outsourcing organisation.
KW - Conceptual model
KW - Domain specific language
KW - Model based approach
KW - Organisational decision making
KW - Simulation
UR - http://www.scopus.com/inward/record.url?scp=85050381259&partnerID=8YFLogxK
UR - https://link.springer.com/chapter/10.1007%2F978-3-319-94764-8_5
U2 - 10.1007/978-3-319-94764-8_5
DO - 10.1007/978-3-319-94764-8_5
M3 - Conference publication
AN - SCOPUS:85050381259
SN - 9783319947631
T3 - Communications in Computer and Information Science
SP - 94
EP - 118
BT - Model-Driven Engineering and Software Development - 5th International Conference, MODELSWARD 2017, Revised Selected Papers
PB - Springer
T2 - 5th International Conference on Model-Driven Engineering and Software Development, MODELSWARD 2017
Y2 - 19 February 2017 through 21 February 2017
ER -