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Authors: Souvik Barat 1 ; Vinay Kulkarni 1 ; Tony Clark 2 and Balbir Barn 3

Affiliations: 1 Tata Consultancy Service Research, India ; 2 Sheffield Hallam University, United Kingdom ; 3 Middlesex University, United Kingdom

Keyword(s): Organisational Decision Making, Simulation, Actor Model of Computation, Actor based Simulation.

Abstract: Effective decision-making of modern organisation requires deep understanding of various aspects of organisation such as its goals, structure, business-as-usual operational processes etc. The large size and complex structure of organisations, socio-technical characteristics, and fast business dynamics make this decision-making a challenging endeavour. The state-of-practice of decision-making that relies heavily on human experts is often reported as ineffective, imprecise and lacking in agility. This paper evaluates a set of candidate technologies and makes a case for using actor based simulation techniques as an aid for complex dynamic decision-making. The approach is justified by enumeration of basic requirements of complex dynamic decision-making and the conducting a suitability of analysis of state-of-the-art enterprise modelling techniques. The research contributes a conceptual meta-model that represents necessary aspects of organisation for complex dynamic decision-making togethe r with a realisation in terms of a meta model that extends Actor model of computation. The proposed approach is illustrated using a real life case study from business process outsourcing industry. (More)

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Paper citation in several formats:
Barat, S.; Kulkarni, V.; Clark, T. and Barn, B. (2017). A Model based Realisation of Actor Model to Conceptualise an Aid for Complex Dynamic Decision-making. In Proceedings of the 5th International Conference on Model-Driven Engineering and Software Development (MODELSWARD 2017) - IndTrackMODELSWARD; ISBN 978-989-758-210-3; ISSN 2184-4348, SciTePress, pages 605-616. DOI: 10.5220/0006216306050616

@conference{indtrackmodelsward17,
author={Souvik Barat. and Vinay Kulkarni. and Tony Clark. and Balbir Barn.},
title={A Model based Realisation of Actor Model to Conceptualise an Aid for Complex Dynamic Decision-making},
booktitle={Proceedings of the 5th International Conference on Model-Driven Engineering and Software Development (MODELSWARD 2017) - IndTrackMODELSWARD},
year={2017},
pages={605-616},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006216306050616},
isbn={978-989-758-210-3},
issn={2184-4348},
}

TY - CONF

JO - Proceedings of the 5th International Conference on Model-Driven Engineering and Software Development (MODELSWARD 2017) - IndTrackMODELSWARD
TI - A Model based Realisation of Actor Model to Conceptualise an Aid for Complex Dynamic Decision-making
SN - 978-989-758-210-3
IS - 2184-4348
AU - Barat, S.
AU - Kulkarni, V.
AU - Clark, T.
AU - Barn, B.
PY - 2017
SP - 605
EP - 616
DO - 10.5220/0006216306050616
PB - SciTePress

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