A model based realisation of actor model to conceptualise an aid for complex dynamic decision-making
Conference paper
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. MODELSWARD 2017: 5th International Conference on Model-Driven Engineering and Software Development. Porto, Portugal 19 - 21 Feb 2017 SCITEPRESS - Science and Technology Publications. pp. 605-616 https://doi.org/10.5220/0006216306050616
Type | Conference paper |
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Title | A model based realisation of actor model to conceptualise an aid for complex dynamic decision-making |
Authors | Barat, S., Kulkarni, V., Clark, T. and Barn, B. |
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 together 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 |
Conference | MODELSWARD 2017: 5th International Conference on Model-Driven Engineering and Software Development |
Page range | 605-616 |
ISBN | |
Hardcover | 9789897582103 |
Publisher | SCITEPRESS - Science and Technology Publications |
Publication dates | |
21 Feb 2017 | |
Publication process dates | |
Deposited | 10 Jan 2017 |
Accepted | 16 Dec 2016 |
Output status | Published |
Accepted author manuscript | |
Copyright Statement | This is an author produced version of a conference paper included in this repository with permission from MODELSWARD Secretariat and INSTICC Secretariat. The final paper is published by SCITEPRESS as: 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, ISBN 978-989-758-210-3, pages 605-616, Copyright © 2017 SCITEPRESS (Science and Technology Publications, Lda.) |
Digital Object Identifier (DOI) | https://doi.org/10.5220/0006216306050616 |
Language | English |
Book title | Proceedings of the 5th International Conference on Model-Driven Engineering and Software Development (MODELSWARD 2017) |
https://repository.mdx.ac.uk/item/86vyz
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