A Collaborative Decision Approach for Alignment of Heterogeneous Models

Bennani, Saloua; Hamlaoui, Mahmoud El; Coulette, Bernard; Nassar, Mahmoud

doi:10.1109/wetice.2019.00032

Cited by 4 publications

(4 citation statements)

References 14 publications

(15 reference statements)

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“…This process is accomplished thanks to a metamodel called MMCollab (for MetaModel of Collaboration). MMCollab supports the description of collaborative sessions of collective decision elaboration [2], we have described how the group decision-making process is formalized through MMCollab in [3]. In this paper, we focus on the global system consistency when source models evolve: we provide a collaborative process to maintain the consistency by managing changes that may occur and their respective impacts.…”

Section: Outputmentioning

confidence: 99%

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A Group Decision-Making Approach for Global Consistency of Heterogeneous Models

Bennani

Hamlaoui

Coulette

et al. 2022

Int. J. Info. Tech. Dec. Mak.

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HAL is a multi-disciplinary open access archive for the deposit and dissemination of scientific research documents, whether they are published or not. The documents may come from teaching and research institutions in France or abroad, or from public or private research centers. L'archive ouverte pluridisciplinaire HAL, est destinée au dépôt et à la diffusion de documents scientifiques de niveau recherche, publiés ou non, émanant des établissements d'enseignement et de recherche français ou étrangers, des laboratoires publics ou privés.

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Section: Outputmentioning

confidence: 99%

“…• CAHM-Phase1: A collaborative matching sub-process [2,4] whose objective is to establish correspondences among elements of the source models. This process is out of scope of this paper.…”

Section: Overview Of Cahm (Collaborative Alignment Of Heterogeneous M...mentioning

confidence: 99%

A Group Decision-Making Approach for Global Consistency of Heterogeneous Models

Bennani

Hamlaoui

Coulette

et al. 2022

Int. J. Info. Tech. Dec. Mak.

Self Cite

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“…Promising endeavors in this direction have already started, see e.g. (Anjorin et al 2019;Basciani et al 2014), but have to be pursued further. Regarding file formats, EMF has become the de-facto standard in the MDE community for storing metamodels and models.…”

Section: Multi-model Evolution Through Model Repairmentioning

confidence: 99%

Multi-Model Evolution through Model Repair.

Stünkel¹,

König²,

Rutle³

et al. 2021

JOT

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Design and development of complex software systems usually comprises multiple inter-related models, i.e. abstract representations of certain aspects of the underlying system. The relations between these models induce global consistency conditions which the models collectively must fulfill. At the same time, these models are subject to frequent changes, and as a result, maintaining their global consistency over time becomes an important issue in model management in general and Model-Driven Software Engineering in particular.In this paper, we present a comprehensive feature model providing an overview of the current state of the art of model management. In this feature model, we further identify the central role of model repair as an implementation pattern for (multi-)model evolution.

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“…MMCollab, shown in Figure 2, was introduced in and completed in (Bennani et al, 2019). It aims to formalize group decision-making processes.…”

Section: Mmcollab Overviewmentioning

confidence: 99%

A Formalization of Group Decision Making in Multi-Viewpoints Design

Bennani¹,

Kouch²,

Hamlaoui³

et al. 2020

CIS

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Complex systems are typically designed collaboratively by stakeholders from different domains. This multi viewpoints paradigm promotes the separation of concerns since separate teams, from different business viewpoints, build partial models describing the system. These partial models are naturally heterogeneous. So, it is difficult to ensure their intermodel consistency if kept separately. For that, we propose a collaborative approach that combines Group Decision Making (GDM) and Model-Based Engineering (MBE). This paper highlights the GDM part of our approach and especially the concept of decision policy that enables coming up with collective decisions in group decision-making contexts.

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A Collaborative Decision Approach for Alignment of Heterogeneous Models

Cited by 4 publications

References 14 publications

A Group Decision-Making Approach for Global Consistency of Heterogeneous Models

A Group Decision-Making Approach for Global Consistency of Heterogeneous Models

Multi-Model Evolution through Model Repair.

A Formalization of Group Decision Making in Multi-Viewpoints Design

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