Connectionists: MODELS 2022 : ACM/IEEE 25th International Conference on Model Driven Engineering Languages and Systems
Antonio Bucchiarone
bucchiarone at fbk.eu
Mon Feb 7 04:31:29 EST 2022
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MODELS 2022
ACM/IEEE 25th International Conference on
Model Driven Engineering Languages and Systems
October 16-21, 2022
Montreal, Canada
https://conf.researchr.org/home/models-2022
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MODELS is the premier conference series for model-based software and
systems engineering. Since 1998, MODELS has covered all aspects of
modeling, from languages and methods, to tools and applications. Attendees
of MODELS come from diverse backgrounds, including researchers, academics,
engineers, and industrial professionals. MODELS 2022 is a forum for
participants to exchange cutting-edge research results and innovative
practical experiences around modeling, modeling languages, and model-based
software and systems engineering.
This year’s edition will provide an opportunity for the modeling community
to further advance the foundations of modeling, and come up with innovative
applications of modeling in emerging areas of cyber-physical systems,
embedded systems, socio-technical systems, cloud computing, big data,
machine learning, security, open source, and sustainability.
For this year’s edition, the conference has the special theme “Modeling for
social good” #MDE4SG. Thus, we especially encourage contributions where
model-based engineering intersects with research and applications on, not
exclusively, socio-technical systems, tools with social impact, integrating
human values, data science, artificial intelligence, digital twins,
Industry/Society 5.0, and intelligent systems in general.
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*Important Dates*
Abstract Submission: May 11, 2022
Paper Submission: May 18, 2022
Author notification: July 12, 2022
Camera Ready Due: August 1, 2022
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*Topics of Interest (but not restricted to):*
MODELS 2022 seeks submissions on diverse topics related to modeling for
software and systems engineering, including, but not limited to:
● Foundations of model-based engineering, including definition of
syntax and semantics of modeling languages and model transformation
languages.
● New paradigms, formalisms, applications, approaches, frameworks, or
processes for model-based engineering such as low-code/no-code development,
digital twins, etc.
● Definition, usage, and analysis of model-based generative and
re-engineering approaches.
● Models at Runtime: model-based monitoring, analysis, and adaptation
towards intelligent systems, e.g., with digital shadows or digital twins.
● Development of model-based systems engineering approaches and
modeling-in-the-large including interdisciplinary engineering and
coordination.
● Applications of AI to model-based engineering problems including
e.g., search-based and machine learning approaches.
● Model-based engineering foundations for AI-based systems.
● Human and organizational factors in model-based engineering.
● Tools, meta-tools, and language workbenches for model-based
engineering, including model management and scalable model repositories.
● Integration of modeling languages and tools (hybrid multi-modeling
approaches).
● Evaluation and comparison of modeling languages, techniques, and
tools.
● Quality assurance (analysis, testing, verification) for functional
and non-functional properties of models and model transformations.
● Collaborative modeling research to address global and team
management issues (e.g., browser-based and cloud-enabled collaboration).
● Evolution of modeling languages and related standards.
● Evidence-based education research for curricular concerns on
modeling topics.
● Modeling in software engineering; applications of models to address
general software engineering challenges.
● Modeling for specific challenges such as collaboration, scalability,
security, interoperability, adaptability, flexibility, maintainability,
dependability, reuse, energy efficiency, sustainability, and uncertainty.
● Modeling with, and for, new and emerging systems and paradigms such
as security, cyber-physical systems (CPSs), the Internet of Things (IoTs),
cloud computing, DevOps, data analytics, data science, machine learning,
big data, systems engineering, socio-technical systems, critical
infrastructures and services, robotics, mobile applications, conversational
agents, open source software, sustainability and modeling for social good.
● Empirical studies of applying model-based engineering for domains
such as smart production, smart cities, smart enterprises, smart mobility,
smart society, etc.
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As in previous years, MODELS 2022 is offering two tracks for technical
papers: the Foundations Track and the Practice & Innovation Track. A
detailed description on the submission process for both tracks is provided
at: https://conf.researchr.org/track/models-2022/models-2022-technical-track
***** FOUNDATIONS TRACK *****
We invite authors to submit high quality contributions describing
significant, original, and unpublished results in the following
categories:
1. Technical Papers
Technical papers should describe innovative research in modeling or
model-driven engineering activities. Papers in this submission category
should describe a novel contribution to the field and should carefully
support claims of novelty with citations to the relevant literature.
Evaluation Criteria:
Technical papers are evaluated on the basis of originality, soundness,
relevance, importance of contribution, strength of validation, quality
of presentation and appropriate comparison to related work. Where a
submission builds upon previous work of the author(s), the novelty of
the new contribution must be described clearly with respect to the
previous work. Technical papers need to discuss clearly how the results
were validated (e.g., formal proofs, controlled experiments, rigorous
case studies, or simulations). Authors are strongly encouraged to make
the artifacts used for the evaluation publicly accessible, e.g., through
a Github repository or an alternative that is likely to remain
available. There will be an artifact evaluation process, as discussed
below.
2. New Ideas and Vision Papers
We solicit short papers that present new ideas and visions. Such papers
may describe new, non-conventional model-driven engineering research
positions or approaches that depart from standard practice. They can
describe well-defined research ideas that are at an early stage of
investigation. They could also provide new evidence that common wisdom
should be challenged, present new unifying theories about existing
modeling research that provides novel insight or that can lead to the
development of new technologies or approaches, or apply modeling
technology to radically new application areas.
Evaluation Criteria:
New ideas and vision papers will be assessed primarily on their level of
originality and potential for impact on the field in terms of promoting
innovative thinking. Hence, inadequacies in the state-of-the-art and the
pertinence, correctness, and impact of the idea/vision must be described
clearly, even though the new idea need not be fully worked out, and a
fully detailed roadmap need not be presented. Authors are strongly
encouraged
to make the artifacts used for the evaluation publicly accessible, e.g.,
through
a Github repository or an alternative that is likely to remain available.
There will be an artifact evaluation process, as discussed below.
***** PRACTICE AND INNOVATION TRACK*
The goal of the Practice and Innovation (P&I) Track is to fill the gap
between foundational research in model-based engineering (MBE) and
industrial needs. We invite authors from academia and/or industry to submit
original contributions reporting on the development of innovative MBE
solutions in industries, public sector, or open-source settings, as well as
innovative application of MBE in such contexts. Examples include:
● Scalable and cost-effective methodologies and tools
● Industrial case studies with valuable lessons learned
● Experience reports providing novel insights
Each paper should provide clear take-away value by describing the context
of a problem of practical importance, and the application of MBE that leads
to a solution. A non-exclusive list of topics of interest is provided here.
Evaluation Criteria:
A paper in the P&I Track will be evaluated mainly from its practical
take-away and the potential impact of the findings. More specifically,
● The paper should discuss why the solution to the problem is
innovative (e.g., in terms of advancing the state-of-practice), effective,
and/or efficient, and what likely practical impact it has or will have;
● The paper should provide a concise explanation of approaches,
techniques, methodologies and tools employed;
● The paper should explain best practices that emerged, tools
developed, and/or software processes involved.
● Studies reporting on negative findings must provide a thorough
discussion of the potential causes of failure, and ideally a perspective on
how to solve them.
● Authors are encouraged to make the artifacts publicly accessible,
e.g., through a Github repository or an alternative that is likely to
remain available. There will be an optional artifact evaluation process, as
discussed below.
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***** Artefact Evaluation*
After the notification, the authors of accepted papers will be invited to
submit their accompanying artifacts (e.g., software, datasets, proofs) to
the Artifact Evaluation track to be evaluated by the Artifact Evaluation
Committee. Participation in the Artifact Evaluation process is optional and
does not affect the final decision regarding the acceptance of papers.
Papers that successfully go through the Artifact Evaluation process will be
rewarded with a seal of approval included in the papers.
***** Special Issue in SoSyM*
Authors of best papers from the conference will be invited to revise and
submit extended versions of their papers for publication in the Journal of
Software and Systems Modeling.
Dr. Antonio Bucchiarone
Motivational Digital Systems (MoDiS)
Fondazione Bruno Kessler (FBK), Trento, Italy
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