Towards an Ontological Framework for Validity Frames

Rakshit Mittal; Raheleh Eslampanah; Lucas Lima; Hans Vangheluwe; Dominique Blouin

doi:10.1109/MODELS-C59198.2023.00128

Towards an Ontological Framework for Validity Frames

Rakshit Mittal
, Raheleh Eslampanah
, Lucas Lima
, Hans Vangheluwe
, Dominique Blouin

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

A Validity Frame captures the set of contexts in which a model (and its analysis, often by means of simulation) of a system is able to replace that system with respect to questions about a set of salient properties of interest. Even though the utility of validity frames has been reported in current literature, there does not exist any precise and general definition of the concept. This paper presents our on-going development of a framework for designing and using validity frames. This framework both uses and supports model management. We have developed an ontology in order to precisely define the concepts of the model validity domain. The framework currently consists of ontological definitions integrated in a workflow model that describes a general experiment, validation experiments, and the construction of validity frames. A simple resistor model validation case-study is used as running example to describe the concepts. The validity frames of different resistor models are computed. How to use the framework in different scenarios is sketched.

Original language	English
Title of host publication	Proceedings - 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, MODELS-C 2023
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	801-805
Number of pages	5
ISBN (Electronic)	9798350324983
DOIs	https://doi.org/10.1109/MODELS-C59198.2023.00128
Publication status	Published - 1 Jan 2023
Event	2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS-C 2023 - Vasteras, Sweden Duration: 1 Oct 2023 → 6 Oct 2023

Publication series

Name	Proceedings - 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, MODELS-C 2023

Conference

Conference	2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS-C 2023
Country/Territory	Sweden
City	Vasteras
Period	1/10/23 → 6/10/23

Keywords

experimental frame
modeling
ontology
validation
validity frame

Access to Document

10.1109/MODELS-C59198.2023.00128

Cite this

Mittal, R., Eslampanah, R., Lima, L., Vangheluwe, H., & Blouin, D. (2023). Towards an Ontological Framework for Validity Frames. In Proceedings - 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, MODELS-C 2023 (pp. 801-805). (Proceedings - 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, MODELS-C 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/MODELS-C59198.2023.00128

Mittal, Rakshit ; Eslampanah, Raheleh ; Lima, Lucas et al. / Towards an Ontological Framework for Validity Frames. Proceedings - 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, MODELS-C 2023. Institute of Electrical and Electronics Engineers Inc., 2023. pp. 801-805 (Proceedings - 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, MODELS-C 2023).

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abstract = "A Validity Frame captures the set of contexts in which a model (and its analysis, often by means of simulation) of a system is able to replace that system with respect to questions about a set of salient properties of interest. Even though the utility of validity frames has been reported in current literature, there does not exist any precise and general definition of the concept. This paper presents our on-going development of a framework for designing and using validity frames. This framework both uses and supports model management. We have developed an ontology in order to precisely define the concepts of the model validity domain. The framework currently consists of ontological definitions integrated in a workflow model that describes a general experiment, validation experiments, and the construction of validity frames. A simple resistor model validation case-study is used as running example to describe the concepts. The validity frames of different resistor models are computed. How to use the framework in different scenarios is sketched.",

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Mittal, R, Eslampanah, R, Lima, L, Vangheluwe, H & Blouin, D 2023, Towards an Ontological Framework for Validity Frames. in Proceedings - 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, MODELS-C 2023. Proceedings - 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, MODELS-C 2023, Institute of Electrical and Electronics Engineers Inc., pp. 801-805, 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, MODELS-C 2023, Vasteras, Sweden, 1/10/23. https://doi.org/10.1109/MODELS-C59198.2023.00128

Towards an Ontological Framework for Validity Frames. / Mittal, Rakshit; Eslampanah, Raheleh; Lima, Lucas et al.
Proceedings - 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, MODELS-C 2023. Institute of Electrical and Electronics Engineers Inc., 2023. p. 801-805 (Proceedings - 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, MODELS-C 2023).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Vangheluwe, Hans

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PY - 2023/1/1

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N2 - A Validity Frame captures the set of contexts in which a model (and its analysis, often by means of simulation) of a system is able to replace that system with respect to questions about a set of salient properties of interest. Even though the utility of validity frames has been reported in current literature, there does not exist any precise and general definition of the concept. This paper presents our on-going development of a framework for designing and using validity frames. This framework both uses and supports model management. We have developed an ontology in order to precisely define the concepts of the model validity domain. The framework currently consists of ontological definitions integrated in a workflow model that describes a general experiment, validation experiments, and the construction of validity frames. A simple resistor model validation case-study is used as running example to describe the concepts. The validity frames of different resistor models are computed. How to use the framework in different scenarios is sketched.

AB - A Validity Frame captures the set of contexts in which a model (and its analysis, often by means of simulation) of a system is able to replace that system with respect to questions about a set of salient properties of interest. Even though the utility of validity frames has been reported in current literature, there does not exist any precise and general definition of the concept. This paper presents our on-going development of a framework for designing and using validity frames. This framework both uses and supports model management. We have developed an ontology in order to precisely define the concepts of the model validity domain. The framework currently consists of ontological definitions integrated in a workflow model that describes a general experiment, validation experiments, and the construction of validity frames. A simple resistor model validation case-study is used as running example to describe the concepts. The validity frames of different resistor models are computed. How to use the framework in different scenarios is sketched.

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BT - Proceedings - 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, MODELS-C 2023

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Y2 - 1 October 2023 through 6 October 2023

ER -

Mittal R, Eslampanah R, Lima L, Vangheluwe H, Blouin D. Towards an Ontological Framework for Validity Frames. In Proceedings - 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, MODELS-C 2023. Institute of Electrical and Electronics Engineers Inc. 2023. p. 801-805. (Proceedings - 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, MODELS-C 2023). doi: 10.1109/MODELS-C59198.2023.00128

Towards an Ontological Framework for Validity Frames

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