User Modeling in Model-Driven Engineering: A Systematic Literature Review.

In software applications, user models can be used to specify the profile of the typical users of the application, including personality traits, preferences, skills, etc.In theory, this would enable an adaptive application behavior that could lead to a better user experience.Nevertheless, user models do not seem to be part of standard modeling languages nor common in current model-driven engineering (MDE) approaches.In this paper, we conduct a systematic literature review to analyze existing proposals for user modeling in MDE and identify their limitations.The results showcase that there is a lack of a unified and complete user modeling perspective.Instead, we observe a lot of fragmented and partial proposals considering only simple user dimensions and with lack of proper tool support.This limits the implementation of richer user interfaces able to better support the user-specific needs.Therefore, we hope this analysis triggers a discussion on the importance of user models and their inclusion in MDE pipelines.Especially in a context where, thanks to the rise of AI techniques, personalization, based on a rich number of user dimensions, is becoming more and more of a possibility.

Authors

Publication Details

Journal
The Journal of Object Technology
Published
2025-01-01
DOI
https://doi.org/10.5381/jot.2025.24.2.a12
Primary Topic
Persona Design and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

User Modeling in Model-Driven Engineering: A Systematic Literature Review.

Alfredo Capozucca, Jordi Cabot, Aaron Conrardy
The Journal of Object Technology
Persona Design and Applications
article

User Modeling in Model-Driven Engineering: A Systematic Literature Review.

Alfredo Capozucca, Jordi Cabot, Aaron Conrardy
article en

Abstract

In software applications, user models can be used to specify the profile of the typical users of the application, including personality traits, preferences, skills, etc.In theory, this would enable an adaptive application behavior that could lead to a better user experience.Nevertheless, user models do not seem to be part of standard modeling languages nor common in current model-driven engineering (MDE) approaches.In this paper, we conduct a systematic literature review to analyze existing proposals for user modeling in MDE and identify their limitations.The results showcase that there is a lack of a unified and complete user modeling perspective.Instead, we observe a lot of fragmented and partial proposals considering only simple user dimensions and with lack of proper tool support.This limits the implementation of richer user interfaces able to better support the user-specific needs.Therefore, we hope this analysis triggers a discussion on the importance of user models and their inclusion in MDE pipelines.Especially in a context where, thanks to the rise of AI techniques, personalization, based on a rich number of user dimensions, is becoming more and more of a possibility.

The Journal of Object TechnologyVol. 24(2)
Fonds National de la Recherche Luxembourg
Openalex Percentile: Top 88%
Persona Design and Applications
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