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Emotion-Driven Adaptation of Software Applications using User Requirements Notation Models

Published: 07 August 2024 Publication History

Abstract

Software applications aim to deliver intuitive user experiences that maximize adoption and effectiveness. However, accommodating individual differences poses challenges for universally accessible interface design. This paper proposes an emotion-driven adaptation approach to develop Adaptive user interface applications (AUIs) using User Requirements Notation (URN) Models. The approach focuses on eliciting emotional requirements, designing alternative adaptation strategies, and implementing dynamic UI adaptations based on user emotions. During the requirements phase, user emotional goals are elicited to construct emotion-aware goal models using Goal-oriented Requirements Language (GRL). These models are subsequently analyzed to inform the development of adaptation strategies for the interface at runtime, which are triggered by transitions in emotional states. Specifically, User Case Maps (UCMs) capture adaptive strategies that are enacted according to users' emotions inferred through interaction monitoring. The technique provides a flexible, requirements-driven methodology applicable across domains like healthcare, education, or finance that demands accommodating diverse individual differences and delivering optimized user experiences.

References

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J. A. Galindo, S. Dupuy-Chessa, and É. Céret, "Toward a generic architecture for UI adaptation to emotions," in Proceedings of the 29th Conference on l'Interaction Homme-Machine, in IHM '17. New York, NY, USA: Association for Computing Machinery, Aug. 2017, pp. 263--272.
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J. A. Galindo, S. Dupuy-Chessa, N. Mandran, and E. Céret, "Using user emotions to trigger UI adaptation," in 2018 12th International Conference on Research Challenges in Information Science (RCIS), IEEE, 2018, pp. 1--11.
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Wasura. D. Wattearachchi, K. P. Hewagamage, and E. Hettiarachchi, "A Framework to Decide Adaptive Functionalities by Considering User Emotions and the Context," in 2020 20th International Conference on Advances in ICT for Emerging Regions (ICTer), Nov. 2020, pp. 178--183.
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M. Alipour, M. T. Moghaddam, K. Vaidhyanathan, and M. B. Kjærgaard, "Emoticontrol: Emotions-based Control of User-Interfaces Adaptations," Proc. ACM Hum.-Comput. Interact., vol. 7, no. EICS, p. 175:1--175:29, Jun. 2023
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M. N. Alkhomsan, M. Baslyman, and M. Alshayeb, "Modeling and Analysis of Emotion-Oriented Goal Models: Virtual Clinics Case Study," presented at the REFrame'23 - First International Workshop on Requirements Engineering Frameworks at REFSQ 2023, Barcelona, Spain: CEUR Workshop Proceedings, Apr. 2023.
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cover image ACM Conferences
MO2RE 2024: Proceedings of the 1st IEEE/ACM Workshop on Multi-disciplinary, Open, and RElevant Requirements Engineering
April 2024
46 pages
ISBN:9798400705694
DOI:10.1145/3643666
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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  • Faculty of Engineering of University of Porto

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Association for Computing Machinery

New York, NY, United States

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Published: 07 August 2024

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Author Tags

  1. emotions
  2. adaptive user interfaces
  3. goal modeling
  4. UCM
  5. GRL
  6. self-adaptive systems

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