Towards a unified user modeling language for engineering human centered AI systems
Fuente:
arXiv
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| Auteurs principaux: | , , |
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| Format: | Preprint |
| Publié: |
2025
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| _version_ | 1866918040124260352 |
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| author | Conrardy, Aaron Capozucca, Alfredo Cabot, Jordi |
| author_facet | Conrardy, Aaron Capozucca, Alfredo Cabot, Jordi |
| contents | In today's digital society, personalization has become a crucial aspect of software applications, significantly impacting user experience and engagement. A new wave of intelligent user interfaces, such as AI-based conversational agents, has the potential to enable such personalization beyond what other types of interfaces could offer in the past. Personalization requires the ability to specify a complete user profile, covering as many dimensions as possible, such as potential accessibility constraints, interaction preferences, and even hobbies. In this sense, this paper presents the concepts of a unified user modeling language, aimed to combine previous approaches in a single proposal. Additionally, a proof of concept has been developed that leverages user profiles modeled using our language to automatically adapt a conversational agent. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2505_24697 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Towards a unified user modeling language for engineering human centered AI systems Conrardy, Aaron Capozucca, Alfredo Cabot, Jordi Software Engineering In today's digital society, personalization has become a crucial aspect of software applications, significantly impacting user experience and engagement. A new wave of intelligent user interfaces, such as AI-based conversational agents, has the potential to enable such personalization beyond what other types of interfaces could offer in the past. Personalization requires the ability to specify a complete user profile, covering as many dimensions as possible, such as potential accessibility constraints, interaction preferences, and even hobbies. In this sense, this paper presents the concepts of a unified user modeling language, aimed to combine previous approaches in a single proposal. Additionally, a proof of concept has been developed that leverages user profiles modeled using our language to automatically adapt a conversational agent. |
| title | Towards a unified user modeling language for engineering human centered AI systems |
| topic | Software Engineering |
| url | https://arxiv.org/abs/2505.24697 |