{"id":4881,"date":"2023-05-18T20:48:52","date_gmt":"2023-05-18T18:48:52","guid":{"rendered":"https:\/\/blogs.uned.es\/adenu\/?post_type=portfolio&p=4881"},"modified":"2024-02-01T17:19:45","modified_gmt":"2024-02-01T16:19:45","slug":"humanaid","status":"publish","type":"portfolio","link":"https:\/\/blogs.uned.es\/adenu\/portfolio\/humanaid\/","title":{"rendered":"HUManAID-Sens"},"content":{"rendered":"\t\t
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\r\n\t\t\t\r\n\t\t\t HUManAID-Sens: HUMan-centered Assisted Intelligent Dynamic systems with SENSing technologies<\/span>\r\n\t\t\t\r\n\t\t\t\t\t<\/h5>\r\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tDESCRIPTION <\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tLATEST NEWS<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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Motivation<\/h3>

Previous research has proven the impact that the human factor has on intelligent environments, where<\/span> there is a challenging gap between what is provided by an intelligent system and what is really needed<\/span> to support both full autonomous functioning within t<\/span>he given context and<\/span> better catering for the user<\/span> needs<\/span><\/strong>. However, despite the clear benefits, personalized systems are still scarce in<\/span> real<\/span>–<\/span>world <\/span>applications<\/span><\/strong>, mainly because of the level of difficulty associated with providing this type of support.<\/span><\/span>
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Project target<\/h3>

In HU<\/span>ManAID project, we try to fill this gap by building a framework that supports the development<\/span> of adaptive systems,<\/span> adopting a user<\/span>–<\/span>centered design<\/span><\/strong>. To this end, we gather the wide expertise of the <\/span>4 subgroups that conform the project in different applicati<\/span>on areas,<\/span> to<\/span> bring it together under the<\/span> construction of a<\/span> Digital and Ecological<\/span> Transition<\/span> based on Automation (DETA)<\/span> framework that<\/span> facilitates the development of<\/span> systems that behave according to the<\/span> evolving<\/span> needs of<\/span> users and<\/span> their<\/span> traits<\/span><\/strong>. To tackle t<\/span>his gap and progress on the level of autonomy and performance of these intelligent<\/span> systems<\/span>,<\/span> this project focuses on developing a common ground of<\/span> digital<\/span><\/strong> user<\/span>–<\/span>centric intelligent<\/span> technologies that combine inter<\/span>–<\/span>subject and intra<\/span>–<\/span>subject approaches within highly sensed scenarios that <\/span>consider<\/span> ecological<\/strong> needs<\/strong><\/span>. The purpose here is to understand and detect user and system needs in an <\/span>innovative collaborative w<\/span>ay user<\/span>–<\/span>system\/system<\/span>–<\/span>user using the minimum<\/span> electronic and computational<\/span> resources<\/span> so that the user increases<\/span> his\/her<\/span> performance and satisfaction along with the system<\/span>,<\/span> which<\/span> in turn<\/span> increases its level of autonomous functioning and adequacy to cater for<\/span> the user and the context <\/span>changing needs within the given situation.<\/span><\/span><\/p>

In this way, through the proposed DETA framework,<\/span> the project covers several key issues related <\/span><\/strong>to the digital<\/span> and ecological<\/span> transition<\/span><\/strong>:<\/span><\/p>

  1. Go beyond ad<\/span>–<\/span>hoc personalization in domain independent <\/span><\/span>interactive systems so<\/span> both users\u2019 performance and trust are improved<\/span>; <\/span><\/span><\/li>
  2. Carefully define how to <\/span><\/span>develop the<\/span> sensing<\/span> and acting<\/span> infrastructure<\/span> so that ecological considerations, related to low <\/span><\/span>in<\/span>trusiveness approaches, are taken into account and thus make the systems really<\/span> applicable in real <\/span><\/span>world environments<\/span>; <\/span><\/span><\/li>
  3. Address the gap between building general models<\/span>,<\/span> that cannot support <\/span><\/span>personalization<\/span>,<\/span> and individual models that are not able to gener<\/span>alize<\/span>,<\/span> using semi<\/span>–<\/span>supervised learning <\/span><\/span>techniques, which also contribute to produce<\/span> digital<\/span> solutions that are ready to be<\/span> used in the real world, <\/span><\/span>and not just in the laboratory<\/span>, as typically happens with adaptive systems<\/span>;<\/span>\u00a0<\/span><\/li>
  4. Develop procedures and <\/span><\/span>tools<\/span> th<\/span>at<\/span> ensure<\/span>s<\/span> fairness,<\/span> accountability,<\/span> transparency,<\/span> gender<\/span> considerations<\/span> and<\/span> inclusion <\/span><\/span>supporting<\/span> privacy<\/span> and ethical standards<\/span> throughout<\/span> project developments and dissemination <\/span><\/span>activities<\/span>.<\/span><\/span><\/span><\/span><\/li><\/ol><\/blockquote>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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    RESEARCHERS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    Olga C. Santos<\/h2><\/a>

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    Jes\u00fas G. Boticario<\/h2><\/a>

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    Ra\u00fal Cabestrero<\/h2><\/a>

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    Pilar Quir\u00f3s Exp\u00f3sito<\/h2><\/a>

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    Antonio Rodr\u00edguez Anaya<\/h2><\/a>

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    Angeles Manjarr\u00e9s<\/h2>

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    Raquel Horta Bartomeu<\/h2>

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    Jose Mar\u00eda Alcaraz Calero<\/h2>

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    Jon Echeverria San Mill\u00e1n<\/h2>

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    Alberto Casas Ort\u00edz<\/h2>

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    David Puertas Ram\u00edrez<\/h2>

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    Miguel Portaz<\/h2>

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