Objective
Future vehicle systems will only enhance safety if they are trusted, understood, and appropriately used by drivers. Yet, advanced driver assistance and automation technologies are often avoided, misunderstood, or misused due to limited system transparency or insufficient knowledge.
AutHUMate addresses these challenges by developing an adaptive, self-learning Human–Technology Interaction (HTI) strategy built on a closed sensing–action–learning loop. Therefore in-cabin and contextual data are combined into a driver-in-context model that interprets driver readiness relative to the environment. Based on this, the system adapts what, when, and how to communicate through multimodal interfaces. Each interaction feeds back into the loop, customising support, preventing mode confusion, and balancing trust to avoid both underuse and overreliance.
To foster appropriate use, AutHUMate pursues a dual training approach: (1) static, game-based learning to build baseline understanding, and (2) dynamic, in-car gamification that adapts in real time to underuse or overuse. User-centeredness is ensured through a Societal Readiness Assessment (SRA) framework with its modular mixed-methods toolkit that integrates quantitative metrics on i.e. trust and acceptance, qualitative feedback on e.g. fairness and clarity, and participatory formats such as co-creation workshops and expert dialogues. Validation is carried out in both high-fidelity simulators and real traffic environments, involving diverse user groups, such as young, elderly, and professional drivers.
Fields of science (EuroSciVoc)
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
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Keywords
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Programme(s)
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
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HORIZON.2.5 - Climate, Energy and Mobility
MAIN PROGRAMME
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Topic(s)
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Funding Scheme
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
HORIZON-IA - HORIZON Innovation Actions
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Call for proposal
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
(opens in new window) HORIZON-CL5-2025-04
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Net EU financial contribution. The sum of money that the participant receives, deducted by the EU contribution to its linked third party. It considers the distribution of the EU financial contribution between direct beneficiaries of the project and other types of participants, like third-party participants.
52062 Aachen
Germany
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Participants (13)
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501 15 Boras
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4365 ESCH-SUR-ALZETTE
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1541 LUXEMBOURG
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The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.
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1080 Bruxelles / Brussel
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The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.
The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.
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413 27 GOTEBORG
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The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.
The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.
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51147 KOLN
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151 87 Sodertalje
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2628 CN DELFT
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08028 BARCELONA
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36400 PORRINO PONTEVEDRA
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10043 ORBASSANO
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Legal entity other than a subcontractor which is affiliated or legally linked to a participant. The entity carries out work under the conditions laid down in the Grant Agreement, supplies goods or provides services for the action, but did not sign the Grant Agreement. A third party abides by the rules applicable to its related participant under the Grant Agreement with regard to eligibility of costs and control of expenditure.
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78300 Poissy
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Legal entity other than a subcontractor which is affiliated or legally linked to a participant. The entity carries out work under the conditions laid down in the Grant Agreement, supplies goods or provides services for the action, but did not sign the Grant Agreement. A third party abides by the rules applicable to its related participant under the Grant Agreement with regard to eligibility of costs and control of expenditure.
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10135 TORINO
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