AIxHMI 2022: Artificial Intelligence for Human Machine Interaction AIxIA 2022 Udine, Italy, November 28-December 2, 2022 |
Conference website | https://aixhmi.unimib.it/ |
Submission link | https://easychair.org/conferences/?conf=aixhmi2022 |
Abstract registration deadline | September 20, 2022 |
Submission deadline | October 7, 2022 |
First Workshop on Artificial Intelligence for Human Machine Interaction (AIxHMI 2022)
Deadline extended to October 7th, 2022.
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University of Udine, November 28th - December 2nd, 2022 – Co-located with AIxIA 2022 (https://aixia2022.uniud.it/)
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INVITED SPEAKERS
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- Marta Molinas, Department of Engineering Cybernetics, Faculty of Information Technology and Electrical Engineering, Norwegian University of Science and Technology (Norway).Talk:Evolution of EEG systems from high density to wearables: opportunities for expansion.
- Evangelos Niforatos, Department of Sustainable Design Engineering, Faculty of Industrial Design Engineering, TU Delft (Netherlands).Talk: Head-Mounted Displays and Physiological Sensing for Human-Machine Interaction.
- Christoph Guger, CEO & Founder of g.tec medical engineering GmbH (Austria).Talk: Current and future applications of brain-computer interfaces.
- Daniel Rodríguez-Martín, COO of Sense4care (Spain).Demo: STAT-ON: Monitoring mobility in Parkinson's Disease.
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AIMS AND SCOPE
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The Human Machine Interaction (HMI) field is particularly interested in providing a bidirectional way of communication between humans and machines.
The sought interaction is benefitting from the continuous advancement of technologies, which are designed to be centered on their users and thus with a human centered perspective. This is especially true when considering the recent advances in wearable sensing technology, whose main aim is to provide more flexible, comfortable and personalized wearable HMI systems, that could be accepted with more ease by their users and provide reliable data collection and feedback.
It is then necessary to question whether these technologies could be really up to this challenge, having that besides the technological concerns regarding the development and design of such sensors and devices, it is necessary to consider how the interaction could be effectively made. This could be also translated into understanding how Artificial Intelligence (AI) influences the HMI system development and what kind of challenges arise when having to face wearable devices and sensing technologies in real-time, instead of wired ones that are usually handled off-line.
Open challenges are present when considering the integration of heterogeneous data, especially the ones coming from multimodal sensing and the ones depending on the environment a HMI user lives in.
A key aspect may be also represented by the emotional involvement of the users when dealing with HMI systems, thus giving space to the field of affective computing. In fact, having machines that are able to adapt to the emotional states of their users may provide better communication between them. For example, being able to detect frustration could allow the re-modeling of a specific control system to the necessities of a single user.
This observation highlights the tendency towards human centered computing and sensing to provide a better user experience. It is again necessary to provide a good data quality, organization and management, considering that these data come from multiple sources.
Therefore, the AIxHMI workshop is opened to multidisciplinary contributions that pertain but that are not limited to the fields of HMI, BCI, control systems, wearable sensing and devices, affective computing, human centered sensing and computing, human factors and ergonomics, user experience, interface and sensor design, and ethics and security in AI, having that the AI is a transversal discipline that influences all these aspects.
The AIxHMI workshop welcomes submissions including, but not limited to:
- Affective computing
- Artificial intelligence
- Brain computer interface
- Control devices
- Ergonomics
- Ethics in artificial intelligence
- Human centered computing
- Human centered sensing
- Human machine interaction
- Interfaces
- Multimodal machine learning (sensors, information, environment)
- Sensors
- User experience
- Wearable sensing
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PAPER SUBMISSION
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The workshop invites two types of submissions:
- Position papers (6 pages plus bibliography).
- Regular papers (12 pages plus bibliography).
All papers will be peer-reviewed (single-blind) by the program committee members and their camera ready versions will be included in the conference proceedings published on CEUR in the AI*IA Series (Scopus indexed).
Notice that papers with less than 25000 characters will be considered as short papers in the CEUR proceedings.
Manuscripts should be formatted using the 1-column CEUR-ART Style, which is available as:
- a volume template.
- an Overleaf template.
- a LaTeX and DOCX offline template.
Papers submission is electronic through EasyChair, at the link:https://easychair.org/conferences/?conf=aixhmi2022
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IMPORTANT DATES
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Abstract submission deadline: September 20th, 2022.
Paper submission deadline: September 30th, 2022, October 7th, 2022.
Notification of acceptance: October 30th, 2022.
Camera ready submission: November 21st, 2022.
Workshop day: November 28th - December 2nd, 2022.
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ATTENDING
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The conference will be in presence.
For more details and for registration and fees please refer to the conference webpage: https://aixia2022.uniud.it/.
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