CFP: 1st International Workshop on Wearable Devices and Brain-Computer Interfaces for User Modelling - WeBIUM@UMAP 2024
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Paolo Sorino
Apr 23, 2024, 1:43:18 PM4/23/24
to ai...@aixia.it
*** Apologies for cross postings ***
*WeBIUM Workshop @UMAP 2024 - Call For Papers - *** EXTENDED DEADLINE ***
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WeBIUM-2024: 1st International Workshop on Wearable Devices and Brain-Computer Interfaces for User Modelling
Held in conjunction with ACM UMAP 2024 - Cagliari, Italy.
Important dates:
May 8, 2024: notification to authors
May 16, 2024: camera-ready due
The workshop will be in person or hybrid.
Aim and Scope:
The 1st Workshop on Wearable Devices and Brain-Computer Interfaces for User Modelling (WeBIUM) is dedicated to exploring the comprehensive utilization of data derived from Wearable Devices (WDs) and Brain-Computer Interfaces (BCIs) to elevate the user experience
through enhanced user profiling and modelling. The primary objective is to catalyze research endeavours that leverage WDs and BCIs to obtain real-time biological data, thereby advancing the precision of user profiling. WeBIUM is committed to fostering innovations
in user modelling, aiming to improve user engagement and satisfaction by providing more accurate contextual and user information to personalization algorithms. This commitment aligns with the insights presented in the existing literature. WeBIUM endeavours
to facilitate meaningful discussions and knowledge exchange among researchers and practitioners on implementing solutions that harness WDs' and BCIs' data.
The workshop specifically aims to:
• Share cutting-edge research and methodologies encompassing new design technologies and evaluation approaches
• Identify and address forthcoming challenges in the interdisciplinary realm of WDs, BCIs, and AI
• Recognize emerging issues that warrant attention within the broader field
By providing a place for interdisciplinary collaboration, WeBIUM aspires to forge a community dedicated to leveraging WD and BCI data for user profiling. We encourage active participation from researchers and practitioners alike, fostering an environment conducive
to collaborative exploration and the exchange of innovative ideas.
Workshop Topics:
Topics of interest include, but are not limited to:
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Signal processing methods for wearable sensor data
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Machine and Deep learning algorithms for user behaviour analysis from WD and BCI data
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Real-time data processing challenges and solutions
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Security aspects of using WDs for personal and environmental data
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Advanced Feature Modeling Architectures for WDs and BCIs
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Model interpretability in WD and BCI applications
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Evaluation metrics tailored for predictive models in the context of WDs and BCIs
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Innovative methodologies for user studies in wearable technologies
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Ethical considerations in conducting user studies exploring WDs and BCIs
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User acceptance and adoption of WDs and BCIs
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Privacy concerns in collecting and analyzing WD and BCI data
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Security measures for protecting user data from Wearable Devices (WDs)
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Ethical implications of using WD and BCI data for personalized experiences
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Development of user models based on WD and BCI data
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Personalization strategies for improving user profiles
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Challenges in creating accurate and dynamic user profiles based on WDs and BCIs
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User modelling in immersive digital environments
Categories of Submissions:
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Long Research Papers: These are reserved for reports on mature original research results. The expected length of a long paper submission should be in the range of 8-13 pages of content, plus up to 3 pages for references.
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Short Research Papers: Authors may choose this category if they wish to report on smaller case studies or ongoing original research efforts. The expected length of a short paper submission should be in the range of 4-7 pages of content, plus up to 2 pages for references.
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Position Papers: These deal with novel unexplored research ideas or viewpoints which describe trends or fruitful starting points for future research and elicit discussion. The expected length of a position paper submission should be 2 pages of content, plus up to 2 pages for references.
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Demo Submissions – System Papers: Authors who wish to demonstrate their system may choose this category and provide a description of their system and demo. The expected length of a demo/system paper submission should be up to 5 pages of content, plus up to 2 pages for references.
Submissions:
Full papers: up to 14 pages, excluding references.
Short papers/Position papers/Demo papers: up to 7 pages excluding references.
Papers exceeding page limits or formatting guidelines will be returned without review.
Submissions should be single-blinded, i.e., authors' names should be included in the submissions.
Papers must be formatted according to the new workflow for ACM publications. The templates and instructions are available here:
https://authors.acm.org/proceedings/production-information/taps-production-workflow
All papers should be submitted in PDF format via the
easychair submission system, available here:
During the submission process select “1st Workshop on Wearable Devices and Brain-Computer Interfaces for User Modelling”.
An international panel of experts will review all submissions.
All WeBIUM 2024 accepted papers will be included in the official UMAP '24 proceedings. The official publication date is when the proceedings are made available in the ACM Digital Library (dl.acm.org). This date may be up to two weeks before the first day of
UMAP 2024.
All papers will be indexed by Scopus, Google Scholar, Thomson Reuters Conference Proceeding Citation Index, EI Compendex, and DBLP. The papers will contain linked references, XML versions and citable DOI numbers. You will be able to provide a hyperlink to all
delegates and direct your conference website visitors to your proceedings.
Workshop organizers:
Tommaso Colafiglio, Sapienza University of Rome, Italy, tommaso.c...@uniroma1.it
Tommaso Di Noia, Polytechnic University of Bari, tommaso...@poliba.it
Domenico Lofù, Polytechnic University of Bari, domeni...@poliba.it
Angela Lombardi, Polytechnic University of Bari, angela....@poliba.it
Fedelucio Narducci, Polytechnic University of Bari, fedelucio...@poliba.it
Paolo Sorino, Polytechnic University of Bari, Italy, paolo....@poliba.it
Eng. Paolo Sorino
Ph.D. Student
Information Systems Research Group
Department of Electrical & Information Engineering
Polytechnic University of Bari
Phone: +39 080 5963038
Address: Via Orabona 4, 70125 Bari (BA) Italy
E-Mail: paolo....@poliba.it
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