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MUWS 2024 : MUWS 2024 - The 3rd International Workshop on Multimodal Human Understanding for the Web and Social Media

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Link: https://muws-workshop.github.io/
 
When Jun 10, 2024 - Jun 10, 2024
Where Phuket, Thailand
Submission Deadline Apr 7, 2024
Notification Due Apr 21, 2024
Final Version Due Apr 25, 2024
Categories    multimodal   natural language processing   human perception   web and social media
 

Call For Papers

Aim and Scope

Multimodal human understanding and analysis is an emerging research area that cuts through several disciplines like Computer Vision, Natural Language Processing (NLP), Speech Processing, Human-Computer Interaction, and Multimedia. Several multimodal learning techniques have recently shown the benefit of combining multiple modalities in image-text, audio-visual and video representation learning and various downstream multimodal tasks. At the core, these methods focus on modelling the modalities and their complex interactions by using large amounts of data, different loss functions and deep neural network architectures. However, for many Web and Social media applications, there is the need to model the human, including the understanding of human behaviour and perception. For this, it becomes important to consider interdisciplinary approaches, including social sciences, semiotics and psychology. The core is understanding various cross-modal relations, quantifying bias such as social biases, and the applicability of models to real-world problems. Interdisciplinary theories such as semiotics or gestalt psychology can provide additional insights and analysis on perceptual understanding through signs and symbols via multiple modalities. In general, these theories provide a compelling view of multimodality and perception that can further expand computational research and multimedia applications on the Web and Social media.

The theme of the MUWS workshop, multimodal human understanding, includes various interdisciplinary challenges related to social bias analyses, multimodal representation learning, detection of human impressions or sentiment, hate speech, sarcasm in multimodal data, multimodal rhetoric and semantics, and related topics. The MUWS workshop will be an interactive event and include keynotes by relevant experts, poster and demo sessions, research presentations and discussion.

Particular areas of interest include, but are not limited to:

- Modeling human impressions in the context of the Web and Social Media
- Cross-modal and semantic relations
- Incorporating multi-disciplinary theories such as Semiotics or Gestalt-Theory into multimodal analyses
- Measuring and analyzing biases such as cultural bias, social bias, multilingual bias, and related topics in the context of the Web and Social Media
- Multimodal human perception understanding
- Multimodal sentiment/emotion/sarcasm recognition
- Multimodal hate speech detection
- Multimodal misinformation detection
- Multimodal content understanding and analysis
- Multimodal rhetoric in online media


Submission Instructions

We welcome contributions from 4 pages (short papers) to 8 pages (long papers) that address the topics of interest. Papers should follow the ACM proceedings style. All submissions must be written in English and must be formatted according to the proceedings style. The workshop proceedings will be part of the ICMR Proceedings.

Submission Page: https://easychair.org/conferences/?conf=muws24


Important Dates

Submission deadline: April 7th, 2024
Paper notification: April 21st, 2024
Workshop date: June 10th, 2024

Organizing Committee

Marc A. Kastner, Kyoto University, Kyoto, Japan
Gullal S. Cheema, TIB - Leibniz Information Centre for Science and Technology, Hannover, Germany
Sherzod Hakimov, University of Potsdam, Potsdam, Germany
Noa Garcia, Osaka University, Osaka, Japan

Contact

All questions about the workshop should be emailed to: muws24 (at sign) easychair.org

Related Resources

ACM-Ei/Scopus-CCISS 2024   2024 International Conference on Computing, Information Science and System (CCISS 2024)
MTAP special issue 2024   Heritage Preservation in the Digital Age: Advances in machine learning, monomodal and multimodal processing, and human-machine interaction
ACM-Ei/Scopus-DMNLP 2024   2024 International Conference on Data Mining and Natural Language Processing (DMNLP 2024)
ML4CPS 2024   Machine Learning for Cyber-Physical Systems
ISEEIE 2024   2024 4th International Symposium on Electrical, Electronics and Information Engineering (ISEEIE 2024)
AI&S 2024   Call For Papers: Special issue of the Journal AI & Society - The Impact of Generative AI on Human Creativity
JARES 2024   International Journal of Advance Robotics & Expert Systems
ICoIV 2024   2024 International Conference on Intelligent Vehicles (ICoIV 2024)
IPPR 2024   10th International Conference on Image Processing and Pattern Recognition
ACM ICHMI 2024   ACM--2024 4th International Conference on Human–Machine Interaction (ICHMI 2024)