Adaptive Multimodal and Multisensory Empathic Technologies for Enhanced Human Communication
Roxana Girju

TL;DR
This paper advocates for developing adaptive, multimodal empathic AI interfaces that incorporate human perceptual senses to improve digital communication, emphasizing a principled design framework and future research directions.
Contribution
It proposes a human-centered, perceptually aware framework for designing empathic AI communication tools, highlighting challenges and future research avenues.
Findings
Identifies the importance of multisensory integration in empathic AI
Highlights challenges in designing culturally sensitive AI interfaces
Suggests a framework for incorporating human perceptual needs
Abstract
As digital social platforms and mobile technologies are becoming more prevalent and robust, the use of Artificial Intelligence (AI) in facilitating human communication will grow. This, in turn, will pave the way for the development of intuitive, adaptive, and effective empathic AI interfaces that better address the needs of socially and culturally diverse communities. I believe such developments must consider a principled framework that includes the human perceptual senses in the digital design process right from the start, for a more accurate, as well as a more aesthetic, memorable, and soothing experience. In this position paper, I suggest features, identify some challenges that need to be addressed in the process, and propose some future research directions that I think should be part of the design and implementation. Such an approach will allow various communities of practice to…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAnimal and Plant Science Education · Empathy and Medical Education · Cultural Differences and Values
