Human-AI collaboration spans several domains, requiring us to rethink design principles to accommodate user-centred AI. This demands robust theoretical foundations, innovative methodologies, and practical solutions to ensure AI can act as a reliable, transparent, and ethical partner to human users. The targets of this symposium lie at the intersection of human cognition, ethical considerations, and technological advancement. The symposium emphasizes explainable AI, human-in-the-loop approaches, and immersive environments like virtual and augmented reality to enhance interpretability and collaboration in AI systems. Applications include the fields of healthcare, education and creative industries, where AI-driven insights are increasingly impactful but must be used judiciously and responsibly. This symposium aims to foster practical insights and skills for building ethical, effective, and user-centred AI systems. The focus is on methods for harnessing the diversity of human cognitive abilities and varied AI models to create more adaptable and effective hybrid intelligent systems. The symposium addresses the challenges of integrating diverse human inputs and perspectives while discussing ethical considerations and strategies for designing inclusive, user-centred AI solutions. Attendees will benefit from discussions, hands-on workshops and interdisciplinary exchanges, supporting the development of AI functions to enhance human expertise and decision-making across different sectors.
Topics
The symposium will cover a range of theoretical, methodological, and applied aspects of human-AI collabo- ration, including but not limited to:
Human-AI design principles, and societal implications of AI collaborative agents
Methodological advances in Interpretability and explainability in AI systems, Human-in-the-loop ap- proaches, User modelling, personalisation strategies, and adaptation in collaborative AI
LLMs, NLP, VR/AR, and neuro-symbolic AI for enhanced collaboration
Applications in healthcare, education, creative and social fields, and human augmentation
Ethical and social considerations
Cognitive and behavioural science perspectives
Format
The symposium will engage attendees through a variety of sessions designed to encourage both learning and dialogue. Sessions will include invited speakers, oral and poster presentations, tutorials, interactive workshops, and panel discussions.
Submission
Contributions can be research papers (up to 8 pages) or abstracts (2 pages or 500 words).
Submission should be made through AAAI Official EasyChair Site. Papers will be included in the AAAI Proceedings (Scopus indexed).
Authors should follow formatting guidelines in the AAAI-24 Author Kit. All submissions undergo a peer review, must be anonymised, and should not have been published or under review elsewhere.
Submissions must be made through EasyChair. Please select “Human-AI collaboration“.