ArtifiAI for Aging Rehabilitation and Intelligent Assisted Living

This book constitutes the refereed proceedings of the 8th International Workshop on ArtifiAI for Aging Rehabilitation and Intelligent Assisted Living, ARIAL 2025, Held in Conjunction with IJCAI 2025, Montreal, QC, Canada, August 16-22, 2025, Proceedings.

The 10 full papers presented in this volume were carefully reviewed and selected from 14 submissions.

They are grouped into the following topics: Multimodal data collection; Telemedicine; Sensor-based remote monitoring; Privacy-preserving algorithms; and Generative AI in elderly care.

Inhalt

.- Early Prediction of Agitation in Community-Dwelling People with Dementia using Multimodal Sensors and Machine Learning: Benchmarking of State-of-the-Art Techniques.

.- Conversational AI for Cognitive, Emotional, and Social Engagement of Elderly Persons: A Large Language Model-Based Framework.

.- Dynamics of Affective States During Takeover Requests in Conditionally Automated Driving Among Older Adults with and without Cognitive Impairment.

.- Continuous Monitoring of Emotional Decline in Older Chinese Adults via Hierarchical Temporal Inference.

.- Rehabilitation Exercise Quality Assessment and Feedback Generation Using Large Language Models with Prompt Engineering.

.- Transforming Digital Reminder Systems for Dementia Care into Behavioral Anomaly Detectors: A Proof-of-Concept Using LSTM Autoencoders.

.- BabaSpeech: A Deep Learning-Based Translation of Sign Language into Lingala Text and Speech for Deaf-Mute Inclusivity.

.- Scene Invariant Cross Camera Anomaly Detection of Behaviours of Risk in People with Dementia.

.- Enhancing Diabetic Foot Ulcer Assessment through Fine-tuned Vision-Language Models.

.- Brain Imaging and Tissue Segmentation from Paired CT-MRI Labels for Cognitively Normal and Dementia Cohort.