Proceedings of the FIREtalk Conference - Research on FIRE! (research-on-fire 2025)

FIREtalk Conference - Research on FIRE! (research-on-fire 2025)

📍Mannheim, Germany🗓️ 26-28 August 2025

Session: IT and Engineering

6 articles
Proceedings Article

From Code to Consent: Legal Validity of Machine-Made Declarations in International Trade

Kerstin Kern
The use of artificial intelligence (AI) in supply chain management holds great potential for savings, as processes can be designed very efficiently without human intervention. However, the use of AI in cross-border trade requires that contractual declarations issued by the AI are legally valid. Unharmonized...
Proceedings Article

A Systematic Review of Gamified Augmented Reality Interventions to Enhance Engagement for Children with Autism Spectrum Disorder

Angel Gabriel Meela, Deogratias Shidende, Bonny Mgawe, Judith Leo, Sabine Moebs
Autism Spectrum Disorder (ASD) offers a significant challenge in social communication, sustained attention, and motivation, often limiting the ability of children to engage in activities essential for their development. This systematic literature review investigates the potential of combining gamification...
Proceedings Article

An Intelligent Prediction Tool for Infectious Diseases’ Outbreaks Using Machine Learning, Climate Data and Indigenous Knowledge

Paulina Phoobane, Muthoni Masinde
Substantial evidence suggests that climate change significantly contributes to the global rise in infectious disease outbreaks. Advances in Artificial Intelligence (AI) and big climate data have enhanced the accuracy of medical and climate analysis, supporting accurate prediction of climate-related diseases....
Proceedings Article

Late Fusion-Based Multimodal Machine Learning for Driver Fatigue Detection in Emergency Response Driving Scenarios

Zulfa Sammadile, Deogratias Shidende, Bonny Mgawe, Sabine Moebs
Globally, road accidents are among the leading causes of death and injury, with driver fatigue being one of the main contributors. Driver fatigue is especially critical in emergency response driving, where factors such as long and overnight shifts are common. This study presents a multimodal driver fatigue...
Proceedings Article

Go ahead to Sustainable Interactive Systems

Practical Implementation and Evaluation the Elements of Green Coding and Resource-saving Design on an Existing Web Page

Simon Sigl, Mattis Willy Karg, Thorsten Licht, Jonas Herreiner, Olga Lange
This publication introduced the practical elaboration to Sustainable Interactive Systems. Due to the constantly growing energy consumption of digital applications and their contribution to global COâ‚‚ emissions, the sustainable design of web pages represents a major challenge and great possibilities. ...
Proceedings Article

Federated AI for Mental Health: A Privacy-Preserving GAN-LLM Framework for Risk Prediction and Early Detection

N. P. Thothela, A. Bagula
Mental health disorders affect nearly 30% of South Africa’s population, yet access to adequate care remains significantly limited due to socioeconomic barriers, stigma, and resource shortages. This study presents Federated GANS-LLM, a novel hybrid framework that combines federated learning (FL), generative...