Small insects - big consequences
For even though it may seem insignificant to many of us if a small insect species disappears, it can potentially have major consequences for us in the long run.
For example, it can affect the pollination of agricultural areas and thus food production.
"One thing is to be concerned about a species going extinct. But if you do not have an overview of its biological network, you underestimate the consequences of the species' extinction," says Michael Ørsted.
Critical events
"Animals and plants interact in complex networks and support each other in important functions such as seed dispersal and pollination. When the climate changes and habitats disappear, these relationships can break. Our project aims to predict critical events and promote solutions to upcoming environmental problems," he explains.
AI used in new ways
Assistant professor Abdulkadir Çelikkanat has extensive experience in using machine learning to model complex networks and relational structures. In the project, graph machine learning and generative models will be used.
"In the project, I look forward to developing new AI models that go beyond just adapting existing methods from social networks to finance. As far as I know, this is the first time AI is being used to map complex biological systems, so it will be exciting," he emphasizes.
AI:EcoNet is one of five new so-called AI:X Labs started by Aalborg University to promote AI research.