Four building blocks
Building of Knowledge Graphs
Process Model for Human-AI Teaming
Knowledge Graph Dynamics and Learning
Teaming Engine as Software Platform
Technologies
TEAMING.AI will develop a software platform for human-AI teaming. The main developed technologies are dedicated to the Knowledge Graph Engine, the TEAMING.AI Engine and mechanisms for exploiting the underlying knowledge graph for constraint checking and mining for recommendations, in a dynamic setting.
The conceptualisation of human-AI teaming by means of a knowledge graph for modelling teaming interdependencies, skills, tasks and workflows is at the heart of the project, complemented by rule-based techniques for checking consistency and more advanced relational machine learning techniques for on-going evaluation.
Model
Construction
Knowledge Graph Learning
Teaming Engine
Knowledge Graphs
Advanced techniques based on Knowledge graphs (KG) will be adopted as central component for knowledge representation together with business process modelling. Moreover, relational machine learning will be used for making this knowledge graph updatable in order to take also dynamic data at processing time from the user, the application and the environment into account.
