Senior Research Scientist
Enterprise Information System
Fraunhofer IAIS
Profiles: LinkedIn, Google Scholar, DBLP
Room 4.33.3
Zwickauer Str. 46, 01069 Dresden
Fraunhofer IAIS
galkin@cs.uni-bonn.de
Short CV
Michael is a senior research scientist at the Dresden branch of Fraunhofer IAIS and SDA where we build conversational AI platforms based on knowledge graphs. He obtained a double-degree PhD with magna cum laude at the University of Bonn (Germany) and ITMO University (Russia) in 2018 studying knowledge graphs, their data integration strategies and query optimization routines. At Fraunhofer IAIS he participated in many successful industrial implementations of knowledge graphs for various use-cases. Currently, he focuses on incorporating background knowledge in its graph representation into dialogue assistants.
His research interests include graphs and networks representations, knowledge-driven dialogue systems, NLP as well as semantic data integration, graph databases, and artificial intelligence in general.
Research Interests
- Knowledge Graphs
- Conversational AI and Dialogue Systems
- Semantic Data Management
- Artificial Intelligence
Projects
- SPEAKER
- ScaDS.AI
- Knowledge-Driven Dialogue System (KDDS)
- Past: IASIS, BigDataOcean, LinDA