Jens Lehmann (born 29 March 1982) is a computer scientist who works with knowledge graphs and artificial intelligence. He is a principal scientist at Amazon, an honorary professor at TU Dresden,[1] and a fellow of the European Laboratory for Learning and Intelligent Systems.[2] He was formerly a full professor at the University of Bonn, Germany and lead scientist for Conversational AI and Knowledge Graphs at Fraunhofer IAIS.
 | This article may require copy editing for grammar, style, cohesion, tone, or spelling. (November 2023) |
Jens Lehmann | |
|---|---|
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| Born | 29 March 1982 |
| Nationality | German |
| Scientific career | |
| Fields | Knowledge Graphs, Conversational AI, Large-scale Data Analytics (Big Data), Relational Learning |
| Institutions | University of Bonn, University of Leipzig, University of Oxford, Fraunhofer IAIS, Institute for Applied Informatics (InfAI) |
| Website | jens-lehmann |
Research
In 2007, Lehmann co-founded the DBpedia knowledge graph project.[3][4][5]
Lehmann also works on Symbolic Artificial Intelligence, specifically as it pertains to learning concepts in Description Logics (DLs)[6] as well as Web Ontology Language class expressions.[7][8]
Within the field of Question Answering, he developed approaches to transform natural language questions into queries against a knowledge graph.[9] He investigates representation learning approaches for knowledge graphs and their application in downstream machine learning tasks.[10][11]
Within the scope of the Center for Explainable and Efficient AI Technologies CEE AI,[12][13] a collaboration between the Fraunhofer Society and Technische Universität Dresden, Jens Lehmann was coordinating the Fraunhofer IAIS Dresden lab with a main focus on Conversational Artificial Intelligence.[14]
Recent projects include a demonstrator presented at Hannover fair 2019[15] in a collaboration between the Fraunhofer Cluster of Excellence Cognitive Internet Technologies, Volkswagen and the Fraunhofer Institute for Integrated Circuits IIS,[16] and the SPEAKER project towards an AI platform for business-to-business speech assistants.[17]
Education and career
Lehmann graduated with a master's degree in Computer Science from the Technical University of Dresden and the University of Bristol in 2006. He then obtained a doctoral degree (Dr. rer. nat) with grade summa cum laude at the Leipzig University in 2010[18] and was a research visitor at the University of Oxford. In 2013, he became a leader of the Agile Knowledge Engineering and Semantic Web research group (AKSW) at the Leipzig University. Subsequently, he was appointed as professor at University of Bonn and Fraunhofer IAIS in 2015. Since 2016, he is leading the Smart Data Analytics Research Group involving researchers from the University of Bonn, Fraunhofer IAIS, the Institute of Applied Informatics co-affiliation with the University of Leipzig and TU Dresden. In 2019, he started the Fraunhofer IAIS Dresden lab.
In 2022, he moved to Amazon as principal scientist and was awarded honorary professor at TU Dresden.
Awards
The impact of his research has been awarded in different ways by the community. He received the 10 Year SWSA Award[19] for his work on DBpedia together with other co-founders that was published at the International Semantic Web Conference, the Semantic Web Journal outstanding paper Award,[20] ESWC 7-Year Most Influential Paper Award, Outstanding Paper Award Winner at the Literati Network Awards for Excellence 2013, the ISWC 2011 Best Research Paper Award, and the Journal of Web Semantics Most Cited Paper Award 2006–2010. He also received a 10-year award [21] for his work on LinkedGeoData.
For his early work on learning concepts in description logics, he received the Best Student Paper Award [22] at the International Conference on Inductive Logic Programming (ILP) 2007.
References
External links
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