# Michael Färber

> AI professor and philosopher at TUD & ScaDS.AI

**Wikidata**: [Q57231890](https://www.wikidata.org/wiki/Q57231890)  
**Source**: https://4ort.xyz/entity/michael-farber

## Summary
Michael Färber is a German AI professor and philosopher currently serving as a full professor at TUD Dresden University of Technology and ScaDS Dresden/Leipzig. He is recognized for his extensive work in computer science, specializing in areas such as machine learning, natural language processing, and knowledge graphs.

## Biography
-   **Born**: 1987 in Germany
-   **Nationality**: Germany
-   **Education**:
    -   Doktoringenieur, Karlsruhe Institute of Technology (2012-04-16 to 2017-02-28)
    -   Diplom (computer science), Ulm University (2006-10-01 to 2011-05-31)
    -   Bachelor of Arts (philosophy), Ulm University (2008-04-01 to 2012-03-05)
-   **Known for**: Research and contributions in Semantic Web, machine learning, natural language processing, and knowledge graphs.
-   **Employer(s)**:
    -   TUD Dresden University of Technology (from 2024-04-01)
    -   ScaDS Dresden/Leipzig (from 2024-04-01)
    -   Karlsruhe Institute of Technology (2019-04-15 to 2024-03-31)
    -   University of Freiburg (2017-04-01 to 2019-03-31)
    -   Kyoto University (2017-10-01 to 2018-09-30)
    -   Karlsruhe Institute of Technology (2012-04-16 to 2017-02-28)
-   **Field(s)**: Semantic Web, scientometrics, machine learning, natural language processing, knowledge graph, recommender system, large language model

## Contributions
Michael Färber has made significant contributions to the fields of computer science and AI, particularly through his work on knowledge representation and data analysis. His notable works include the "Microsoft Academic Knowledge Graph," a project that involved organizing and making academic data accessible, where he was associated with the University of Freiburg. He also contributed to "SemOpenAlex: The Scientific Landscape in 26 Billion RDF Triples," demonstrating his expertise in creating large-scale semantic datasets for scientific research. Furthermore, his research on "Linked data quality of DBpedia, Freebase, OpenCyc, Wikidata, and YAGO" highlights his focus on the reliability and structure of linked data. His work spans key areas such as machine learning, natural language processing, and scientometrics, applying these techniques to enhance the understanding and analysis of scientific, technological, and innovation data. As a full professor, he leads research and education in these advanced computing domains.

## FAQs
### Q: What is Michael Färber's current professional affiliation?
A: Michael Färber is currently a full professor at TUD Dresden University of Technology and is also affiliated with ScaDS Dresden/Leipzig, a competence center for collaborative big data research.

### Q: What are Michael Färber's primary areas of research?
A: His primary research interests include Semantic Web, scientometrics, machine learning, natural language processing, knowledge graphs, recommender systems, and large language models.

### Q: Where did Michael Färber complete his higher education?
A: Michael Färber earned a Doktoringenieur from Karlsruhe Institute of Technology, a Diplom in computer science, and a Bachelor of Arts in philosophy from Ulm University.

### Q: Has Michael Färber worked at international institutions?
A: Yes, he held a position at Kyoto University in Japan from October 2017 to September 2018.

## Why They Matter
Michael Färber matters due to his interdisciplinary expertise bridging computer science and philosophy, which informs his work in artificial intelligence and knowledge representation. His contributions to large-scale data initiatives, such as the Microsoft Academic Knowledge Graph and SemOpenAlex, have been instrumental in structuring and analyzing vast amounts of scientific information, providing foundational resources for researchers worldwide. His focus on the quality of linked data and the application of advanced AI techniques like machine learning and natural language processing to scientometrics demonstrates a commitment to improving how we measure and understand scientific progress. As a full professor, he plays a crucial role in educating the next generation of AI and computer science professionals, shaping future advancements in these critical fields. His work helps to organize and make sense of complex digital information, impacting how knowledge is discovered and disseminated.

## Notable For
*   Full professor of AI and philosopher at TUD Dresden University of Technology and ScaDS Dresden/Leipzig.
*   Significant contributions to the Microsoft Academic Knowledge Graph.
*   Extensive research in Semantic Web, machine learning, and natural language processing.
*   Holds academic degrees in both computer science and philosophy.
*   Doctoral advisor was German computer scientist Rudi Studer.

## Body

### Personal Information
*   **Name**: Michael Färber
*   **Aliases**: Michael Farber, Michael Faerber, ファーバー ミハエル
*   **Birth Year**: 1987
*   **Birth Place**: Germany
*   **Citizenship**: Germany
*   **Sex or Gender**: Male
*   **Languages Spoken, Written, or Signed**: German, English

### Education
Michael Färber pursued a diverse academic path, earning multiple degrees:
*   **Doktoringenieur**: Karlsruhe Institute of Technology (April 16, 2012 – February 28, 2017). His doctoral advisor was Rudi Studer.
*   **Diplom (Computer Science)**: Ulm University (October 1, 2006 – May 31, 2011).
*   **Bachelor of Arts (Philosophy)**: Ulm University (April 1, 2008 – March 5, 2012).

### Professional Career
Michael Färber has held various academic and research positions:
*   **Full Professor**: TUD Dresden University of Technology and ScaDS Dresden/Leipzig (from April 1, 2024).
*   **Visiting Professor**: Karlsruhe Institute of Technology (October 1, 2020 – March 31, 2024).
*   **Researcher/Faculty**:
    *   Karlsruhe Institute of Technology (April 15, 2019 – March 31, 2024).
    *   University of Freiburg (April 1, 2017 – March 31, 2019).
    *   Kyoto University (October 1, 2017 – September 30, 2018).
    *   Karlsruhe Institute of Technology (April 16, 2012 – February 28, 2017).

### Research and Expertise
His primary occupations are computer scientist, philosopher, and university teacher. His research and work focus on:
*   **Core Fields**: Semantic Web, scientometrics, machine learning, natural language processing, knowledge graph, recommender system, large language model.
*   **Specific Interests (as a computer scientist)**: Natural language processing, machine learning, Semantic Web.

### Notable Works and Contributions
Michael Färber has contributed to several significant projects and publications:
*   **Microsoft Academic Knowledge Graph**: A major project in organizing and linking academic information.
*   **SemOpenAlex: The Scientific Landscape in 26 Billion RDF Triples**: A large-scale semantic dataset for scientific research.
*   **Linked data quality of DBpedia, Freebase, OpenCyc, Wikidata, and YAGO**: Research focusing on the quality and reliability of linked data sources.

### Online Presence and Identifiers
*   **Website**: https://faerber-lab.github.io/
*   **GitHub Username**: michaelfaerber
*   **ISNI**: 0000000499200191
*   **GND ID**: 1137017686
*   **VIAF ID**: 4412150085882215060005
*   **ORkg ID**: R73194
*   **ResearcherID**: AAA-4789-2021
*   **DBLP Author ID**: 129/9499
*   **Publons Author ID**: 4148814
*   **Dimensions Author ID**: 010763216510.13
*   **Google Scholar Author ID**: Jb7JUOsAAAAJ
*   **Semantic Scholar Author ID**: 151112226
*   **Library of Congress Authority ID**: no2018057134
*   **Microsoft Academic ID (discontinued)**: 2234226910

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## References

1. [Source](https://tu-dresden.de/ing/informatik/die-fakultaet/news/die-fakultaet-begruesst-prof-michael-faerber?set_language=en)
2. [Source](https://sites.google.com/view/michaelfaerber)
3. [Source](https://sites.google.com/view/michaelfaerber/research)
4. [Source](https://www.aifb.kit.edu/web/Michael_F%C3%A4rber/en)
5. [Source](https://www.jsps-club.de/veroeffentlichungen/neues-vom-club/2018/02)
6. [Source](http://paperhunter.net/searchengine/about/)
7. GitHub
8. [Source](https://katalog.ub.tu-braunschweig.de/vufind/Search2Record/894634879)
9. Virtual International Authority File
10. [Source](http://ma-graph.org/contact/)
11. [GitHub](https://github.com/michaelfaerber/MAG2RDF/commits?author=michaelfaerber)
12. [Source](https://makg.org/contact/)
13. [Source](https://www.semanticscholar.org/author/Michael-F%C3%A4rber/151112226)
14. [Source](https://academic.microsoft.com/search?q=michael%20farber%20while%20at%20karlsruhe%20institute%20of%20technology&qe=%40%40%40Composite(And(AA.AuN%3D%3D%27michael%20farber%27%2CAA.AfN%3D%3D%27karlsruhe%20institute%20of%20technology%27))&f=&orderBy=4&skip=0&take=10)