Stage-oe-small.jpg

Michael Färber/en

Aus Aifbportal
< Michael Färber
Version vom 2. März 2020, 19:55 Uhr von He9318 (Diskussion | Beiträge) (Der Seiteninhalt wurde durch einen anderen Text ersetzt: „{{Mitarbeiter/en}}“)
(Unterschied) ← Nächstältere Version | Aktuelle Version (Unterschied) | Nächstjüngere Version → (Unterschied)
Wechseln zu:Navigation, Suche
Michael Faerber 2019.png




News:



Michael Färber is the deputy professor (W3) of the research group Web Science at the KIT-institute AIFB since October 1, 2020. He is also a Helmholtz AI Associate.


>> Open PhD/Postdoc Positions! <<



Personal Website



Research

Research Interests

  • natural language processing,
  • machine learning, and
  • knowledge representation (e.g., knowledge graphs).


Current research foci:


More information can be found at his homepage and on Google Scholar.

Online Demo Systems

Recently developed demonstration systems:


Data Sets

Recently created data sets:

  • DSKG: http://dskg.org
    • ...a knowledge graph representing datasets.
  • unarXive: http://unarxive.org
    • ... contains the full texts of all papers on arXive.org with further annotations.
  • Microsoft Academic Knowledge Graph: https://makg.org
    • ... a knowledge graph containing the metadata of almost all publications in all scientific disciplines.
  • FAIRnets: https://doi.org/10.5281/zenodo.3885249
    • ...a knowledge graph with metadata about neural networks.


Code & Data

  • The implementations are linked in the publications and can usually be found on GitHub.
  • Created datasets are linked in the publications and can usually be found on Zenodo.



Open Positions and Theses

Open PhD/Postdoc Positions

In the area of natural language processing, machine learning, or knowledge graphs, I have open positions available, see here. If you are interested in it, feel free to write me an informal email.

Open student assistant jobs (Hiwis)

  • in the area of machine learning, natural language processing, and/or Semantic Web technologies: [1]
  • in Semantic MediaWiki or PHP: [2].
  • for knowledge graph-based methods for explaining recommender systems: [3].
  • for knowledge graph-based technology forecast and technology and innovation management (TIM).


Current calls for Bachelor/Master thesis

 Titel
Thema4838Extracting Facts from Text: Joint Entity and Relation Extraction
Thema4837Alles nur Show? Ein Vergleich der Berichterstattung vor der Bundestagswahl mit dem Koalitionsvertrag
Thema4574Deep Learning + Knowledge Graphs
Thema4772GPT-3, BERT & Co.: When to use which language model?
Thema4420Wie fair sind Forscher? Eine Analyse von Zerrungen bzgl. Zitaten in wissenschaftlichen Publikationen
Thema4771Analyzing the Influence of Enterprises and Countries on AI Research
Thema4423Automatically Recommending Citations for Texts Using Neural Networks

I have supervised more than 40 Bachelor/Master theses.
All topics are open to English and German-speaking students.

Theses Abroad

Many of the thesis topics can also be written at a partner institution abroad (e.g. in Japan, Italy, France) and funded by the DAAD, given that the application is made 7 months in advance. In the past, theses supervised by Dr. Färber were already funded. More information under Web_Science/DAAD-Stipendium/en.



Publications
Publications


Active Projects
Mediating-machines.png

AI in Peacemaking
External Link: https://mediatingmachines.com/

Transparent.png

ChemKB

Transparent.png

DataScore
External Link: https://datascore.int.kit.edu/

Digilog-logo.png

digilog@bw
External Link: https://digilog-bw.de

Transparent.png

IIDI

Kiglis logo.png

KIGLIS


Research area
Semantic Search, Knowledge Representation And Reasoning, Machine Learning, Text Mining, Semantical Annotation, Information Extraction, Natural Language Processing, Digital Libraries, Knowledge Discovery, Data Mining, Artificial Intelligence, Data Science, Semantic Web, Trustworthy AI