Petar Ristoski  RDF Resource Description Framework Icon

Researcher

petar.ristoski@informatik.uni-mannheim.de

B6, 26, Room C 1.07
Tel.: +49 621 181 3705

Research Interests

  • Semantic Web, Linked Open Data
  • Machine Learning and Data Mining on Linked Data

Awards and Nominations

Selected Publications

2016

  • Petar Ristoski and Peter Mika Enriching product ads with Metadata from HTML annotations. In: Lecture notes in computer scienceThe Semantic Web. Latest Advances and New Domains : 13th International Conference, ESWC 2016, Heraklion, Crete, Greece, May 29 - June 2, 2016, Proceedings; 151-167. Springer, Cham, 2016.
  • Petar Ristoski and Heiko Paulheim Semantic Web in data mining and knowledge discovery: a comprehensive survey. Web semantics : science, services and agents on the World Wide Web (36#), Elsevier, Amsterdam [u.a.], 2016.
  • Petar Ristoski and Heiko Paulheim Analyzing statistics with background knowledge from Linked Open Data. In: CEUR workshop proceedingsSemStats 2013 : Proceedings of the 1st International Workshop on Semantic Statistics co-located with 13th International Semantic Web Conference (ISWC 2013), Sydney, Australia, October 11th, 2013; Article 12. RWTH, Aachen, 2016.
  • Petar Ristoski and Heiko Paulheim RDF2Vec: RDF graph embeddings for data mining. In: Lecture notes in computer scienceThe Semantic Web - ISWC 2016 : 15th International Semantic Web Conference, Kobe, Japan, October 17-21, 2016, Proceedings, Part I; 498-514. Springer International Publishing, Cham, 2016.
  • Petar Ristoski, Heiko Paulheim, Vojtech Svatek and Vaclav Zeman The Linked Data Mining Challenge 2016. In: CEUR workshop proceedingsKnow@LOD&CoDeS 2016 : Joint Proceedings of the 5th Workshop on Data Mining and Knowledge Discovery meets Linked Open Data and 1st International Workshop on Completing and Debugging the Semantic Web ...with 13th ESWC 2016, Heraklion, Greece, May 30th 2016; 1-8. RWTH, Aachen, 2016.
  • Petar Ristoski, Gerben Klaas Dirk de Vries and Heiko Paulheim A collection of benchmark datasets for systematic evaluations of machine learning on the Semantic Web. In: Lecture notes in computer scienceThe Semantic Web - ISWC 2016 : 15th International Semantic Web Conference, Kobe, Japan, October 17-21, 2016, Proceedings, Part II; 186-194. Springer, Cham, 2016.
  • Jessica Rosati, Petar Ristoski, Tommaso Di Noia, Renato de Leone and Heiko Paulheim RDF graph embeddings for content-based recommender systems. In: CEUR workshop proceedingsCBRecSys 2016 : Proceedings of the 3rd Workshop on New Trends in Content-Based Recommender Systems co-located with ACM Conference on Recommender Systems (RecSys 2016) Boston, MA, USA, September 16, 2016; 23-30. RWTH, Aachen, 2016.

2015

2014

2013

2012