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

To Appear

  • RDF2Vec: RDF Graph Embeddings for Data Mining" by Petar Ristoski and Heiko Paulheim. In: Proceedings of the 15th International Semantic Web Conference. 2016 (paper)
  • "A Collection of Benchmark Datasets for Systematic Evaluations of Machine Learning on the Semantic Web" by Petar Ristoski, Gerben Klaas Dirk de Vries and Heiko Paulheim.  In: Proceedings of the 15th International Semantic Web Conference. 2016 (paper)

Selected Publications

2016

  • Petar Ristoski and Peter Mika. Enriching product ads with Metadata from HTML annotations. In: Lecture notes in computer science The 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. Analyzing statistics with background knowledge from Linked Open Data. In: CEUR workshop proceedings SemStats 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, Heiko Paulheim, Vojtech Svatek and Vaclav Zeman. The Linked Data Mining Challenge 2016. In: CEUR workshop proceedings Know@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.

2015

  • Oliver Lehmberg, Dominique Ritze, Petar Ristoski, Robert Meusel, Heiko Paulheim and Christian Bizer. The Mannheim Search Join Engine. Web semantics : science, services and agents on the World Wide Web (35), Elsevier, Amsterdam [u.a.], 2015.
  • Petar Ristoski, Christian Bizer and Heiko Paulheim. Mining the web of linked data with RapidMiner. Web Semantics : Science, Services and Agents on the World Wide Web (35), Elsevier, Amsterdam [u.a.], 2015.

2014

  • Petar Ristoski, Eneldo Loza Mencía and Heiko Paulheim. A Hybrid Multi-strategy Recommender System Using Linked Open Data. In: Valentina Presutti, Semantic Web Evaluation Challenge : SemWebEval 2014 at ESWC 2014, Anissaras, Crete, Greece, May 25-29, 2014, Revised Selected Papers ; 150-156, Springer Internat. Publ., Cham, 2014.

2013

2012