Synthesizing a knowledge graph of data scientist job offers with MINTE+

Publikation: Konferenzbeitrag › Paper › Forschung › Peer-Review

Autorschaft

  • Mikhail Galkin
  • Diego Collarana
  • Mayesha Tasnim
  • Maria Esther Vidal

Organisationseinheiten

Externe Organisationen

  • Rheinische Friedrich-Wilhelms-Universität Bonn
  • Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme (IAIS)
  • St. Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO)
  • Technische Informationsbibliothek (TIB) Leibniz-Informationszentrum Technik und Naturwissenschaften und Universitätsbibliothek
Forschungs-netzwerk anzeigen

Details

OriginalspracheEnglisch
PublikationsstatusVeröffentlicht - 2018
Veranstaltung2018 ISWC Posters and Demonstrations, Industry and Blue Sky Ideas Tracks, ISWC-P and D-Industry-BlueSky 2018 - Monterey, USA / Vereinigte Staaten
Dauer: 8 Okt. 2018 → 12 Okt. 2018

Konferenz

Konferenz2018 ISWC Posters and Demonstrations, Industry and Blue Sky Ideas Tracks, ISWC-P and D-Industry-BlueSky 2018
Land/GebietUSA / Vereinigte Staaten
OrtMonterey
Zeitraum8 Okt. 2018 → 12 Okt. 2018

Abstract

Data Scientist is one of the most sought-after jobs of this decade. In order to analyze the job market in this domain, interested institutions have to integrate numerous job advertising coming from heterogeneous Web sources e.g., job portals, company websites, professional community platforms such as StackOverflow, GitHub, etc. In this demo, we show the application of the RDF Molecule-Based Integration Framework MINTE+ in the domain-specific application of job market analysis. The use of RDF molecules for knowledge representation is a core element of the framework gives MINTE+ enough flexibility to integrate job advertising from different web resources and countries. Attendees will observe how exploration and analysis of the data science job market in Europe can be facilitated by synthesizing at query time a consolidated knowledge graph of job advertising. The demo is available at: https://github.com/RDF-Molecules/MINTE/blob/master/README.md#live-demo.

ASJC Scopus Sachgebiete

Zitieren

Synthesizing a knowledge graph of data scientist job offers with MINTE+. / Galkin, Mikhail; Collarana, Diego; Tasnim, Mayesha et al.
2018. Beitrag in 2018 ISWC Posters and Demonstrations, Industry and Blue Sky Ideas Tracks, ISWC-P and D-Industry-BlueSky 2018, Monterey, USA / Vereinigte Staaten.

Publikation: Konferenzbeitrag › Paper › Forschung › Peer-Review

Galkin, M, Collarana, D, Tasnim, M & Vidal, ME 2018, 'Synthesizing a knowledge graph of data scientist job offers with MINTE+', Beitrag in 2018 ISWC Posters and Demonstrations, Industry and Blue Sky Ideas Tracks, ISWC-P and D-Industry-BlueSky 2018, Monterey, USA / Vereinigte Staaten, 8 Okt. 2018 - 12 Okt. 2018.
Galkin, M., Collarana, D., Tasnim, M., & Vidal, M. E. (2018). Synthesizing a knowledge graph of data scientist job offers with MINTE+. Beitrag in 2018 ISWC Posters and Demonstrations, Industry and Blue Sky Ideas Tracks, ISWC-P and D-Industry-BlueSky 2018, Monterey, USA / Vereinigte Staaten.
Galkin M, Collarana D, Tasnim M, Vidal ME. Synthesizing a knowledge graph of data scientist job offers with MINTE+. 2018. Beitrag in 2018 ISWC Posters and Demonstrations, Industry and Blue Sky Ideas Tracks, ISWC-P and D-Industry-BlueSky 2018, Monterey, USA / Vereinigte Staaten.
Galkin, Mikhail ; Collarana, Diego ; Tasnim, Mayesha et al. / Synthesizing a knowledge graph of data scientist job offers with MINTE+. Beitrag in 2018 ISWC Posters and Demonstrations, Industry and Blue Sky Ideas Tracks, ISWC-P and D-Industry-BlueSky 2018, Monterey, USA / Vereinigte Staaten.
Download
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