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

Research output: Contribution to conferencePaperResearchpeer review

Authors

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

Research Organisations

External Research Organisations

  • University of Bonn
  • Fraunhofer Institute for Intelligent Analysis and Information Systems (IAIS)
  • St. Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO)
  • German National Library of Science and Technology (TIB)
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Details

Original languageEnglish
Publication statusPublished - 2018
Event2018 ISWC Posters and Demonstrations, Industry and Blue Sky Ideas Tracks, ISWC-P and D-Industry-BlueSky 2018 - Monterey, United States
Duration: 8 Oct 201812 Oct 2018

Conference

Conference2018 ISWC Posters and Demonstrations, Industry and Blue Sky Ideas Tracks, ISWC-P and D-Industry-BlueSky 2018
Country/TerritoryUnited States
CityMonterey
Period8 Oct 201812 Oct 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.

Keywords

    Data Integration, Knowledge Graphs, RDF, RDF Molecules

ASJC Scopus subject areas

Cite this

Synthesizing a knowledge graph of data scientist job offers with MINTE+. / Galkin, Mikhail; Collarana, Diego; Tasnim, Mayesha et al.
2018. Paper presented at 2018 ISWC Posters and Demonstrations, Industry and Blue Sky Ideas Tracks, ISWC-P and D-Industry-BlueSky 2018, Monterey, United States.

Research output: Contribution to conferencePaperResearchpeer review

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