JMG • Data & Knowledge Engineering • Language Models
Portrait of Dr. Jorge Martinez-Gil
Software Competence Center Hagenberg (SCCH) Hagenberg, Austria jorge.martinez-gil [at] scch.at

Dr. Jorge Martinez-Gil

Senior Researcher
Google Scholar ORCID LinkedIn Preprints GitHub ResearchGate Language Models
Softwarepark 32a, A-4232 Hagenberg, Austria

About

  • I specialize in Data and Knowledge Engineering, and I am currently expanding my research into Language Models.
  • I obtained my Ph.D. in Computer Science from the University of Malaga, Spain (2010).
  • At SCCH (Austria), I lead applied research initiatives, focusing on EU Horizon projects in Data Science.
  • Previously, I served as an acting professor at the University of Extremadura, Spain.
  • I welcome collaborations with researchers and practitioners from academia and industry.

Current responsibilities

Updated: Jan 2026
Focus Co-Leader MIND
Software Competence Center Hagenberg GmbH
EU Horizon dAIEDGE Cascade Funding (2026): E*3
Principal Investigator
EU Horizon ENFIELD Cascade Funding (2026): ASTRID
Principal Investigator
EU Horizon (2024–2027): SMART ERA
SCCH Project Leader and Task Leader (T2.3)
Expert Horizon Europe Programme (2025-2026)
Involved in several programs

Selected publications

View preprints

I have authored or co-authored more than 90 scientific papers, including 45 ranked journals. These are some of them:

  1. MTD-DS: An SLA-Aware Decision Support Benchmark for Multi-Tenant Parallel DBMSs.
    IEEE TKDE 2025 DOI
    Shaoyi Yin, Franck Morvan, Jorge Martinez-Gil, Abdelkader Hameurlain. IEEE Transactions on Knowledge and Data Engineering 37(5): 2743–2755 (2025).
  2. A survey on legal question-answering systems.
    Computer Science Review 2023 DOI
    Jorge Martinez-Gil. Computer Science Review 48: 100552 (2023).
  3. Neurofuzzy semantic similarity measurement.
    Data & Knowledge Engineering 2023 DOI
    Jorge Martinez-Gil, Riad Mokadem, Josef Küng, Abdelkader Hameurlain. Data & Knowledge Engineering 145: 102155 (2023).
  4. A Novel Approach for Learning How to Automatically Match Job Offers and Candidate Profiles.
    Information Systems Frontiers 2020 DOI
    Jorge Martinez-Gil, Alejandra Lorena Paoletti, Mario Pichler. Information Systems Frontiers 22(6): 1265–1274 (2020).
  5. Accurate and efficient profile matching in knowledge bases.
    Data & Knowledge Engineering 2018 DOI
    Jorge Martinez-Gil, Alejandra Lorena Paoletti, Gábor Rácz, Attila Sali, Klaus-Dieter Schewe. Data & Knowledge Engineering 117: 195–215 (2018).

Teaching

~1,500 teaching hours across several European universities:
  • FH Hagenberg (AT)
  • FH Kufstein (AT)
  • OTH Regensburg (DE)
  • University of the Balearic Islands (ES)
  • University of Malaga (ES)
  • University of Extremadura (ES)

Current editorial work

  • Associate Editor: Expert Systems with Applications (Elsevier)
  • Associate Editor: Future Generation Computer Systems (Elsevier)
  • Associate Editor: Transactions on Large-Scale Data- and Knowledge-Centered Systems (Springer)

Service

Service for European funding programmes (FP7, H2020, Horizon Europe, COST, EUREKA-Eurostars,…) and more than 20 national agencies; frequent reviewer for journals and conferences.

Awards

  • Best Paper Award: PRO-VE 2025
  • Distinguished Paper selection: DaWaK 2021, iiWAS 2021, iiWAS 2017
  • Honorific Scholarship: DAAD 2009
  • Student of the Year (Science): University of Extremadura 2006