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FRFraunhofer-Gesellschaft

Master's thesis -Automated Generation and Validation of JSON-LD for Semantic Integration(m/w/x)

Ilmenau
Full-timeInternshipWith Home Office
Green Job
Data Science

Generating semantically enriched JSON-LD from JSON APIs for energy sector digitalization. Master’s thesis planned within 6 months required. Remote work option, expert supervision.

Requirements

  • Master’s thesis planned within 6 months
  • Clearly defined research topic
  • Studies in computer science, engineering, energy technology, data science, or comparable field
  • Interest in data processing, semantics/ontologies, modeling, or digital system architectures
  • Motivation for analytical and innovative thinking
  • Motivation for structured scientific work
  • Independent work
  • Asking questions
  • Basic German communication skills
  • Basic English communication skills
  • At least three on-site presentations in Ilmenau

Tasks

  • Generate semantically enriched JSON-LD from JSON APIs
  • Leverage ontology recommendations and domain-specific knowledge
  • Reduce manual modeling effort for data exchange
  • Contribute to digitalization of the energy sector
  • Apply semantic methods to interconnect isolated data sources
  • Enable efficient data usage and automated analyses
  • Support energy transition through digital interoperability
  • Derive JSON-LD contexts and structures from JSON data
  • Use ontology rankings for semantically correct types and properties
  • Validate JSON-LD using SHACL, SPARQL, or reasoning
  • Implement a pipeline for transforming API data into JSON-LD
  • Evaluate pipeline with real or synthetic interfaces from energy or IoT systems

Education

  • Currently in higher education

Languages

  • GermanBasic
  • EnglishBasic

Benefits

Flexible Working

  • Flexible working hours
  • Remote work option

Mentorship & Coaching

  • Expert supervision

Modern Equipment

  • Access to modern tools

Purpose-Driven Work

  • Opportunity to contribute to publications
  • Opportunity to contribute to demonstrators
  • Opportunity to contribute to research projects

Informal Culture

  • Friendly and appreciative team
  • Promotes diversity

Other Benefits

  • Solutions for employees with disabilities
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