Create, Explore and Analyse Traceability Knowledge Graphs

“Glad you introduced a traceability process in your company. Now you are able to relate the various types of artifacts in order to build up a large traceability graph” - what are the next steps? How do you deal with the enormous amount of information? We provide use cases to create, analyse and explore traceability graphs, based on our experiences from itemis ANALYZE, our professional traceability management system, that connect your whole development toolchain, including modelling tools and code. Furthermore, we fine-grain the ‘requirements’ in traceability by emerging Machine learning (ML) techniques that aid in analysing their similarities thereby proposing a tailored solution which forms the basis for requirements-specific knowledge graph. Finally, we use graph-based algorithms to analyse different use-case of created knowledge graphs.