Titulo Estágio
Entity resolution for fraud detection
Áreas de especialidade
Engenharia de Software
Engenharia de Software
Local do Estágio
Coimbra
Enquadramento
Complex criminal networks hide underneath multiple entities (devices, addresses, names). With this project we aim at reviewing current Entity Resolution techniques and apply them into building Identities (people, businesses) based on entities.
Objetivo
Complex criminal networks hide underneath multiple entities (devices, addresses, names). With this project we aim at reviewing current Entity Resolution techniques and apply them into building Identities (people, businesses) based on entities.
Plano de Trabalhos - Semestre 1
"1. Review entity resolution approaches in the industry and in academia
2. Review State of the art deduplication techniques based on data mining.
3. Define a methodology plan for benchmarking
4. Define success criteria/KPIs for the benchmarking"
Plano de Trabalhos - Semestre 2
"1. Implement the test-bed for all benchmarks.
2. Benchmark and iterate.
3. Documentation, final report, and presentation."
Condições
Remunerated
Orientador
João Costa
joao.viriato@feedzai.com 📩