knowledge reuse
[ˈnɒlɪdʒ riːˈjuːz]
noun
reutilização de conhecimento
1. The practice of applying previously acquired knowledge, information, or expertise to solve new problems or accomplish new tasks without starting from scratch
Knowledge reuse in software development allows developers to apply lessons learned from previous projects to new ones.
A reutilização de conhecimento no desenvolvimento de software permite que os desenvolvedores apliquem lições aprendidas em projetos anteriores aos novos.
2. A systematic approach in organizations to capture, store, and leverage existing expertise and information assets
The company implemented a knowledge reuse system to reduce project costs and timelines.
A empresa implementou um sistema de reutilização de conhecimento para reduzir custos e prazos do projeto.
3. In artificial intelligence and machine learning, the adaptation of models or algorithms trained on one task to perform well on related tasks
Knowledge reuse through transfer learning has become essential in modern AI applications.
A reutilização de conhecimento através da aprendizagem por transferência tornou-se essencial nas aplicações modernas de IA.
Knowledge reuse is a fundamental concept in modern knowledge management practices, particularly valued in tech companies and research institutions in both Brazil and the USA. In Brazilian corporate culture, it aligns with the emphasis on continuous improvement and organizational learning. In the US, it's central to efficiency and innovation discourse. The term reflects the shift from silos of expertise toward collaborative, open-innovation models.
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