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CRII:III: Towards a Continual Collaborative Framework for Knowledge Graph Reasoning — NSF Award to University of Massachusetts Bos

Knowledge graphs (KGs) have become essential tools for organizing and representing complex real-world knowledge. Effectively reasoning over knowledge graphs to extract meaningful insights and uncover novel connections, is crucial for addressing multifaceted national challenges and facilitating interdisciplinary collabo

Award titleCRII:III: Towards a Continual Collaborative Framework for Knowledge Graph Reasoning
Award ID2451605
AwardeeUniversity of Massachusetts Boston
CityDORCHESTER
StateMA
Amount obligated$175,000
Principal investigatorShichao Pei
ProgramInfo Integration & Informatics
Start date08/01/2025
AbstractKnowledge graphs (KGs) have become essential tools for organizing and representing complex real-world knowledge. Effectively reasoning over knowledge graphs to extract meaningful insights and uncover novel connections, is crucial for addressing multifaceted national challenges and facilitating interdisciplinary collaboration. However, current KG reasoning methods face significant challenges related to reliability, sustainability, and extensibility. Reliability issues arise due to varying amounts
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