Risk assessment of knowledge fusion in an innovation ecosystem based on a GA-BP neural network
Sign Up to like & getrecommendations! Published in 2021 at "Cognitive Systems Research"
DOI: 10.1016/j.cogsys.2020.12.006
Abstract: Abstract The risk assessment of knowledge fusion in innovation ecosystems is directly related to these ecosystems’ success or failure. A back-propagation (BP) neural network optimized by a genetic algorithm (GA) is thus proposed to evaluate… read more here.
Keywords: knowledge fusion; neural network; risk; network ... See more keywords
Collective Entity Alignment for Knowledge Fusion of Power Grid Dispatching Knowledge Graphs
Sign Up to like & getrecommendations! Published in 2022 at "IEEE/CAA Journal of Automatica Sinica"
DOI: 10.1109/jas.2022.105947
Abstract: Knowledge graphs (KGs) have been widely accepted as powerful tools for modeling the complex relationships between concepts and developing knowledge-based services. In recent years, researchers in the field of power systems have explored KGs to… read more here.
Keywords: knowledge fusion; power; knowledge; knowledge graphs ... See more keywords
Combining BERT Model with Semi-Supervised Incremental Learning for Heterogeneous Knowledge Fusion of High-Speed Railway On-Board System
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/9948218
Abstract: On-board system fault knowledge base (KB) is a collection of fault causes, maintenance methods, and interrelationships among on-board modules and components of high-speed railways, which plays a crucial role in knowledge-driven dynamic operation and maintenance… read more here.
Keywords: knowledge; board; knowledge fusion; board system ... See more keywords
Knowledge Fusion and Synchronization over Ubiquitous Ontology Mapping
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Computational Chemistry"
DOI: 10.4236/jcc.2017.510001
Abstract: With the rapid development and popularization of web services, the available information types and structure are becoming more and more complex and challenging. Actually web services involve the need for dynamic integration and transparent knowledge… read more here.
Keywords: information; ontology; ontology mapping; fusion synchronization ... See more keywords