Hybrid NLP-based extraction method to develop a knowledge graph for rock tunnel support design.
Jiaxin LingXiaojun LiHaijiang LiYi AnYi RuiYi ShenHehua ZhuPublished in: Adv. Eng. Informatics (2024)
Keyphrases
- design process
- expert systems
- knowledge based systems
- knowledge management
- knowledge representation
- knowledge exchange
- hybrid learning
- design principles
- active participation
- knowledge acquisition
- prior knowledge
- knowledge base
- user interface
- support environment
- case study
- conceptual framework
- support systems
- natural language processing
- natural language
- social aspects
- design tools
- graph model
- bipartite graph
- engineering design
- relevant knowledge
- data repositories
- design guidelines
- facilitate learning
- knowledge engineering
- graph matching
- conceptual model
- domain experts
- structured data
- learning systems
- random walk
- text mining
- domain knowledge