Learning Planning and Recommendation Based on an Adaptive Architecture on Data Graph, Information Graph and Knowledge Graph.
Lixu ShaoYucong DuanZhangbing ZhouQuan ZouHonghao GaoPublished in: CollaborateCom (2017)
Keyphrases
- prior knowledge
- graph representation
- raw data
- background knowledge
- graph structures
- expert knowledge
- structured data
- graph theory
- semantically rich
- graph model
- domain knowledge
- domain experts
- information sources
- enormous amounts
- prior domain knowledge
- structured information
- random walk
- data sets
- valuable knowledge
- previously learned
- graph structure
- knowledge discovery
- graph data
- learning systems
- knowledge acquisition
- training data
- data sources
- information resources
- domain independent
- structural patterns
- learned knowledge
- end users
- sensory data
- missing information
- temporal information
- graphical representation
- data mining tools
- data analysis
- sensitive information
- learning process
- directed acyclic graph
- multiple sources
- complex domains
- data structure
- control knowledge
- knowledge base
- knowledge sources
- computer systems
- learning algorithm
- knowledge sharing