Semantic similarity measure of natural language text through machine learning and a keyword-aware cross-encoder-ranking summarizer - A case study using UCGIS GIS&T body of knowledge.
Yuanyuan TianWenwen LiSizhe WangZhining GuPublished in: Trans. GIS (2023)
Keyphrases
- machine learning
- natural language text
- knowledge acquisition
- semantic similarity measure
- information extraction
- knowledge representation
- semantic network
- domain knowledge
- knowledge discovery
- natural language
- databases
- expert systems
- knowledge base
- data mining
- automatic extraction
- ranking algorithm
- natural language processing
- supervised learning
- active learning
- decision trees
- support vector machine
- text mining
- image classification
- similarity measure
- keywords
- knowledge sources
- semantic similarity
- feature selection
- relation extraction
- artificial intelligence