Detecting Hypernym/Hyponym in Science and Technology Thesaurus Using Entropy-Based Clustering of Word Vectors.
Takahiro KawamuraMotoki SekineKatsuji MatsumuraPublished in: Int. J. Semantic Comput. (2017)
Keyphrases
- semantic relations
- clustering algorithm
- k means
- artificial intelligence
- domain specific
- n gram
- computational science
- data points
- co occurrence
- cluster analysis
- data mining
- wordnet
- binary vectors
- information theory
- data clustering
- document clustering
- vector space
- clustering method
- case study
- information theoretic
- hierarchical clustering
- fuzzy clustering
- document collections
- unsupervised learning
- digital libraries