Clique-based semantic kernel with application to semantic relatedness

@article{Jadidinejad2015CliquebasedSK,
  title={Clique-based semantic kernel with application to semantic relatedness},
  author={Amir Hossein Jadidinejad and Fariborz Mahmoudi and M. R. Meybodi},
  journal={Natural Language Engineering},
  year={2015},
  volume={21},
  pages={725-742}
}
The emergence of knowledge repositories in a variety of domains provides a valuable opportunity for semantic interpretation of high dimensional datasets. Previous researches investigate the use of concept instead of word as a core semantic feature for incorporating semantic knowledge from an ontology into the representation model of documents. On the other hand, in machine learning and information retrieval, data objects are represented as a flat feature vector. The inconsistency between the… CONTINUE READING