Detecting trends in academic research from a citation network using network representation learning

@inproceedings{Asatani2018DetectingTI,
  title={Detecting trends in academic research from a citation network using network representation learning},
  author={Kimitaka Asatani and Junichiro Mori and Masanao Ochi and Ichiro Sakata},
  booktitle={PloS one},
  year={2018}
}
Several network features and information retrieval methods have been proposed to elucidate the structure of citation networks and to detect important nodes. However, it is difficult to retrieve information related to trends in an academic field and to detect cutting-edge areas from the citation network. In this paper, we propose a novel framework that… CONTINUE READING