Exploring CiteSeerX dataset

Venues looked at (by subcategories):

  • Machine Learning - ICML, NIPS, CoLT
  • Data Mining - KDD, CIKM, WSDM, WWW
  • NLP - ACL, NAACL, EMNLP
  • Vision - CVPR, EECV
  • AI - AAAI, IJCAI

These are some of the plots I made using the Python package NetworkX.

Citation graph for Machine Learning venues

Citation graph for Machine Learning venues

A plot of the citation graph. Each color represents a different venue. The venues in white text are in the average location for all papers of the venue. The graph placement algorithm attempts to minimize the distance between papers with a connection between them (citation).

Citation graph for Data Mining venues

Citation graph for Data Mining venues

A plot of the citation graph for the data mining venues. Larger nodes are the venues and each color represents the venue a paper belongs to. Grey nodes are citations of the papers that belong to one of the data mining venues.

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About Giselle Zeno
I'm a Computer Science PhD student at Purdue and an avid coder. more