Improving the Wikipedia Miner word sense disambiguation algorithm

  title={Improving the Wikipedia Miner word sense disambiguation algorithm},
  author={Aleksander Smywinski-Pohl},
  journal={2012 Federated Conference on Computer Science and Information Systems (FedCSIS)},
This document describes the improvements of the Wikipedia Miner word sense disambiguation algorithm. The original algorithm performs very well in detecting key terms in documents and disambiguating them against Wikipedia articles. By replacing the original Normalized Google Distance inspired measure with Jaccard coefficient inspired measure and taking into account additional features, the disambiguation algorithm was improved by 8 percentage points (F1-measure), without impeding its performance… CONTINUE READING
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