SKAT - Alternativ tilgang til Sentimental Analyse

Studenteropgave: Speciale (inkl. HD afgangsprojekt)

  • Kim Bernhard Andersen
  • Jesper Puggaard Hansen
4. semester, Datalogi, Kandidat (Kandidatuddannelse)
The aim of the project is to determine whether a document is positive, negative or neutral measured by precision performed in the Danish language. Our approach is a further development of the [Li&Liu,2012] approach, which is a cluster based method where the features are uni-grams and negation. Different calculation methods, feature combination and number of clusters are tested. Our result suggests improvement in comparison with the [Li&Liu,2012] cluster with 10-15% for precision. However, our scores are impacted by the quality of the documents used to label the clusters, which is one of the drawbacks of this approach.
SprogEngelsk
Udgivelsesdato12 jun. 2013
Antal sider57
ID: 77381582