FLOPPIES: A Framework for Large-Scale Ontology Population of Product Information from Tabular Data in E-commerce Stores

FLOPPIES: A Framework for Large-Scale Ontology Population of Product Information from Tabular Data in E-commerce Stores

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Article ID: iaor20141924
Volume: 59
Start Page Number: 296
End Page Number: 311
Publication Date: Mar 2014
Journal: Decision Support Systems
Authors: , , ,
Keywords: internet, decision, marketing
Abstract:

  • FLOPPIES enable (semi‐)automatic ontology population of online product information.
  • We use a product ontology that is compatible with the GoodRelations ontology.
  • The average Information Gain is used to determine the correct product class.
  • For the evaluation we have used a training and test set, consisting of 1718 products.
  • Our approach outperforms the baseline approach at all stages of the population process.

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