Detecting domestic violence: Showcasing a knowledge browser based on formal concept analysis and emergent self organizing maps

Authors
Publication date 2009
Host editors
  • J. Cordeiro
  • J. Filipe
Book title ICEIS 2009: Proceedings of the 11th International Conference on Enterprise Information Systems, Volume AIDSS: Milan, Italy, May 6-10, 2009
ISBN
  • 9789898111852
Event 11th International Conference on Enterprise Information Systems (ICEIS 2009), Milan, Italy
Pages (from-to) 11-18
Organisations
  • Faculty of Economics and Business (FEB) - Amsterdam Business School Research Institute (ABS-RI)
Abstract Over 90% of the case data from police inquiries is stored as unstructured text in police databases. We use the combination of Formal Concept Analysis and Emergent Self Organizing Maps for exploring a dataset of unstructured police reports out of the Amsterdam-Amstelland police region in the Netherlands. In this paper, we specifically aim at making the reader familiar with how we used these two tools for browsing the dataset and how we discovered useful patterns for labelling cases as domestic or as non-domestic violence.
Document type Conference contribution
Note 06-05-2009 nog toevoegen aan datum-vanaf-veld
Language English
Published at https://lirias.kuleuven.be/handle/123456789/241772
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