- Retrieval of criminal trajectories with an FCA-based approach
- CEUR Workshop Proceedings
- Pages (from-to)
- Document type
- Faculty of Economics and Business (FEB)
- Amsterdam Business School Research Institute (ABS-RI)
In this paper we briefly discuss the possibilities of Formal Concept Analysis for gaining insight in large amounts of unstructured police reports. We present a generic human centred knowledge discovery approach and showcase promising results obtained during empirical validation. The first case study focusses on distilling indicators for identifying domestic violence from 4814 reports with the aim of better recognizing new incoming cases. In the second case study we used FCA in combination with Temporal Concept Analysis to identify and investigate human trafficking suspects extracted from 266157 short observational reports. The third case study we present in this paper describes our application of FCA for identifying radicalising subjects from 166577 observational
police reports. Finally, we conclude our paper with the case study on pedophile chat conversation analysis and the CORDIET data mining system.
- Proceedings title: FCAIR 2013: Formal Concept Analysis Meets Information Retrieval: workshop co-located with the 35th European
Conference on Information Retrieval (ECIR 2013): March 24, 2013, Moscow, Russia
Place of publication: Aachen
Editors: C. Carpineto, S.O. Kuznetsov, A. Napoli
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