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Towards the ordering of events from multiple textual evidence sources
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Anand, Sarabjot Singh, Jhumka, Arshad and Wade, Kimberley A. . (2011) Towards the ordering of events from multiple textual evidence sources. International Journal of Digital Crime and Forensics, Vol.3 (No.2). pp. 16-34. ISSN 1941-6210
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Official URL: http://dx.doi.org/10.4018/jdcf.2011040102
Abstract
In any criminal investigation, two important problems have to be addressed: (1) integration of multiple data sources to build a concise picture of the events leading up to and/or during the execution of a crime, and (2) determining the order in which these events occurred. This paper focuses on the integration of multiple textual data sources, each providing a recollection of events observed by eyewitnesses. From these textual documents, using text mining and natural language processing techniques the authors identify events (across the document corpus) associated with the crime and infer temporal relationships between these events to create a (partial) ordering of the events. The authors evaluate their method on data collected through a mock eyewitness task.
| Item Type: | Journal Article |
|---|---|
| Subjects: | Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software |
| Divisions: | Faculty of Science > Computer Science |
| Journal or Publication Title: | International Journal of Digital Crime and Forensics |
| Publisher: | I G I Global |
| ISSN: | 1941-6210 |
| Date: | 2011 |
| Volume: | Vol.3 |
| Number: | No.2 |
| Page Range: | pp. 16-34 |
| Identification Number: | 10.4018/jdcf.2011040102 |
| Status: | Peer Reviewed |
| Publication Status: | Published |
| Access rights to Published version: | Restricted or Subscription Access |
| URI: | http://wrap.warwick.ac.uk/id/eprint/42225 |
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