A Visual Analytics Approach for Crime Signature Generation and Exploration
| dc.contributor.author | Jentner, Wolfgang | |
| dc.contributor.author | Ellis, Geoffrey | |
| dc.contributor.author | Stoffel, Florian | |
| dc.contributor.author | Sacha, Dominik | |
| dc.contributor.author | Keim, Daniel A. | |
| dc.date.accessioned | 2018-02-12T11:59:18Z | |
| dc.date.available | 2018-02-12T11:59:18Z | |
| dc.date.issued | 2016 | eng |
| dc.description.abstract | The exploration of volumes of crime reports is a tedious task in crime intelligence analysis, given the largely unstructured nature of the crime descriptions. This paper describes a Visual Analytics approach for crime signature exploration that tightly integrates automated event sequence extraction and signature mining with interactive visualization. We describe the major components of our analysis pipeline — crime concept/event extraction, crime sequence mining, and interactive visualization. We illustrate its applicability with a real world use case. Finally, we discuss current problems, future plans, and open challenges in our development of a solution that incorporates automated event pattern mining with human expert feedback. | eng |
| dc.description.version | published | eng |
| dc.identifier.ppn | 499738810 | |
| dc.identifier.uri | https://kops.uni-konstanz.de/handle/123456789/41296 | |
| dc.language.iso | eng | eng |
| dc.rights | terms-of-use | |
| dc.rights.uri | https://rightsstatements.org/page/InC/1.0/ | |
| dc.subject | Event extraction, sequence mining, event analysis, interactive visualization, visual analytics, crime analysis | eng |
| dc.subject.ddc | 004 | eng |
| dc.title | A Visual Analytics Approach for Crime Signature Generation and Exploration | eng |
| dc.type | INPROCEEDINGS | eng |
| dspace.entity.type | Publication | |
| kops.citation.bibtex | @inproceedings{Jentner2016Visua-41296,
year={2016},
title={A Visual Analytics Approach for Crime Signature Generation and Exploration},
url={http://eventevent.github.io/papers/EVENT_2016_paper_24.pdf},
booktitle={IEEE VIS2016 Workshop on Temporal & Sequential Event Analysis : Papers},
author={Jentner, Wolfgang and Ellis, Geoffrey and Stoffel, Florian and Sacha, Dominik and Keim, Daniel A.}
} | |
| kops.citation.iso690 | JENTNER, Wolfgang, Geoffrey ELLIS, Florian STOFFEL, Dominik SACHA, Daniel A. KEIM, 2016. A Visual Analytics Approach for Crime Signature Generation and Exploration. IEEE VIS2016 Workshop on Temporal & Sequential Event Analysis. Baltimore, USA, 24. Okt. 2016. In: IEEE VIS2016 Workshop on Temporal & Sequential Event Analysis : Papers. 2016 | deu |
| kops.citation.iso690 | JENTNER, Wolfgang, Geoffrey ELLIS, Florian STOFFEL, Dominik SACHA, Daniel A. KEIM, 2016. A Visual Analytics Approach for Crime Signature Generation and Exploration. IEEE VIS2016 Workshop on Temporal & Sequential Event Analysis. Baltimore, USA, Oct 24, 2016. In: IEEE VIS2016 Workshop on Temporal & Sequential Event Analysis : Papers. 2016 | eng |
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| kops.conferencefield | IEEE VIS2016 Workshop on Temporal & Sequential Event Analysis, 24. Okt. 2016, Baltimore, USA | deu |
| kops.date.conferenceStart | 2016-10-24 | eng |
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| kops.identifier.nbn | urn:nbn:de:bsz:352-2-9huiij7kbxyc7 | |
| kops.location.conference | Baltimore, USA | eng |
| kops.sourcefield | <i>IEEE VIS2016 Workshop on Temporal & Sequential Event Analysis : Papers</i>. 2016 | deu |
| kops.sourcefield.plain | IEEE VIS2016 Workshop on Temporal & Sequential Event Analysis : Papers. 2016 | deu |
| kops.sourcefield.plain | IEEE VIS2016 Workshop on Temporal & Sequential Event Analysis : Papers. 2016 | eng |
| kops.title.conference | IEEE VIS2016 Workshop on Temporal & Sequential Event Analysis | eng |
| kops.url | http://eventevent.github.io/papers/EVENT_2016_paper_24.pdf | eng |
| kops.urlDate | 2018-02-12 | eng |
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| source.title | IEEE VIS2016 Workshop on Temporal & Sequential Event Analysis : Papers | eng |
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