Associative search through formal concept analysis in criminal intelligence analysis

Conference paper


Qazi, N., Wong, B., Kodagoda, N. and Rick, A. 2016. Associative search through formal concept analysis in criminal intelligence analysis. IEEE SMC 2016: International Conference on Systems, Man, and Cybernetics. Budapest, Hungry 09 - 12 Oct 2016 Institute of Electrical and Electronics Engineers (IEEE). pp. 1917-1922 https://doi.org/10.1109/SMC.2016.7844519
TypeConference paper
TitleAssociative search through formal concept analysis in criminal intelligence analysis
AuthorsQazi, N., Wong, B., Kodagoda, N. and Rick, A.
Abstract

Criminal Intelligence Analysis often requires a search different from the semantic and keyword based searching to reveal the associations among semantically and operationally connected objects within a crime knowledge base. In this paper we introduce associative search as a search along the networks of association between objects like people, places, other organizations, products, events, services, and so on. We also propose an associative search model based on the 5WH associated concepts of a crime, i.e. WHAT (what has happened), WHO (who was involved in the crime), WHEN (the temporal information of the crime), WHERE (the geo-spatial information of the crime) HOW (the modus-operandi used in committing a crime). We have employed Formal Concept Analysis theory to reveal the associations, highlighting Hot Spots, offender‘s profile and its associated offenders in a criminal activity

Keywordscriminal intelligence; association rules, semantic search; formal concept theory; linked analysis
ConferenceIEEE SMC 2016: International Conference on Systems, Man, and Cybernetics
Page range1917-1922
ISBN
Hardcover9781509018970
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Publication dates
Print09 Oct 2016
Online09 Feb 2016
Publication process dates
Deposited30 Jan 2017
Accepted03 Jun 2016
Output statusPublished
Accepted author manuscript
Copyright Statement

© 2016 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.

Digital Object Identifier (DOI)https://doi.org/10.1109/SMC.2016.7844519
LanguageEnglish
Book title2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Budapest, Hungary, 2016
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