Data mining case study: Modeling the behavior of offenders who commit serious sexual assaults

Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Volumn , Issue , 2001, Pages 215-220

  Adderley, Richard ^a   Musgrove, Peter B ^b  

^a WEST MIDLANDS POLICE   (United Kingdom)

^b UNIVERSITY OF WOLVERHAMPTON   (United Kingdom)

Author keywords

Crime Pattern Analysis; Data Mining; Knowledge Discovery; Offender Behavior; Self Organizing Map

Indexed keywords

DATA MINING; DATABASE SYSTEMS; KNOWLEDGE ENGINEERING; SELF ORGANIZING MAPS;

CRIME PATTERN ANALYSIS;

BEHAVIORAL RESEARCH;

EID: 0035789623     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Adderley, R., Musgrove, P. B., (1999), Data mining at the West Midlands Police: A study of bogus official burglaries. BCS Special Group Expert Systems, ES99, London, Springer-Verlag, pp191-203
2. Adderley, R.., Musgrove, P.B, (2001), Police crime recording and investigation systems, a user's view. Policing An International Journal of Police Strategies and Management, 24(1), pp100-114.
3. Brantingham, P.L., Brantingham, P.L,. (1991), Notes on the geometry of crime, in Environmental Criminology, USA: Wavelend Press Inc.
4. Canter, D., Heritage, R., (1990), A multivariate model of sexual offence behaviour: Developments in offender profiling I. The Journal of Forensic Psychiatry, 1 (2), pp 185-212.
5. Canter, D., Larkin, P., (1993), Environmental range of serial rapists. Journal of Environmental Psychology, 13 pp63-69.
6. Chapman, P., Clinton, J., Kerber, R., Khabaza, T., Reinartz, T., Shearer, C., Wirth, Rudiger (2000) CRISP-DM 1.0 Step-by-step data mining guide, USA: SPSS Inc. CRISPWP-0800 2000.
7. Davies, A., (1992), Rapists' behaviour: A three aspect model as a basis for analysis and the identification of serial crime. Forensic Science International, 55 pp173-194.
8. Hazelwood, R. R., Reboussin, R., Warren, J. I. (1989), Series Rape: Correlates of increased aggression and the relationship of offender pleasure to victim resistance. Journal of Interpersonal Violence 4 pp65-78.
9. Kohonen, T. (1984), Self-organisation and associative memory, Springer series in information sciences, Vol 8. Springer Verlag, New York, USA, 1984
10. LeBeau, J.I., (1987), Patterns of stranger and serial rape offending: Factors distinguishing apprehended and at large offenders. Journal of Criminal Law and Criminology 78 pp309-326.
11. Rhodes, W.M., Conly, C., (1991), The criminal commute: A theoretical perspective in Environmental Criminology, USA: Wavelend Press Inc.
12. Weiss, S.M., Indurkhya, N., (1998), Predictive data mining: a practical guide. San Francisco, USA: Morgan Kaufman Publishers Inc.