Use of data mining techniques to model crime scene investigator performance

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摘要

This paper examines how data mining techniques can assist the monitoring of Crime Scene Investigator performance. The findings show that Investigators can be placed in one of four groups according to their ability to recover DNA and fingerprints from crime scenes. They also show that their ability to predict which crime scenes will yield the best opportunity of recovering forensic samples has no correlation to their actual ability to recover those samples.

论文关键词:Data mining,Crime scene investigators,Performance monitoring,K-Means

论文评审过程:Received 10 October 2006, Accepted 16 November 2006, Available online 13 December 2006.

论文官网地址:https://doi.org/10.1016/j.knosys.2006.11.007