Title :
Internet Crime Reporting: Evaluation of a Crime Reporting and Investigative Interview System by Comparison with a Non-Interactive Reporting Alternative
Author :
Iriberri, Alicia ; Navarrete, Carlos J.
Author_Institution :
Inst. Tecnol. Autonomo de Mexico, Mexico
Abstract :
This study reports on the evaluation of a crime reporting and investigative interview system, i-recall. i-recall emulates a police officer conducting a cognitive interview (CI). It incorporates CI techniques to enhance witness memory retrieval and leverages natural language processing technology to support understanding of witness narratives. In a controlled user study i-recall was compared to a non-interactive textbox computer system. Sophomore college students acted as witnesses to a videotaped staged crime and reported what they saw using one of the two alternative reporting methods. Results indicate that i-recall outperformed the textbox system significantly in one of two measures, completeness of report. On average i-recall elicited 14 percent of information from witnesses and the textbox system elicited five (5) percent of information, all with 94 percent accuracy. i-recall is a promising Internet reporting alternative. Future work will evaluate i-recall by comparing it to a human expert cognitive interviewer.
Keywords :
Internet; computer crime; information retrieval; interactive systems; natural language processing; police data processing; Internet crime reporting; human expert cognitive interviewer; i-recall; investigative interview system; natural language processing technology; noninteractive reporting alternative; noninteractive textbox computer system; videotaped staged crime; witness memory retrieval; Control systems; Data mining; Humans; Intelligent systems; Internet; Large-scale systems; Natural language processing; Natural languages; Privacy; Protection;
Conference_Titel :
System Sciences (HICSS), 2010 43rd Hawaii International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-5509-6
Electronic_ISBN :
1530-1605
DOI :
10.1109/HICSS.2010.460