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Analytics Section of INFORMS NewsINFORMS Midwest Practice of Analytics Conference
The second annual INFORMS Midwest Practice of Analytics Conference, a half-day event for industry professionals in the field of analytics, will be held Sept. 4 at the University of Chicago’s Gleacher Center in downtown Chicago.Read More
CAP NewsCIO Magazine: INFORMS’ CAP program ‘pays off’
INFORMS’ Certified Analytics Professional (CAP®) program was recently listed first by CIO magazine among the “11 Big Data Certifications That Will Pay Off.” The largest society in the world for professionals in the fields of analytics, operations research and management science, INFORMS’ CAP exam is given at hundreds of computer-based testing centers worldwide through an agreement with Kryterion (a full-service provider of customizable assessment and certification products and services).Read More
Analytics Section of INFORMS NewsAnalytics at the Barcelona IFORS Conference
The 20th Conference of the International Federation of Operational Research Societies was held in Barcelona, Spain from July 13-18. Held once every three years, this conference brings together approximately 3,300 operations research (O.R.) academics and practitioners from all over the world. This particular IFORS conference was notable for several reasons – one obvious virtue was a venue within sight of the Mediterranean and close to every artistic, cultural and culinary delight that Barcelona has to offer.Read More
Statistical model unlocks barriers to fingerprint evidence
Potentially key fingerprint evidence is currently not being considered due to shortcomings in the way it is reported, according to a report published in the February issue of Significance, the magazine of the Royal Statistical Society and the American Statistical Association. Researchers involved in the study have devised a statistical model to enable the weight of fingerprint evidence to be quantified, paving the way for its full inclusion in the criminal identification process.
Fingerprints have been used for over a century as a way of identifying criminals. However, fingerprint evidence is not currently permitted to be reported in court unless examiners claim absolute certainty that a mark has been left by a particular suspect. This courtroom certainty is based purely on categorical personal opinion, formed through years of training and experience, but not on logic or scientific data. Less than certain fingerprint evidence is not reported at all, irrespective of the potential weight and relevance of this evidence in a case.
The paper highlights this subjectivity in current processes, calling for changes in the way such key evidence is allowed to be presented. According to Professor of Statistics Cedric Neumann, “It is unthinkable that such valuable evidence should not be reported, effectively hidden from courts on a regular basis. Such is the importance of this wealth of data, we have devised a reliable statistical model to enable the courts to evaluate fingerprint evidence within a framework similar to that which underpins DNA evidence.”
Neumann, from Pennsylvania State University, and his team devised and successfully tested a model for establishing the probability of a print belonging to a particular suspect. After mapping the finer points of detail on a “control print” and “crime scene print,” two hypotheses were then tested. The first test, to establish the probability that the crime scene print was made by the owner of the control print (the suspect), compared the control print with a range of other prints made by the suspect. The second test, to establish the probability that the crime scene print was made by someone other than the suspect, compared the crime scene print with a set of prints in a reference database. A likelihood ratio between the two probabilities was calculated; the higher the ratio indicating stronger evidence that the suspect was the source of the crime scene print.
“Current practice allows a state of certainty to be presented which is not justified scientifically, or supported by logical process or data,” says Neumann. “We believe that the examiner should not decide what evidence should or should not be presented. Our method allows all evidence to be supported by data, and reported according to a continuous scale.”