Marshalling situation-based evidence in identity cases

Sloan, Emma; McDaniel, Marguerite; Nick, William; Mayes, James; Esterline, Albert

doi:10.1109/secon.2017.7925318

Cited by 3 publications

(1 citation statement)

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“…The structure of a case allows us to apply DST in a novel way [11], [12]. Think of the representation of a case (per our ontologies) as a network containing situations and stitched together by objects (e.g., a fingerprint is taken in one situation and used in a match in another).…”

Section: Evidence: Dempster-shafer Theorymentioning

confidence: 99%

A Computational Framework for Identity Based on Situation Theory

Mason

Kyei

Long

et al. 2018

ISASE

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This paper presents a computational framework for identity (initially about the culprit in a crime scene) based on Barwise's situation theory. Situations support information and can carry information about other situations. An utterance situation carries information about a described situation thanks to the constraints imposed by natural language. We are concerned with utterance situations in which identity judgments are made about the culprit in a crime scene, which is the corresponding described situation. The id-situation and crime scene along with various resource situations make up a case in the legal sense. We have developed OWL ontologies to provide concepts and principled vocabularies for encoding our scenarios in RDF, and we present an example of a SPARQL query of one of our encodings that spans situations. To follow how evidence supports hypotheses on the identity of the culprit in a crime scene, we use Dempster-Shafer theory. We tightly integrate it with our ontologies by having the representation of a case per our ontologies present a network containing situations and stitched together by objects; evidence "flows" along this network, diminishing and combining. We review the modifications of Dempster-Shafer theory required when one goes from a closed-world assumption to an open-world assumption. We review our plans regarding equational reasoning based on identities established in our id-cases, and we review the related issues regarding the meanings of URIs.

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Section: Evidence: Dempster-shafer Theorymentioning

confidence: 99%