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Integrating relations and criminal background to identifying key individuals in crime networks
Indexado
WoS WOS:000596873100002
Scopus SCOPUS_ID:85092050769
DOI 10.1016/J.DSS.2020.113405
Año 2020
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



One of the most common methods used in the social network analysis of criminal groups is node importance evaluation, which focuses on the links between network members to identify likely crime suspects. Because such traditional node evaluators do not take full advantage of group members' individual criminal propensities, a new evaluator called the social network criminal suspect evaluator (SNCSE) is proposed. SNCSE incorporates members' individual criminal propensities into the node importance evaluation and employs a novel perspective based on concepts of human and social capital, an ego network structure, and an analogy between social interaction and field theory. SNCSE is applied to solve two real-world problems. Its effectiveness is compared with that of traditional evaluators. The results show that integrating criminal propensity into network analysis enables the more accurate identification of key suspects compared to alternative evaluators.

Revista



Revista ISSN
Decision Support Systems 0167-9236

Métricas Externas



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Disciplinas de Investigación



WOS
Computer Science, Information Systems
Computer Science, Artificial Intelligence
Operations Research & Management Science
Scopus
Information Systems
Developmental And Educational Psychology
Arts And Humanities (Miscellaneous)
Management Information Systems
Information Systems And Management
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 Troncoso, Fredy Hombre Universidad del Bío Bío - Chile
2 WEBER-HAAS, RICHARD Hombre Universidad de Chile - Chile

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Financiamiento



Fuente
Universidad de Chile
Universidad del Bío-Bío
Comisión Nacional de Investigación Científica y Tecnológica
Fondo de Fomento al Desarrollo Científico y Tecnológico
FONDEF Project
Ph.D. program in engineering systems at the Universidad de Chile
Santiago-based Complex Engineering Systems Institute
CONICYT Grant
Universidad del B?o
Macro Facultad de Ingeniería
Universidad del Bio-Bio by the Initiation Research Project
Santiagobased Complex Engineering Systems Institute (CONICYT PIA/BASAL)
Anillo project "Quantitative methods in security"

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Agradecimientos



Agradecimiento
The authors gratefully acknowledge the support of the Santiago-based Complex Engineering Systems Institute (CONICYT PIA/BASAL AFB180003), the Anillo projectACT87 ?Quantitative methods in security?, FONDEF project ID20I10230ANID and the Ph.D. program in Engineering Systems at the Universidad de Chile. The first author was the recipient of a CONICYT grant number 21120226 to pursue doctoral studies in Engineering Systems at the Universidad de Chile. The first author acknowledges the Criminal Analysis Unit of the Public Prosecutor's Office of Regi?n del Biob?o-Chile for the technical support and providing the dataset under a collaboration and internship agreement. The first author also acknowledges the financial support of Universidad del B?o-B?o by the Initiation Research Project2060204IF/I and Macro Facultad de Ingenier?a by the ProjectING 2030 I+D 20-34. The second author acknowledges financial support by FONDEF project ID16I10222 CONICYT.
The authors gratefully acknowledge the support of the Santiagobased Complex Engineering Systems Institute (CONICYT PIA/BASAL AFB180003), the Anillo projectACT87 "Quantitative methods in security", FONDEF project ID20I10230ANID and the Ph.D. program in Engineering Systems at the Universidad de Chile. The first author was the recipient of a CONICYT grant number 21120226 to pursue doctoral studies in Engineering Systems at the Universidad de Chile. The first author acknowledges the Criminal Analysis Unit of the Public Prosecutor's Office of Region del Biobio-Chile for the technical support and providing the dataset under a collaboration and internship agreement. The first author also acknowledges the financial support of Universidad del Bio-Bio by the Initiation Research Project2060204IF/I and Macro Facultad de Ingenieria by the ProjectING 2030 I+D 20-34. The second author acknowledges financial support by FONDEF project ID16I10222 CONICYT.

Muestra la fuente de financiamiento declarada en la publicación.