Recommendation techniques in forensic data analysis: a new approach

Quintana González, Marcos and Uribe Mayoral, Silvia and Sánchez García, Faustino Ángel and Alvarez Garcia, Federico (2015). Recommendation techniques in forensic data analysis: a new approach. In: "6th International Conference on Imaging for Crime Prevention and Detection (ICDP-15)", 15/07/2015 - 17/07/2015, London, UK. pp. 1-5. https://doi.org/10.1049/ic.2015.0113.

Description

Title: Recommendation techniques in forensic data analysis: a new approach
Author/s:
  • Quintana González, Marcos
  • Uribe Mayoral, Silvia
  • Sánchez García, Faustino Ángel
  • Alvarez Garcia, Federico
Item Type: Presentation at Congress or Conference (Article)
Event Title: 6th International Conference on Imaging for Crime Prevention and Detection (ICDP-15)
Event Dates: 15/07/2015 - 17/07/2015
Event Location: London, UK
Title of Book: 6th International Conference on Imaging for Crime Prevention and Detection (ICDP-15)
Date: 2015
Subjects:
Freetext Keywords: Forensic analysis, recommendation, collaborative filtering, suspects, clues
Faculty: E.T.S.I. Telecomunicación (UPM)
Department: Señales, Sistemas y Radiocomunicaciones
Creative Commons Licenses: Recognition - No derivative works - Non commercial

Full text

[img]
Preview
PDF - Requires a PDF viewer, such as GSview, Xpdf or Adobe Acrobat Reader
Download (1MB) | Preview

Abstract

Data mining for digital forensic analysis is a branch of Computer Science focused on pattern extraction from largescale data which has been used to support analysts when trying to solve crimes. One of the most promising applications of data mining algorithms is to build recommendation systems, aiming to propose future directions to the investigation and to guide the analyst through the process. In this paper we propose a new approach, architecture and framework with the purpose of taking advantage of the recommender systems techniques to the forensic field and provide examples of their applicability to different use cases involving large scale collections of multimedia information related to a defined forensic case.

Funding Projects

TypeCodeAcronymLeaderTitle
FP7UnspecifiedLASIEUnspecifiedUnspecified

More information

Item ID: 42608
DC Identifier: http://oa.upm.es/42608/
OAI Identifier: oai:oa.upm.es:42608
DOI: 10.1049/ic.2015.0113
Deposited by: Memoria Investigacion
Deposited on: 16 Jul 2016 08:57
Last Modified: 16 Jul 2016 08:57
  • Logo InvestigaM (UPM)
  • Logo GEOUP4
  • Logo Open Access
  • Open Access
  • Logo Sherpa/Romeo
    Check whether the anglo-saxon journal in which you have published an article allows you to also publish it under open access.
  • Logo Dulcinea
    Check whether the spanish journal in which you have published an article allows you to also publish it under open access.
  • Logo de Recolecta
  • Logo del Observatorio I+D+i UPM
  • Logo de OpenCourseWare UPM