Skip navigation
  •  Inicio
  • UDC 
    • Cómo depositar
    • Políticas do RUC
    • FAQ
    • Dereitos de Autor
    • Máis información en INFOguías UDC
  • Percorrer 
    • Comunidades
    • Buscar por:
    • Data de publicación
    • Autor
    • Título
    • Materia
  • Axuda
    • español
    • Gallegan
    • English
  • Acceder
  •  Galego 
    • Español
    • Galego
    • English
  
Ver ítem 
  •   RUC
  • Facultade de Informática
  • Investigación (FIC)
  • Ver ítem
  •   RUC
  • Facultade de Informática
  • Investigación (FIC)
  • Ver ítem
JavaScript is disabled for your browser. Some features of this site may not work without it.

A Recommender System Based on Cohorts’ Similarity

Thumbnail
Ver/abrir
Pazos_Alejandro_2020_Recommender_System_Based_Cohorts_Similarity.pdf (142.2Kb)
Use este enlace para citar
http://hdl.handle.net/2183/25936
Atribución-NoComercial 4.0 España
A non ser que se indique outra cousa, a licenza do ítem descríbese como Atribución-NoComercial 4.0 España
Coleccións
  • Investigación (FIC) [1723]
Metadatos
Mostrar o rexistro completo do ítem
Título
A Recommender System Based on Cohorts’ Similarity
Autor(es)
Almeida, João Rafael
Monteiro, Eriksson
Silva, Luís Bastião
Pazos, A.
Oliveira, José Luís
Data
2020-06-16
Cita bibliográfica
Almeida JR, Monteiro E, Silva LB, Pazos A, Oliveira JL. A Recommender System Based on Cohorts’ Similarity: 2020; 270:1183-1184
Resumo
[Abstract] Aiming to better understand the genetic and environmental associations of Alzheimer's disease, many clinical trials and scientific studies have been conducted. However, these studies are often based on a small number of participants. To address this limitation, there is an increasing demand of multi-cohorts studies, which can provide higher statistical power and clinical evidence. However, this data integration implies dealing with the diversity of cohorts structures and the wide variability of concepts. Moreover, discovering similar cohorts to extend a running study is typically a demanding task. In this paper, we present a recommendation system to allow finding similar cohorts based on profile interests. The method uses collaborative filtering mixed with context-based retrieval techniques to find relevant cohorts on scientific literature about Alzheimer's diseases. The method was validated in a set of 62 cohorts.
Palabras chave
Alzheimer cohorts
Cohort catalogue
Recommendation systems
 
Versión do editor
https://doi.org/10.3233/SHTI200353
Dereitos
Atribución-NoComercial 4.0 España
ISSN
18798365

Listar

Todo RUCComunidades e colecciónsPor data de publicaciónAutoresTítulosMateriasGrupo de InvestigaciónTitulaciónEsta colecciónPor data de publicaciónAutoresTítulosMateriasGrupo de InvestigaciónTitulación

A miña conta

AccederRexistro

Estatísticas

Ver Estatísticas de uso
Sherpa
OpenArchives
OAIster
Scholar Google
UNIVERSIDADE DA CORUÑA. Servizo de Biblioteca.    DSpace Software Copyright © 2002-2013 Duraspace - Suxestións