• Mi Re-Unir
    Búsqueda Avanzada
    JavaScript is disabled for your browser. Some features of this site may not work without it.
    Ver ítem 
    •   Inicio
    • UNIR REVISTAS
    • Revista IJIMAI
    • 2016
    • vol. 3, nº 6, march 2016
    • Ver ítem
    •   Inicio
    • UNIR REVISTAS
    • Revista IJIMAI
    • 2016
    • vol. 3, nº 6, march 2016
    • Ver ítem

    Real-Time Prediction of Gamers Behavior Using Variable Order Markov and Big Data Technology: A Case of Study

    Autor: 
    Baldominos, Alejandro
    Albacete, Esperanza
    Marrero, Ignacio
    Saez, Yago
    Fecha: 
    03/2016
    Palabra clave: 
    user behavior; prediction; variable-order markov; big data; real time; IJIMAI
    Tipo de Ítem: 
    Articulo Revista Indexada
    URI: 
    https://reunir.unir.net/handle/123456789/11165
    Dirección web: 
    https://ijimai.org/journal/bibcite/reference/2537
    Open Access
    Resumen:
    This paper presents the results and conclusions found when predicting the behavior of gamers in commercial videogames datasets. In particular, it uses Variable-Order Markov (VOM) to build a probabilistic model that is able to use the historic behavior of gamers and to infer what will be their next actions. Being able to predict with accuracy the next user’s actions can be of special interest to learn from the behavior of gamers, to make them more engaged and to reduce churn rate. In order to support a big volume and velocity of data, the system is built on top of the Hadoop ecosystem, using HBase for real-time processing; and the prediction tool is provided as a service (SaaS) and accessible through a RESTful API. The prediction system is evaluated using a case of study with two commercial videogames, attaining promising results with high prediction accuracies.
    Mostrar el registro completo del ítem
    Ficheros en el ítem
    icon
    Nombre: ijimai20163_6_7_pdf_23096.pdf
    Tamaño: 1.545Mb
    Formato: application/pdf
    Ver/Abrir
    Este ítem aparece en la(s) siguiente(s) colección(es)
    • vol. 3, nº 6, march 2016

    Estadísticas de uso

    Año
    2012
    2013
    2014
    2015
    2016
    2017
    2018
    2019
    2020
    2021
    Vistas
    0
    0
    0
    0
    0
    0
    0
    0
    0
    14
    Descargas
    0
    0
    0
    0
    0
    0
    0
    0
    0
    25

    Ítems relacionados

    Mostrando ítems relacionados por Título, autor o materia.

    • Determinantes de la información sostenible divulgada por las empresas de electricidad: un estudio internacional 

      Sáez Martín, Alejandro; Haro De Rosario, Arturo; Caba Pérez, María Del Carmen; Benítez Sánchez, María Nieves (RETOS: Revista de Ciencias de la Administracion Economica, 01/2014)
      El objetivo del artículo es examinar los factores que afectan a la información voluntaria suministrada por las organizaciones del sector eléctrico en sus memorias de sostenibilidad. La metodología utilizada consiste en ...
    • Objective memory as an indicator of functional impairment in native Spanish-speaking patients with HIV infection 

      García-Torres, Amalia; González-Andrade, Alejandro (1); Fernández-Muñóz, Juan José; Pérez-García, Miguel; Vergara-Moragues, Esperanza (1) (AIDS Care - Psychological and Socio-Medical Aspects of AIDS/HIV, 02/12/2019)
      Objective memory is one of the most affected cognitive areas in patients with HIV and perhaps one of the best predictors of daily functioning problems. Its relationship with biological markers, mood symptoms, and cognitive ...
    • Physical activity and pediatric cancer survivorship 

      San Juan, Alejandro F (1); Wolin, Kathleen; Lucía, Alejandro (Recent Results in Cancer Research, 2011)
      Owing to improved treatment pro-tocols in the last 25 years there have been dramatic improvements in the 5-year relative survival rate of the most prevalent childhood cancers. For instance, the 5-year relative survival ...

    Mi cuenta

    AccederRegistrar

    ¿necesitas ayuda?

    Manual de UsuarioAutorización TFG-M

    Listar

    todo Re-UnirComunidades y coleccionesPor fecha de publicaciónAutoresTítulosPalabras claveTipo documentoTipo de accesoEsta colecciónPor fecha de publicaciónAutoresTítulosPalabras claveTipo documentoTipo de acceso






    Aviso Legal Política de Privacidad Política de Cookies Cláusulas legales RGPD
    © UNIR - Universidad Internacional de La Rioja
     
    Aviso Legal Política de Privacidad Política de Cookies Cláusulas legales RGPD
    © UNIR - Universidad Internacional de La Rioja