An intelligent synthetic character for smartphone with Bayesian networks and behavior selection networks

Jong Won Yoon, Sung Bae Cho

Research output: Contribution to journalArticle

8 Citations (Scopus)

Abstract

As cell phones have become more common, personalized intelligent services in smartphones have become more highly desired. The mobile intelligent synthetic character is an example of one of these desired services. It is hard to apply an intelligent synthetic character to the smartphone environment because of its dynamism and complexity. This paper proposes a method for generating behaviors of a smart synthetic character that infers user contexts with Bayesian networks. In order to generate more realistic behaviors, the OCC model is utilized to create the character's emotion. Behaviors are produced through large-scale modular behavior networks with inferred contexts. A working progress is the mobile log collected with a Samsung SPH-M4650 smartphone that is used to verify the naturalness and flexibility of the generated behaviors.

Original languageEnglish
Pages (from-to)11284-11292
Number of pages9
JournalExpert Systems with Applications
Volume39
Issue number12
DOIs
Publication statusPublished - 2012 Sep 15

    Fingerprint

All Science Journal Classification (ASJC) codes

  • Engineering(all)
  • Computer Science Applications
  • Artificial Intelligence

Cite this