• DocumentCode
    1172748
  • Title

    Intelligent virtual agents for contact center automation

  • Author

    Gilbert, Mazin ; Wilpon, Jay G. ; Stern, Benjamin ; Fabbrizio, Giuseppe Di

  • Volume
    22
  • Issue
    5
  • fYear
    2005
  • Firstpage
    32
  • Lastpage
    41
  • Abstract
    The explosion of multimedia data, the continuous growth in computing power, and advances in machine learning and speech and natural language processing are making it possible to create a new breed of virtual intelligent agents capable of performing sophisticated and complex tasks that are radically transforming contact centers. These virtual agents are enabling ubiquitous and personalized access to communication services from anywhere. They ultimately provide a vehicle to fully automate eContact services without agent personnel. They are not limited to multimodal, multimedia, and multilingual capabilities, but also possess learning and data-mining capabilities to enable them to scale and self-maintain as well as extract and report on business intelligence. AT&T VoiceTone is a subset of this eContact revolution focused on creating this new wave of intelligent communication services.
  • Keywords
    call centres; data mining; intelligent networks; learning (artificial intelligence); man-machine systems; multi-agent systems; natural languages; office automation; speech processing; user interfaces; AT&T VoiceTone; business intelligence; contact center automation; data-mining capabilities; eContact services; intelligent communication services; intelligent virtual agents; learning capabilities; machine learning; multimedia data; natural language processing; speech processing; Automation; Explosions; Intelligent agent; Learning systems; Machine learning; Multimedia computing; Natural language processing; Pervasive computing; Speech processing; Vehicles;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Magazine, IEEE
  • Publisher
    ieee
  • ISSN
    1053-5888
  • Type

    jour

  • DOI
    10.1109/MSP.2005.1511822
  • Filename
    1511822