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  •   Smart Phone

    1. Motivation

    Why intelligent interaction on mobile device?

    • Everyone has one or more mobile device
    • It contains many useful private information
    • Relatively small screen size, difficult input interface, and limited computational power
    • Increase of multimedia data (photo, mp3, movie files) on the mobile device

    The goals of this research are as follows.

    • Developing synthetic characters for mobile devices
    • Prediction of users' behavior based on the information on the mobile device (call logs, location, short message, etc)
    • Context-awareness on mobile device
    • Efficient summarization and searching of multimedia data on the mobile device
       
    2. Proposed Methods
    • Developing software for gathering information on the mobile device
    • Estimation of high-level context from the low-level sources using probabilistic models (Bayesian networks)
    • Detection of chances and keys from huge information using key graph and Bayesian networks
    • Reorganization of personal experience and multimedia data for efficient search (semantic search) using semantic network
    • Prediction of user's future location using recurrent Self-organizing map and Markov model
    • Behavior generation of synthetic characters on the phone using behavior network and rule-based action selection
    • Implementation on real PDA devices

    Figure 1. Proposed architecture for synthetic characters on mobile device

     

    3. Experimental Results
    • Demonstration of synthetic characters [mpeg1]
    • Demonstration of location-aware service [mpeg2]

     

    Figure 2. Bayesian networks for inference of emotional status, business and closeness between two persons

     

    4. Publications
    [1]  S.-J. Han, and S.-B. Cho, "Putting together AI techniques for personal assistants inside smartphone," Int. Journal of Hybrid Intelligent Systems, 2005.

    [2] S.-J. Han, and S.-B. Cho, "Synthetic character with Bayesian network and behavior network for intelligent smartphone," Lecture Notes in Computer Science, 2005.

    [3] S.-B. Cho, "Developing intelligent assistants in digital convergence," 2005 US-Korea Conference on Science, Technology and Entrepreneurship, 2005.

    [4] S.-B. Cho, "Intelligent personal assistant for natural interface to smartphone," Plenary Talk at Human and Computers, 2004.

    [5] S.-B. Cho, "Hybrid intelligent techniques for intelligent personal assistant in digital convergence," Plenary Talk at Hybrid Intelligent Systems, 2004.


      Last update : 2015.04.06 @ Softcomputing lab info : webmaster at sclab.yonsei.ac.kr

      Soft Computing Laboratory,Dept. of Computer Science, Yonsei University,
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