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    » Principles of Lifelong Learning for Predictive User Modeling
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    HCI
    2007
    220views Human Computer Interaction» more  HCI 2007»
    Learning Topologies of Situated Public Displays by Observing Implicit User Interactions
    13 years 10 months ago
    Learning Topologies of Situated Public Displays by Observing Implicit User Interactions
    Download  luci.ics.uci.edu
    In this paper we present a procedure to learn a topological model of Situated Public Displays from data of people traveling between these displays. This model encompasses the dista...
    Hans Jörg Müller, Antonio Krüger
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    AIIDE
    2006
    107views Artificial Intelligence» more  AIIDE 2006»
    Predicting User Physiological Response for Interactive Environments: An Inductive Approach
    13 years 10 months ago
    Predicting User Physiological Response for Interactive Environments: An Inductive Approach
    Download  research.csc.ncsu.edu
    Affective reasoning holds great potential for interactive digital entertainment, education, and training. Incorporating affective reasoning into the decision-making capabilities o...
    Scott W. McQuiggan, Sunyoung Lee, James C. Lester
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    CHI
    2009
    ACM
    215views Human Computer Interaction» more  CHI 2009»
    Learning to predict information needs: context-aware display as a cognitive aid and an assessment tool
    14 years 9 months ago
    Learning to predict information needs: context-aware display as a cognitive aid and an assessment tool
    Download  love.psy.utexas.edu
    We discuss the problem of assessing and aiding user performance in dynamic tasks that require rapid selection among multiple information sources. Motivated by research in human se...
    Bradley C. Love, Matt Jones, Marc T. Tomlinson, Mi...
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    KDD
    2012
    ACM
    254views Data Mining» more  KDD 2012»
    Playlist prediction via metric embedding
    11 years 11 months ago
    Playlist prediction via metric embedding
    Download  www.cs.cornell.edu
    Digital storage of personal music collections and cloud-based music services (e.g. Pandora, Spotify) have fundamentally changed how music is consumed. In particular, automatically...
    Shuo Chen, Josh L. Moore, Douglas Turnbull, Thorst...
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    ICML
    2009
    IEEE
    174views Machine Learning» more  ICML 2009»
    MedLDA: maximum margin supervised topic models for regression and classification
    14 years 9 months ago
    MedLDA: maximum margin supervised topic models for regression and classification
    Download  www.cs.cmu.edu
    Supervised topic models utilize document's side information for discovering predictive low dimensional representations of documents; and existing models apply likelihoodbased...
    Jun Zhu, Amr Ahmed, Eric P. Xing
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