Dynamic Applications in Data Mining and User Context Modeling

yannis ioannidis n.w
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Explore the innovative applications of data mining, user context modeling, and information systems for behavior analysis, adaptation, and profile management. Discover the concept of elasticity in completion time reduction with increased resources.

  • Data Mining
  • User Context
  • Information Systems
  • Elasticity
  • Behavior Analysis

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Presentation Transcript


  1. Yannis Ioannidis MaDgIK Lab University of Athens & ATHENA Research Center

  2. Generic Platform Data mining Application Environment Profiling Path computations Link prediction Datalog + functions Behavior Pattern X-ction Text analytics Stream analytics Analysis Analysis Behavior Observations Interpretation Extension Similarity search Pattern recognition Dynamicity Adaptations Adaptations Application Adaptations Graph DBs User / Context modeling Profiles User/Context Model Spatiotemporal data Information Systems Systems & Applications Profile Selection Selection Information Info Systems Profile User/Context Model & Profile Management Adaptation

  3. likes ? likes 0.37 Avatar director actor matters 0.8matters 0.1 likes 0.3 J. Cameron likes 0.9 Mary Sigourney Weaver likes 0.9 trusts 0.9 Jane

  4. Elasticity: Speed of completion time reduction when more money is available Money Time

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