Context-Aware User Modeling Strategies for Journey Plan Recommendation

  • Codina V
  • Mena J
  • Oliva L
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Abstract

Popular journey planning systems, like Google Maps or Yahoo! Maps, usually ignore user’s preferences and context. This paper shows how we applied context-aware recommendation technologies in an existing journey planning mobile application to provide personalized and context-dependent recommendations to users. We describe two different strategies for context-aware user modeling in the journey planning domain. We present an extensive performance comparison of the proposed strategies by conducting a user-centric study in addition to a traditional offline evaluation method.

Author-supplied keywords

  • Context-awareness
  • Personalized journey planning
  • Recommender systems
  • User-centric evaluation

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Authors

  • Victor Codina

  • Jose Mena

  • Luis Oliva

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