Enhancing personalized search by mining and modeling task behavior

  title={Enhancing personalized search by mining and modeling task behavior},
  author={Ryen W. White and Wei Chu and Ahmed Hassan Awadallah and Xiaodong He and Yang Song and Hongning Wang},
Personalized search systems tailor search results to the current user intent using historic search interactions. This relies on being able to find pertinent information in that user's search history, which can be challenging for unseen queries and for new search scenarios. Building richer models of users' current and historic search tasks can help improve the likelihood of finding relevant content and enhance the relevance and coverage of personalization methods. The task-based approach can be… CONTINUE READING
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