Complete This Puzzle: A Connectionist Approach to Accurate Web Recommendations Based on a Committee of Predictors

  title={Complete This Puzzle: A Connectionist Approach to Accurate Web Recommendations Based on a Committee of Predictors},
  author={Olfa Nasraoui and Mrudula Pavuluri},
We present a Context Ultra-Sensitive Approach based on two-step Recommender systems (CUSA-2-step-Rec). Our approach relies on a committee of profile-specific neural networks. This approach provides recommendations that are accurate and fast to train because only the URLs relevant to a specific profile are used to define the architecture of each network. Similar to the task of completing the missing pieces of a puzzle, each neural network is trained to predict the missing URLs of several… CONTINUE READING
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