Design and evaluation of a command recommendation system for software applications

@article{Li2011DesignAE,
  title={Design and evaluation of a command recommendation system for software applications},
  author={Wei Li and Justin Matejka and Tovi Grossman and Joseph A. Konstan and George W. Fitzmaurice},
  journal={ACM Trans. Comput.-Hum. Interact.},
  year={2011},
  volume={18},
  pages={6:1-6:35}
}
We examine the use of modern recommender system technology to aid command awareness in complex software applications. We first describe our adaptation of traditional recommender system algorithms to meet the unique requirements presented by the domain of software commands. A user study showed that our item-based collaborative filtering algorithm generates 2.1 times as many good suggestions as existing techniques. Motivated by these positive results, we propose a design space framework and its… CONTINUE READING
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