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- 268 creator alon-halevy.
- 268 creator eldar-sadikov.
- 268 creator jayant-madhavan.
- 268 creator lu-wang.
- 268 type InProceedings.
- 268 label "Clustering Query Refinements by User Intent".
- 268 sameAs 268.
- 268 abstract "We address the problem of clustering the refinements of a user search query. The clusters computed by our proposed algorithm can be used to improve the selection and placement of the query suggestions proposed by a search engine, and can also serve to summarize the different aspects of information relevant to the original user query. Our algorithm clusters refinements based on their likely underlying user intents by combining document click and session co-occurrence information. At its core, our algorithm operates by performing multiple random walks on a Markov graph that approximates user search behavior. A user study performed on top search engine queries shows that our clusters are rated better than corresponding clusters computed using approaches that use only document click or only sessions co-occurrence information.".
- 268 hasAuthorList authorList.
- 268 isPartOf proceedings.
- 268 keyword "User models".
- 268 keyword "click logs".
- 268 keyword "personalization".
- 268 keyword "query logs".
- 268 title "Clustering Query Refinements by User Intent".