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Publications [#235551] of Pankaj K. Agarwal

Papers Published

  1. Yu, A; Agarwal, PK; Yang, J, Processing a large number of continuous preference top-k queries, Proceedings / ACM-SIGMOD International Conference on Management of Data. ACM-Sigmod International Conference on Management of Data (2012), pp. 397-408, ISSN 0730-8078 [doi]
    (last updated on 2017/12/15)

    Abstract:
    Given a set of objects, each with multiple numeric attributes, a (preference) top-k query retrieves the k objects with the highest scores according to a user preference, defined as a linear combination of attribute values. We consider the problem of processing a large number of continuous top-k queries, each with its own preference. When objects or user preferences change, the query results must be updated. We present a dynamic index that supports the reverse top k query, which is of independent interest. Combining this index with another one for top-k queries, we develop a scalable solution for processing many continuous top-k queries that exploits the clusteredness in user preferences. We also define an approximate version of the problem and present a solution significantly more efficient than the exact one with little loss in accuracy. © 2012 ACM.

 

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