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- 801 creator ganesh-agarwal.
- 801 creator govind-kabra.
- 801 creator kevin-chang.
- 801 type InProceedings.
- 801 label "Towards Rich Query Interpretation: Back and Forth on Query Template Mining".
- 801 sameAs 801.
- 801 abstract "In this paper, we propose to mine templates from search engine query logs, with the goal of rich structured query interpretation. To begin with, we formalize the notion of templates as a sequence of keywords and domain attributes, instantiating many queries based on the instances of these domain attributes. We identify the key challenge in template discovery as the limited seed knowledge. Our solution bootstraps from small seed input to discover relevant query templates, by harnessing the wealth of information available in search logs. We model this information in a tri-partite inference network of queries, sites and templates—together forming the “QueST” network. We propose iterative probabilistic inferencing framework based on dual metrics of precision and recall. We have deployed and tested our algorithm over a real-world large-scale search log of 15 Million queries from the MSN search engine. We find the accuracy of our algorithm to be as much as 90% (on F measure), with very little seed input knowledge and even incomplete domain schema.".
- 801 hasAuthorList authorList.
- 801 isPartOf proceedings.
- 801 keyword "Query log".
- 801 keyword "click trail".
- 801 keyword "traffic data mining".
- 801 title "Towards Rich Query Interpretation: Back and Forth on Query Template Mining".