Abstract | ||
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We propose a simple yet effective approach to context sensitive synonym discovery for Web search queries based on co-click analysis; i.e., analyzing queries leading to clicking same documents. In addition to deriving word based synonyms, we also derive concept based synonyms with the help of query segmentation. Evaluation results show that this approach dramatically outperforms the thesaurus based synonym replacement method in keeping search intent, from accuracy of 40% to above 80%. |
Year | DOI | Venue |
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2009 | 10.1145/1645953.1646178 | CIKM |
Keywords | Field | DocType |
query segmentation,effective approach,evaluation result,search intent,web search,co-click analysis,context sensitive synonym discovery,derive concept,web search query,synonym replacement method | Data mining,Web search query,Information retrieval,Semantic search,Segmentation,Computer science,Synonym,Search intent | Conference |
Citations | PageRank | References |
16 | 0.64 | 8 |
Authors | ||
5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Xing Wei | 1 | 1141 | 60.87 |
Fuchun Peng | 2 | 1378 | 85.75 |
huihsin tseng b | 3 | 253 | 14.05 |
Yumao Lu | 4 | 159 | 8.14 |
Benoit Dumoulin | 5 | 60 | 3.99 |