Matches in SemOpenAlex for { <https://semopenalex.org/work/W1569350354> ?p ?o ?g. }
Showing items 1 to 86 of
86
with 100 items per page.
- W1569350354 abstract "Classifying web queries into predefined target categories, also known as web query classification, is important to improve search relevance and online advertising. Web queries are however typically short, ambiguous and in constant flux. Moreover, target categories often lack standard taxonomies and precise semantic descriptions. These challenges make the web query classification task a non-trivial problem. In this paper, we present two complementary approaches for the web query classification task. First is the enrichment method that uses the World Wide Web (WWW) to enrich target categories and further models the web query classification as a search problem. Our second approach, the reductionist approach, works by reducing web queries to few central tokens. We evaluate the two approaches based on few thousands human labeled local and non-local web queries. From our study, we find the two approaches to be complementary to each other as the reductionist approach exhibits high precision but low recall, whereas the enrichment method exhibits high recall but low precision." @default.
- W1569350354 created "2016-06-24" @default.
- W1569350354 creator A5008544131 @default.
- W1569350354 creator A5028680526 @default.
- W1569350354 creator A5042251906 @default.
- W1569350354 creator A5061688400 @default.
- W1569350354 date "2011-01-01" @default.
- W1569350354 modified "2023-10-08" @default.
- W1569350354 title "Enrichment and Reductionism: Two Approaches for Web Query Classification" @default.
- W1569350354 cites W1995262888 @default.
- W1569350354 cites W1998548536 @default.
- W1569350354 cites W2000826169 @default.
- W1569350354 cites W2034927834 @default.
- W1569350354 cites W2041179002 @default.
- W1569350354 cites W2098876286 @default.
- W1569350354 cites W2128370045 @default.
- W1569350354 cites W2134606514 @default.
- W1569350354 cites W2162993204 @default.
- W1569350354 doi "https://doi.org/10.1007/978-3-642-24965-5_17" @default.
- W1569350354 hasPublicationYear "2011" @default.
- W1569350354 type Work @default.
- W1569350354 sameAs 1569350354 @default.
- W1569350354 citedByCount "3" @default.
- W1569350354 countsByYear W15693503542014 @default.
- W1569350354 countsByYear W15693503542015 @default.
- W1569350354 countsByYear W15693503542017 @default.
- W1569350354 crossrefType "book-chapter" @default.
- W1569350354 hasAuthorship W1569350354A5008544131 @default.
- W1569350354 hasAuthorship W1569350354A5028680526 @default.
- W1569350354 hasAuthorship W1569350354A5042251906 @default.
- W1569350354 hasAuthorship W1569350354A5061688400 @default.
- W1569350354 hasConcept C118689300 @default.
- W1569350354 hasConcept C136764020 @default.
- W1569350354 hasConcept C158154518 @default.
- W1569350354 hasConcept C162324750 @default.
- W1569350354 hasConcept C164120249 @default.
- W1569350354 hasConcept C17744445 @default.
- W1569350354 hasConcept C187736073 @default.
- W1569350354 hasConcept C199539241 @default.
- W1569350354 hasConcept C21959979 @default.
- W1569350354 hasConcept C23123220 @default.
- W1569350354 hasConcept C2780451532 @default.
- W1569350354 hasConcept C41008148 @default.
- W1569350354 hasConcept C97854310 @default.
- W1569350354 hasConcept C99016210 @default.
- W1569350354 hasConceptScore W1569350354C118689300 @default.
- W1569350354 hasConceptScore W1569350354C136764020 @default.
- W1569350354 hasConceptScore W1569350354C158154518 @default.
- W1569350354 hasConceptScore W1569350354C162324750 @default.
- W1569350354 hasConceptScore W1569350354C164120249 @default.
- W1569350354 hasConceptScore W1569350354C17744445 @default.
- W1569350354 hasConceptScore W1569350354C187736073 @default.
- W1569350354 hasConceptScore W1569350354C199539241 @default.
- W1569350354 hasConceptScore W1569350354C21959979 @default.
- W1569350354 hasConceptScore W1569350354C23123220 @default.
- W1569350354 hasConceptScore W1569350354C2780451532 @default.
- W1569350354 hasConceptScore W1569350354C41008148 @default.
- W1569350354 hasConceptScore W1569350354C97854310 @default.
- W1569350354 hasConceptScore W1569350354C99016210 @default.
- W1569350354 hasLocation W15693503541 @default.
- W1569350354 hasOpenAccess W1569350354 @default.
- W1569350354 hasPrimaryLocation W15693503541 @default.
- W1569350354 hasRelatedWork W14805933 @default.
- W1569350354 hasRelatedWork W1638567743 @default.
- W1569350354 hasRelatedWork W1975051470 @default.
- W1569350354 hasRelatedWork W197926473 @default.
- W1569350354 hasRelatedWork W1985492154 @default.
- W1569350354 hasRelatedWork W2009222634 @default.
- W1569350354 hasRelatedWork W2025356973 @default.
- W1569350354 hasRelatedWork W2039061163 @default.
- W1569350354 hasRelatedWork W2121300361 @default.
- W1569350354 hasRelatedWork W2250379186 @default.
- W1569350354 hasRelatedWork W2277820337 @default.
- W1569350354 hasRelatedWork W2336224400 @default.
- W1569350354 hasRelatedWork W2553515367 @default.
- W1569350354 hasRelatedWork W288791416 @default.
- W1569350354 hasRelatedWork W2950419672 @default.
- W1569350354 hasRelatedWork W2976562751 @default.
- W1569350354 hasRelatedWork W3016179808 @default.
- W1569350354 hasRelatedWork W3184275834 @default.
- W1569350354 hasRelatedWork W3208535787 @default.
- W1569350354 hasRelatedWork W635749513 @default.
- W1569350354 isParatext "false" @default.
- W1569350354 isRetracted "false" @default.
- W1569350354 magId "1569350354" @default.
- W1569350354 workType "book-chapter" @default.