Abstract | ||
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Our objective in this paper is to determine the necessity of Word Sense Disambiguation in Information Retrieval tasks, according to user behaviour. We estimate and analyse the lexical ambiguity of queries in Cross-Language Image Retrieval (using search logs from a multilingual search interface for Flickr) and measure its correlation with search effectiveness. We show to what extent the lexical ambiguity of a query can influence the successful retrieval of an image in a multilingual framework. |
Year | DOI | Venue |
---|---|---|
2009 | 10.1007/978-3-642-15751-6_4 | CLEF (2) |
Keywords | Field | DocType |
search log,successful retrieval,information retrieval task,cross-language image,multilingual search interface,lexical ambiguity,user behaviour,word sense disambiguation,multilingual framework,search effectiveness,cross-language image retrieval,information retrieval,image retrieval | Cognitive models of information retrieval,Human–computer information retrieval,Information retrieval,Query expansion,Computer science,Image retrieval,Natural language processing,Artificial intelligence,Ambiguity,Concept search,Word-sense disambiguation,Visual Word | Conference |
Volume | ISSN | ISBN |
6242 | 0302-9743 | 3-642-15750-5 |
Citations | PageRank | References |
2 | 0.42 | 17 |
Authors | ||
5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Borja Navarro-Colorado | 1 | 43 | 8.35 |
Marcel Puchol-Blasco | 2 | 16 | 3.85 |
rafael m terol | 3 | 29 | 6.89 |
Sonia Vázquez | 4 | 17 | 3.40 |
Elena Lloret | 5 | 229 | 29.82 |