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Breaking through the syntax barrier : searching with entities and relations

DSpace at IIT Bombay

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Title Breaking through the syntax barrier : searching with entities and relations
 
Creator CHAKRABARTI, S
 
Description The next wave in search technology will be driven by the identification, extraction, and exploitation of real-world entities represented in unstructured textual sources. Search systems will either let users express information needs naturally and analyze them more intelligently, or allow simple enhancements that add more user control on the search process. The data model will exploit graph structure where available, but not impose structure by fiat. First generation Web search, which uses graph information at the macroscopic level of inter-page hyperlinks, will be enhanced to use fine-grained graph models involving page regions, tables, sentences, phrases, and real-world-entities. New algorithms will combine probabilistic evidence from diverse features to produce responses that are not URLs or pages, but entities and their relationships, or explanations of how multiple entities are related.
 
Publisher SPRINGER-VERLAG BERLIN
 
Date 2011-10-23T15:54:17Z
2011-12-15T09:11:13Z
2011-10-23T15:54:17Z
2011-12-15T09:11:13Z
2004
 
Type Article; Proceedings Paper
 
Identifier KNOWLEDGE DISCOVERY IN DATABASES: PKDD 2004, PROCEEDINGS,3202,9-16
3-540-23108-0
0302-9743
http://dspace.library.iitb.ac.in/xmlui/handle/10054/15169
http://hdl.handle.net/100/1932
 
Source 15th European Conference on Machine Learning/8th European Conference on Principles and Practice of Knowledge Discovery in Databases,Pisa, ITALY,SEP 20-24, 2004
 
Language English