DocumentCode :
563111
Title :
iSeS: Intelligent semantic search framework
Author :
Jayaratne, Madhura ; Haththotuwa, Isuru ; Arachchi, Charitha Dandeniya ; Perera, Shehan ; Fernando, Dilina ; Weerakoon, Sajith
Author_Institution :
Dept. of Comput. Sci. & Eng., Univ. of Moratuwa, Moratuwa, Sri Lanka
fYear :
2012
fDate :
23-25 May 2012
Firstpage :
1
Lastpage :
8
Abstract :
With vast amounts of data being produced, present world is overwhelmed with information and searching for appropriate content has turned out to be harder than ever before. Semantics, which typically focuses on the relationship between signifiers, such as words, phrases, signs and symbols, and what they stand for is now being used more and more in search engines to provide the user with more meaningful content. Further it is no more the case that users are interested in search results that the majority of users would agree to, but are more interested in results being personalized to them. In this research paper we present iSeS: Intelligent Semantic Search Framework, which is a search framework, a custom web site or an application can adapt. We focus on using underlying semantics of the content being indexed in providing more meaningful search results personalized to each user. We look into both latent semantic indexing and metadata extraction based methods for providing semantically rich search results. Collaborative filtering and how it is used to personalize search results is also explored in this paper.
Keywords :
Web sites; groupware; indexing; information filtering; search engines; Web site; collaborative filtering; intelligent semantic search framework; latent semantic indexing; metadata extraction; search engine; Collaboration; Filtering; Indexing; Resource description framework; Search engines; Semantics; Indexing; Latent Semantic Indexing; Metadata; Search; Semantics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Telematics and Information Systems (EATIS), 2012 6th Euro American Conference on
Conference_Location :
Valencia
Print_ISBN :
978-1-4503-1012-3
Type :
conf
Filename :
6218025
Link To Document :
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