Moving towards Adaptive Search in Digital Libraries
Identifieur interne : 000662 ( Main/Exploration ); précédent : 000661; suivant : 000663Moving towards Adaptive Search in Digital Libraries
Auteurs : Udo Kruschwitz [Royaume-Uni] ; M-Dyaa Albakour [Royaume-Uni] ; Jinzhong Niu [Royaume-Uni] ; Johannes Leveling [Irlande (pays)] ; Nikolaos Nanas [Grèce] ; Yunhyong Kim [Royaume-Uni] ; Dawei Song [Royaume-Uni] ; Maria Fasli [Royaume-Uni] ; Anne De Roeck [Royaume-Uni]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2011.
Abstract
Abstract: Search applications have become very popular over the last two decades, one of the main drivers being the advent of the Web. Nevertheless, searching on the Web is very different to searching on smaller, often more structured collections such as digital libraries, local Web sites, and intranets. One way of helping the searcher locating the right information for a specific information need in such a collection is by providing well-structured domain knowledge to assist query modification and navigation. There are two main challenges which we will both address in this chapter: acquiring the domain knowledge and adapting it automatically to the specific interests of the user community. We will outline how in digital libraries a domain model can automatically be acquired using search engine query logs and how it can be continuously updated using methods resembling ant colony behaviour.
Url:
DOI: 10.1007/978-3-642-23160-5_4
Affiliations:
Links toward previous steps (curation, corpus...)
- to stream Istex, to step Corpus: 000700
- to stream Istex, to step Curation: 000556
- to stream Istex, to step Checkpoint: 000229
- to stream Main, to step Merge: 000665
- to stream Main, to step Curation: 000662
Le document en format XML
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<front><div type="abstract" xml:lang="en">Abstract: Search applications have become very popular over the last two decades, one of the main drivers being the advent of the Web. Nevertheless, searching on the Web is very different to searching on smaller, often more structured collections such as digital libraries, local Web sites, and intranets. One way of helping the searcher locating the right information for a specific information need in such a collection is by providing well-structured domain knowledge to assist query modification and navigation. There are two main challenges which we will both address in this chapter: acquiring the domain knowledge and adapting it automatically to the specific interests of the user community. We will outline how in digital libraries a domain model can automatically be acquired using search engine query logs and how it can be continuously updated using methods resembling ant colony behaviour.</div>
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