DocumentCode :
1815128
Title :
Enhancing information retrieval and resource discovery from data using the Semantic Web
Author :
Jordanous, Anna
Author_Institution :
Sch. of Comput., Univ. of Kent - Medway, Chatham, UK
fYear :
2015
fDate :
6-8 Jan. 2015
Firstpage :
105
Lastpage :
110
Abstract :
Data are everywhere. Often the sheer quantities of data that is stored or archived in repositories or digital libraries make it difficult to navigate data; information in the data is obscured, particularly where we have Big Data. Traditionally, we record metadata on our data items to assist data classification and some information retrieval. The Semantic Web enables us to further unlock and enrich our data, by exploring how different data are related or connected. Using ontologies and Linked Data we can declare, navigate and discover semantic relationships. Relationships exist both locally, within the data, and globally, such that we can enhance our data with information retrieved from a wider context. To illustrate how the application of Semantic Web technologies aids data discovery and information retrieval, I discuss two case studies: (1) Sharing Ancient Wisdoms (SAWS), a Dynamic Library of information on selected ancient wisdom literature; and (2) the DEFRA DTC archive, a repository of data about freshwater quality in the UK.
Keywords :
Big Data; data mining; information resources; information retrieval; ontologies (artificial intelligence); pattern classification; semantic Web; Big Data; DEFRA DTC archive; Linked Data; SAWS; data classification; data discovery; digital libraries; dynamic library; freshwater quality; information resource discovery; information retrieval; ontologies; semantic Web; semantic relationships; sharing ancient wisdoms; Libraries; Ontologies; Resource description framework; Semantics; Surface acoustic waves; Vocabulary; data repositories; digital libraries; information retrieval and discovery; linked data; ontologies; semantic web;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Emerging Trends and Technologies in Libraries and Information Services (ETTLIS), 2015 4th International Symposium on
Conference_Location :
Noida
Print_ISBN :
978-1-4799-7999-8
Type :
conf
DOI :
10.1109/ETTLIS.2015.7048181
Filename :
7048181
Link To Document :
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