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A Mobile Query Service for Integrated Access to Large Numbers of Online Semantic Web Data Sources

32 Pages Posted: 23 Jun 2018 First Look: Accepted

Abstract

From the Semantic Web’s inception, a number of concurrent initiatives have given rise to multiple segments: large semantic datasets, exposed by query endpoints; online Semantic Web documents, in the form of RDF files; and semantically annotated web content (e.g., using RDFa), semantic sources in their own right. In various mobile application scenarios, online semantic data has proven to be useful. While query endpoints are most commonly exploited, they are mainly useful to expose large semantic datasets. Alternatively, mobile RDF stores are utilized to query local semantic data, but this requires the design-time identification & replication of relevant data. Instead, we present a mobile query service that supports on the-fly and integrated querying of semantic data, originating from a largely unused portion of the Semantic Web, comprising online RDF files and semantics embedded in annotated webpages. To that end, our solution performs dynamic identification, retrieval and caching of query-relevant semantic data. We explore several data identification and caching alternatives, and investigate the utility of source metadata in optimizing these tasks. Further, we introduce a novel cache replacement strategy, fine tuned to the described query dataset, and include explicit support for the Open World Assumption. An extensive experimental validation evaluates the query service and its alternative components.

Keywords: mobile computing, data integration, data indexing, data caching, cache replacement, open world assumption

Suggested Citation

Van Woensel, William and Casteleyn, Sven, A Mobile Query Service for Integrated Access to Large Numbers of Online Semantic Web Data Sources (2016). Journal of Web Semantics First Look. Available at SSRN: https://ssrn.com/abstract=3199220 or http://dx.doi.org/10.2139/ssrn.3199220

William Van Woensel (Contact Author)

Dalhousie University ( email )

6225 University Avenue
Halifax, Nova Scotia B3H 4H7
Canada

Sven Casteleyn

Jaume I University ( email )

Av. de Vicent Sos Baynat, s/n
Castellón, Castellón de la Plana 12071
Spain

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