Understandable big data: a survey

CK Emani, N Cullot, C Nicolle - Computer science review, 2015 - Elsevier
This survey presents the concept of Big Data. Firstly, a definition and the features of Big Data
are given. Secondly, the different steps for Big Data data processing and the main problems …

[图书][B] Knowledge graphs

D Fensel, U Simsek, K Angele, E Huaman, E Kärle… - 2020 - Springer
Smart speakers such as Alexa and Google Home introduced Artificial Intelligence (AI) in
millions soon billions of households, making AI an everyday experience. We can now look …

Paris: Probabilistic alignment of relations, instances, and schema

FM Suchanek, S Abiteboul, P Senellart - arXiv preprint arXiv:1111.7164, 2011 - arxiv.org
One of the main challenges that the Semantic Web faces is the integration of a growing
number of independently designed ontologies. In this work, we present PARIS, an approach …

An empirical survey of linked data conformance

A Hogan, J Umbrich, A Harth, R Cyganiak… - Journal of Web …, 2012 - Elsevier
There has been a recent, tangible growth in RDF published on the Web in accordance with
the Linked Data principles and best practices, the result of which has been dubbed the “Web …

Searching and browsing linked data with swse: The semantic web search engine

A Hogan, A Harth, J Umbrich, S Kinsella… - Journal of web …, 2011 - Elsevier
In this paper, we discuss the architecture and implementation of the Semantic Web Search
Engine (SWSE). Following traditional search engine architecture, SWSE consists of …

YARS2: A federated repository for querying graph structured data from the web

A Harth, J Umbrich, A Hogan, S Decker - International Semantic Web …, 2007 - Springer
We present the architecture of an end-to-end semantic search engine that uses a graph data
model to enable interactive query answering over structured and interlinked data collected …

Sig. ma: Live views on the web of data

G Tummarello, R Cyganiak, M Catasta… - Proceedings of the 19th …, 2010 - dl.acm.org
We demonstrate Sig. ma, both a service and an end user application to access the Web of
Data as an integrated information space. Sig. ma uses an holistic approach in which large …

A self-training approach for resolving object coreference on the semantic web

W Hu, J Chen, Y Qu - Proceedings of the 20th international conference …, 2011 - dl.acm.org
An object on the Semantic Web is likely to be denoted with multiple URIs by different parties.
Object coreference resolution is to identify" equivalent" URIs that denote the same object …

Scalable and distributed methods for entity matching, consolidation and disambiguation over linked data corpora

A Hogan, A Zimmermann, J Umbrich, A Polleres… - Journal of Web …, 2012 - Elsevier
With respect to large-scale, static, Linked Data corpora, in this paper we discuss scalable
and distributed methods for entity consolidation (aka. smushing, entity resolution, object …

[PDF][PDF] Rdf-ai: an architecture for rdf datasets matching, fusion and interlink

F Scharffe, Y Liu, C Zhou - Proc. IJCAI 2009 workshop on Identity …, 2009 - academia.edu
With the recent publication of large quantities of RDF data, the Semantic Web now allows
concrete applications to be developed. Multiple datasets are effectively published according …