Streaming the web: Reasoning over dynamic data

A Margara, J Urbani, F Van Harmelen, H Bal - Journal of Web Semantics, 2014 - Elsevier
In the last few years a new research area, called stream reasoning, emerged to bridge the
gap between reasoning and stream processing. While current reasoning approaches are …

The Incredible ELK: From Polynomial Procedures to Efficient Reasoning with ℰ ℒ Ontologies

Y Kazakov, M Krötzsch, F Simančík - Journal of automated reasoning, 2014 - Springer
Abstract ℰ ℒ EL is a simple tractable Description Logic that features conjunctions and
existential restrictions. Due to its favorable computational properties and relevance to …

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 …

WebPIE: A web-scale parallel inference engine using MapReduce

J Urbani, S Kotoulas, J Maassen… - Journal of Web …, 2012 - Elsevier
The large amount of Semantic Web data and its fast growth pose a significant computational
challenge in performing efficient and scalable reasoning. On a large scale, the resources of …

OWL reasoning with WebPIE: calculating the closure of 100 billion triples

J Urbani, S Kotoulas, J Maassen… - The Semantic Web …, 2010 - Springer
In previous work we have shown that the MapReduce framework for distributed computation
can be deployed for highly scalable inference over RDF graphs under the RDF Schema …

Concurrent classification of Ontologies

Y Kazakov, M Krötzsch, F Simančík - International Semantic Web …, 2011 - Springer
We describe an optimised consequence-based procedure for classification of ontologies
expressed in a polynomial fragment ELH_R^+ of the OWL 2 EL profile. A distinguishing …

OWL 2 profiles: An introduction to lightweight ontology languages

M Krötzsch - Reasoning Web International Summer School, 2012 - Springer
This chapter gives an extended introduction to the lightweight profiles OWL EL, OWL QL,
and OWL RL of the Web Ontology Language OWL. The three ontology language standards …

FiDoop-DP: data partitioning in frequent itemset mining on hadoop clusters

Y Xun, J Zhang, X Qin, X Zhao - IEEE Transactions on parallel …, 2016 - ieeexplore.ieee.org
Traditional parallel algorithms for mining frequent itemsets aim to balance load by equally
partitioning data among a group of computing nodes. We start this study by discovering a …

[PDF][PDF] A load balancing model using firefly algorithm in cloud computing

AP Florence, V Shanthi - Journal of Computer Science, 2014 - Citeseer
Cloud computing is a model that points at streamlining the on-demand provisioning of
software, hardware and data as services and providing end-users with flexible and scalable …

Robust and scalable linked data reasoning incorporating provenance and trust annotations

PA Bonatti, A Hogan, A Polleres, L Sauro - Journal of Web Semantics, 2011 - Elsevier
In this paper, we leverage annotated logic programs for tracking indicators of provenance
and trust during reasoning, specifically focussing on the use-case of applying a scalable …