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The 2012 international workshop on web-scale knowledge representation, retrieval, and reasoning

Spyros Kotoulas, Yi Zeng, Zhisheng Huang
2012 Proceedings of the 21st ACM international conference on Information and knowledge management - CIKM '12  
Acknowledgments The organizers of the Web-KR 2012 workshop would like to thank all the PC members for their continuous support on the workshop.  ...  , and Knowledge Management, etc.) to disseminate and discuss research topics and results related to Web-scale knowledge representation, retrieval and reasoning.  ...  backward chained reasoning for semantic Web data [9] .  ... 
doi:10.1145/2396761.2398755 dblp:conf/cikm/KotoulasZH12 fatcat:45pgc2krezfhxfforifxpzgfxa

Introducing a New Scalable Data-as-a-Service Cloud Platform for Enriching Traditional Text Mining Techniques by Integrating Ontology Modelling and Natural Language Processing [chapter]

Alexey Cheptsov, Axel Tenschert, Paul Schmidt, Birte Glimm, Mauricio Matthesius, Thorsten Liebig
2014 Lecture Notes in Computer Science  
The technique is inherently designed with parallelism in mind, which allows for high performance on large-scale Cloud computing infrastructures.  ...  The major challenge is the size, structural complexity, and frequency of the analysed text sets' updates (i.e., the 'big data' aspect), which makes the use of traditional analysis techniques and tools  ...  tools and techniques and also consider relatively recent developments in service-oriented data processing (e.g., SOA4ALL project [3] ) and large-scale semantic web reasoning (e.g., LarKC project [4]  ... 
doi:10.1007/978-3-642-54370-8_6 fatcat:qoxc6xntnbczlp247iak3fb7dm

Message-Passing Interface for Java Applications: Practical Aspects of Leveraging High Performance Computing to Speed and Scale Up the Semantic Web

Alexey Cheptsov, Bastian Koller
International Journal on Advances in Software   unpublished
Unfortunately, the most Semantic Web applications are developed in Java language, which makes them incompatible with the traditional high performance computing software solutions, which are tailored for  ...  By current estimates, the volume of Semantic Web data is exceeding the order of magnitude of billions of triples.  ...  of the Semantic Web application based on such tools.  ... 

Enabling High Performance Computing for Semantic Web Applications by Means of Open MPI Java Bindings

Alexey Cheptsov
The availability of such an amount of data makes it attractive for Semantic Web applications to exploit High Performance Computing (HPC) infrastructures to effectively process such data.  ...  Attempts to port existing parallelization frameworks to the Java language prove to be very inefficient in terms of the performance benefits for applications.  ...  ICT activity of the 7th Framework Programme (ICT-FP7-215535), for the provided pilot use case.  ...