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Conference Papers Year : 2015

Analytical Platform Based on Jbowl Library Providing Text-Mining Services in Distributed Environment

Martin Sarnovský
  • Function : Author
  • PersonId : 1001311
Peter Butka
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  • PersonId : 1001312
Peter Bednár
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  • PersonId : 1001313
František Babič
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  • PersonId : 1001314
Ján Paralič
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  • PersonId : 1001315

Abstract

The paper presents the Jbowl, Java software library for data and text analysis, and various research activities performed and implemented on top of the library. The paper describes the various analytical services for text and data mining implemented in Jbowl as well as numerous extensions aimed to address the evolving trends in data and text analysis and its usage in various tasks reflecting the areas such as big data analysis, distributed computing and parallelization. We also present the complex analytical platform built on top of the library, integrating the distributed computing analytical methods with the graphical user interface, visualization methods and resource management capabilities.
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hal-01466232 , version 1 (13-02-2017)

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Martin Sarnovský, Peter Butka, Peter Bednár, František Babič, Ján Paralič. Analytical Platform Based on Jbowl Library Providing Text-Mining Services in Distributed Environment. 3rd International Conference on Information and Communication Technology-EurAsia (ICT-EURASIA) and 9th International Conference on Research and Practical Issues of Enterprise Information Systems (CONFENIS), Oct 2015, Daejon, South Korea. pp.310-319, ⟨10.1007/978-3-319-24315-3_32⟩. ⟨hal-01466232⟩
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