Titlebook: Intelligent Tools for Building a Scientific Information Platform; Advanced Architectur Robert Bembenik,Lukasz Skonieczny,Marek Niezgodka Bo

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Data Model for Analysis of Scholarly Documents in the MapReduce Paradigmhallenges is to design a simple, but effective data model that fits various data access patterns and allows us to perform diverse analysis efficiently. In this paper, we will describe the organization of our data and explain how this data is accessed and processed by open-source tools from Apache Ha

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Multi-label Classification of Biomedical Articles a set of target labels (or simple decisions). Multi-label classification is one of the most important issues in semantic indexing and text categorization systems. Most of multi-label classification methods are based on combination of binary classifiers, which are trained separately for each label.

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Development of a University Knowledge Basestems like dLibra, Fedora Commons Repository and DSpace. The architecture of the platform and the aspect of integration with other systems are also discussed. Finally we discuss how the platform can be reused for deployment for the purposes of any other university with respect to the specific resources it produces and archives.

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1860-949X c information platforms.Written by a leading expert in the f.This book is a selection of results obtained within two years of research per- formed under SYNAT - a nation-wide scientific project aiming at creating an infrastructure for scientific content storage and sharing for academia, education an

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Book 2013ng an infrastructure for scientific content storage and sharing for academia, education and open knowledge society in Poland. The selection refers to the research in artificial intelligence, knowledge discovery and data mining, information retrieval.and natural language processing, addressing the pr