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Establishing of a Slovenian open access infrastructure: a technical point of view
Milan Ojsteršek, Janez Brezovnik, Mojca Kotar, Marko Ferme, Goran Hrovat, Albin Bregant, Mladen Borovič, 2014, original scientific article

Abstract: Purpose – This paper presents a technical perspective when implementing the Slovenian open access infrastructure that consists of four institutional repositories and a national portal that aggregates content from the repositories in order to provide a common search engine, recommendations of similar documents, and similar text detection. Design/methodology/approach – During the project, the necessary legal background and processes for mandatory submissions of final study works, research publications and research data were established, as well as processes for data exchange between the institutional repositories and the national portal, and processes for similar text detection. Findings – The consortium consisted of four Slovenian universities that significantly differ in size, organisation, and workflows. It was anticipated that exactly the same legal background and software would be used for the four repositories. It turned out that complete unification was impossible due to the differences. Practical implication – The national open access infrastructure will improve the visibility of Slovenian research organisations. It supports the compliance with the funders’ open access mandates. The established infrastructure enables the depositing and archiving of approximately eighty percent of the peer-reviewed scientific publications that are annually published by Slovenian researchers. At the same time, the majority of final study works from Slovenian higher education institutions are available in full-text format. Originality/value – This paper describes a technical perspective for setting up a national open access infrastructure, which has not been described in the literature previously.
Keywords: institutional repositories, open access, national open access infrastrukture, plagiarism detection, recommendation system
Published: 27.11.2014; Views: 1843; Downloads: 392 
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Detecting and preventing plagiarism in a foreign language e-learning course
Sara Orthaber, 2009, original scientific article

Abstract: E-learning is becoming an increasingly common if not an essential strategy in academic institutions and the Faculty of Logistics of the University of Maribor, Slovenia is no exception. However, this new teaching mode also brings about new forms of academic misconduct, which is the main topic of this paper. The first proposed methodological approach was to take into account students' general experience, motivation and satisfaction with e-learning from previously undertaken studies. Then students' submitted assignments from the 8-week foreign language course English in Logistics were analyzed with the objective of finding whether the perception of intellectual property rights of those students who had been warned has changed and what the reasons for plagiarism might have been: did plagiarism attempts somewhat diminish, or did students deliberately continue to copy from the internet? What reasons for plagiarizing other than stress resulting from potential problems of integrating contemporary technology into the learning process may there be?
Keywords: internet plagiarism, e-learning, foreign language, motivation, plagiarism detection software
Published: 05.06.2012; Views: 1317; Downloads: 240
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TextProc - a natural language processing framework and its use as plagiarism detection system
Janez Brezovnik, Milan Ojsteršek, 2011, original scientific article

Abstract: A natural language processing framework called TextProc is described in this paper. First the frameworks software architecture is described. The architecture is made of several parts and all of them are described in detail. Natural language processing capabilities are implemented as software plug-ins. Plug-ins can be put together into processes that perform a practical natural processing function. Several practical TextProc processes are briefly described, like part-of-speech tagging, named entity tagging and others. One of those is capable to perform plagiarism detection on texts in Slovenian language, which is explained in detail. This process is actually used in digital library of University of Maribor. The integration of digital library with TextProc is also briefly described. At the end of this paper some ideas for future development are given.
Keywords: natural language processing, text processing, text mining, Slovenian language, plagiarism detection
Published: 01.06.2012; Views: 1826; Downloads: 63
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Advanced features of Digital library of University of Maribor
Janez Brezovnik, Milan Ojsteršek, 2011, original scientific article

Abstract: Advanced features of digital library of University of Maribor are described inthis paper. A short introduction describes some basic facts about the digital library and mentions its main purpose, but the main part of this paperis about features, that are mostly not found in other digital libraries. These features include integration with other information systems, plagiarism detection, informative and useful statistics about mentors and specific content extraction from documents, served by the digital library. We present existing functionality and describe some ideas for future development. A natural language processing framework, called TextProc, is also briefly mentioned, since it is used to perform plagiarism detection.
Keywords: digital library, natural language, plagiarism detection, Slovenian language, text processing
Published: 01.06.2012; Views: 1911; Downloads: 40
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