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Document Recommendations in Slovenian Academic Digital Libraries

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Digital Libraries for Open Knowledge (TPDL 2019)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 11799))

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Abstract

With the aim to improve the overall visibility of Slovenian research, one of the main features in the Slovenian open-access infrastructure is providing recommendations of similar documents to researchers, students and other interested parties across all included digital libraries, and other digital archives and journal repositories. In this work we describe the architecture of our hybrid recommender system along with observations of its use in the years after inclusion on real-world data between 2015 and 2018 by investigating which types of recommended documents get recommended the most.

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Notes

  1. 1.

    Open Science Slovenia Dataset, https://www.openscience.si/OpenData.aspx.

References

  1. Beel, J., Aizawa, A., Breitinger, C., Gipp, B.: Mr. DLib: recommendations-as-a-Service (RaaS) for academia. In: 2017 ACM/IEEE Joint Conference on Digital Libraries (JCDL), pp. 1–2, June 2017. https://doi.org/10.1109/JCDL.2017.7991606

  2. Erjavec, T., Fišer, D., Ljubešić, N., Logar, N., Ojsteršek, M.: Slovenska znanstvena besedila: prototipni korpus in načrt analiz. In: Proceedings of the Conference on Language Technologies & Digital Humanities, 29th September–October 1st 2016, pp. 58–64. Faculty of Arts, University of Ljubljana, Ljubljana, Slovenia (2016)

    Google Scholar 

  3. Knoth, P., et al.: Towards effective research recommender systems for repositories. In: Proceedings of the 12th International Conference on Open Repositories. Brisbane, Australia, June 2017. https://arxiv.org/abs/1705.00578

  4. Ojsteršek, M., et al.: Establishing of a Slovenian open access infrastructure: a technical point of view. Program 48, 394–412 (2014)

    Article  Google Scholar 

  5. Porcel, C., Moreno, J., Herrera-Viedma, E.: A multi-disciplinar recommender system to advice research resources in University Digital Libraries. Expert. Syst. Appl. 36(10), 12520–12528 (2009). https://doi.org/10.1016/j.eswa.2009.04.038. http://www.sciencedirect.com/science/article/pii/S0957417409003698

    Article  Google Scholar 

  6. Vargas, S., Hristakeva, M., Jack, K.: Mendeley: recommendations for Researchers. In: RecSys 2016 Proceedings of the 10th ACM Conference on Recommender Systems, Boston, MA, USA, p. 365 (2016)

    Google Scholar 

  7. Winkler, W.: String comparator metrics and enhanced decision rules in the Fellegi-Sunter model of record linkage. In: Proceedings of the Section on Survey Research Methods, pp. 354–359 (1990)

    Google Scholar 

  8. Typology of documents/works for bibliography management in COBISS. https://home.izum.si/COBISS/bibliografije/Tipologija_eng.pdf. Accessed 10 Apr 2019

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Correspondence to Mladen Borovič .

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Borovič, M., Ojsteršek, M. (2019). Document Recommendations in Slovenian Academic Digital Libraries. In: Doucet, A., Isaac, A., Golub, K., Aalberg, T., Jatowt, A. (eds) Digital Libraries for Open Knowledge. TPDL 2019. Lecture Notes in Computer Science(), vol 11799. Springer, Cham. https://doi.org/10.1007/978-3-030-30760-8_34

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  • DOI: https://doi.org/10.1007/978-3-030-30760-8_34

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-30759-2

  • Online ISBN: 978-3-030-30760-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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