A method of increased documentation of production and production of a scientific unit. Research report
DOI:
https://doi.org/10.12775/TSB.2018.011Keywords
scientometrics, scientific evaluation, data mining, text mining, information visualizationAbstract
Article presents a proposition and evaluation of a new method of scientific output evaluation. Presented method may be considered as complementary to publication evaluation. It uses up-to-date findings of BigData in order to explore local databases. Proposed method is scalable, it may be successfully applied for scientific evaluation of individual scholars, research teams and units, up to university size.References
Bibliografia publikacji pracowników UMK w Toruniu. Informacja o bazie: http://bg.cm.umk.pl/splendor/umk/obib.htm.
Expertus – the list of installations. Resource document. http://www.splendor.net.pl/e0500001.htm.
Kulczycki, E. (2017). Punktoza jako strategia w grze parametrycznej w Polsce. Nauka i szkolnictwo wyższe. http://dx.doi.org/10.14746/nisw.2017.1.4.
Mantel, N. (1967). A technique of disease clustering and a generalized regression approach. Cancer Research, 27, 209-220.
Murtagh, F., & Legendre, P. (2011). Ward’s Hierarchical Clustering Method: Clustering Criterion and Agglomerative Algorithm. https://arxiv.org/pdf/1111.6285.pdf.
Murtagh, F., & Legendre, P. (2014). Ward’s Hierarchical Clustering Method: Which Algorithms Implement Ward’s Criterion? Journal of Classification, 31, 274-295. https://pdfs.semanticscholar.org
/2f42/0d40bbef29f47005c1fc22c2aff98605f659.pdf.
Osińska, V., & Malak, P. (2016). Maps and Mapping in Scientometrics. In: M. Goralska & A. Wandel (Ed.) Metody i narzędzia badań piśmiennictwa cyfrowego i jego użytkowników. Wroclaw Universiity Publishing.
Osińska, V., Osinski, G., & Tomaszewski, W. (2015). Modelling of Scientific Collaboration based on Graphical Analysis. In Proceedings of 15th International Conference on Scientometrics and Informetrics.
Shneiderman, B., & Wattenberg, M (2001). Ordered Treemap Layouts. In Proceedings of the IEEE Symposium on Information Visualization 2001 (INFOVIS'01), p. 73.
Splendor ® Information Systems. Resource document. http://www.splendor.net.pl/english.html. Accessed 20 December 2017.
Ward, J. H. (1963). Hierarchical grouping to optimize an objective function. Journal of the American Statistical Association, 58, 236.
Downloads
Published
How to Cite
Issue
Section
Stats
Number of views and downloads: 382
Number of citations: 0