Characteristic Analysis of Data Description in Highly Cited Research Data
DOI:
https://doi.org/10.52731/lir.v001.010Keywords:
Research data, Reuse, Data description, CitationAbstract
The publication and utilization of not only evidence data of research results but also many other data associated with research activities are attracting attention as a new indicator for improving research efficiency and evaluating researchers. With the spread of open science, data repositories and data journals for research data have gradually begun to be recognized, and an environment that encourages the reuse of such research data will be further developed in the future. In this study, we focused on data description, which is important for getting an overview of research data. By clarifying the characteristics of data descriptions of highly cited research data, we hope to increase the number of citations, which will lead to the evaluation of researchers and, ultimately, to the evaluation of universities. Specifically, we will analyze the part-of-speech composition ratio of data descriptions and compare the characteristics of the highly cited research data with the low-cited research data.
References
Jinfang Niu. “Overcoming inadequate documentation. Proceedings of the American Society for Information Science and Technology”, vol.46, issue1, pp.1-14, 2010.
Ui Ikeuchi.“Forefront of research data management by university libraries-The case of the University of Edinburgh to strengthen research capabilities-in Japanese”, vol.52, No.4, pp.227-236, 2014.]
Ayoung Yoon. “Red flags in data: Learning from failed data reuse experiences,” Proceedings of the Association for Information Science and Technology, vol.53, issue1, pp.1-6, 2016.
Koichi Higuchi.“A Two-Step Approach to Quantitative Content Analysis: KH Coder Tuto-rial Using Anne of Green Gables (Part II)”Ritsumeikan Social Science Review, 53(1): pp.137-147, 2017.
Stanford POS tagger, https://nlp.stanford.edu/software/tagger.shtml,(accessed on 11April2022).
Data Share, https://datashare.ed.ac.uk/,(accessed on 11April2022).
Scientific Data, https://www.nature.com/sdata/,(accessed on 11April2022).
Earth System Science Data,https://www.earth-system-science-data.net,(accessed on 11April2022).
Data in Brief, https://journals.elsevier.com/data-in-brief,(accessed on 11April2022).
Chemical Data Collections, https://www.sciencedirect.com/journal/chemical-data-collections,(accessed on 11April2022).9