Text-Mining Research Group

Reference publication year spectroscopy (RPYS) of computer science papers from Eastern Europe

Purpose: The current article presents the results of a case study dealing with the historical roots of Eastern European researchers in computer science. Design/methodology/approach: The study is based on an analysis of cited references stemming from a collection of around 80,000 computer science papers by Eastern European researchers published from 1989 to 2014. By using a method called “reference publication year spectroscopy” (RPYS) for historical analyses based on bibliometric data, we analyze around 800,000 references cited in those papers. We identify the peak years including most frequently cited publications (from 1952, 1965, and 1975) and focus on these outstanding works for the field. We show how these influential papers were cited in Eastern Europe and in general and on which scientific fields they have the most impact. Findings: A noteworthy publication that seems to have a tremendous effect on Eastern European computer science is Zadeh’s “Fuzzy sets” article which appeared in Information and Control in 1965. We demonstrate that computer scientists from Eastern Europe are more conservative in their citation behavior and tend to refer to older and more established research than their counterparts from the West. Originality/value: Which are the historical roots of researchers working in a particular field or on a specific topic? Are there certain publications – landmark papers – which are important for their research? We guess that these are questions bothering researchers in many fields.

This is a preprint version of the article.

Keywords: Reference publication year spectroscopy (RPYS), Citation analysis, Computer science, Eastern Europe, Web of Science

Year: 2020

Download:  Full text [424 kB]

Dalibor Fiala

Phone: +420 377 63 2429
E-mail: dalfia@kiv.zcu.cz
WWW: http://www.kiv.zcu.cz/~dalfia/

Dalibor is the research group coordinator and an associate professor at the Department of Computer Science and Engineering at the University of West Bohemia in Pilsen, Czech Republic. He is interested in data mining, web mining, information retrieval, informetrics, and information science.

Lutz Bornmann

Social Networks Analysis
Authors:	Karel Ježek, Dalibor Fiala, Michal Nykl
Desc.:	Application of the PageRank algorithm and its modifications to the exploration of network structures, particularly citation and co-autorship networks.