Summary information
Study title
Computer Science (1970-2014)
Creator
Lietz, Haiko ( GESIS - Leibniz-Institut für Sozialwissenschaften)
Study number / PID
10.7802/2642 (GESIS)
10.7802/2642 (DOI)
Data access
Information not available
Series
Not available
Abstract
DBLP (https://dblp.org/) is a comprehensive collection of computer science publications from major and minor journals and conference proceedings. From this dump, we remove arXiv preprints. Our dataset consists of 1.9 million publications from 1970 to 2014 that are authored by 1.1 million authors. We have added citations among publications by combining DBLP with the AMiner dataset (https://www.aminer.org/citation) via publication titles and years. There are 6.6 million citations among publications. Author names in DBLP are disambiguated. To infer the gender of authors, we have used a method that combines the results of name-based and image-based gender detection services. Since the accuracy is very low for Chinese and Korean names, we label their gender as unknown to reduce noise in our analysis.
Topics
Keywords
Methodology
Data collection period
Not availableCountry
Time dimension
Time series
Analysis unit
Not availableUniverse
Sampling procedure
Vollerhebung
Kind of data
Not availableData collection mode
Computer-based observation
Access
Publisher
GESIS Data Archive for the Social Sciences
Publication year
2023
Terms of data access
Free access (without registration) - The research data can be downloaded directly by anyone without further limitations.
The data from the study may only be used for scientific purposes.
Related publications
Not available