
This repository contains all the code and the dataset to reproduce the experiments for the paper "Does Diversity of Expertise Drive Citation Impact? Evidence from Computer Science", submitted to the Scientometrics Journal. The code consists of several Python notebooks. All numbered from 0 to 8 identifying the various steps. Notebooks need to be run in numeric order. The repository contains also 7 datasets. These include information about the input papers, authors, number of citation, and info about the computer science ontology.
Research impact, Scientometrics, Metascience, Team Science, Science of Science, Diversity of Expertise
Research impact, Scientometrics, Metascience, Team Science, Science of Science, Diversity of Expertise
| selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 0 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
