
Replication Package for the Paper The Past, Present, and Future of Research on the Continuous Development of AI. The Replication package includes: evaluation_literatureStudy.html/ipynb: Analysis to answer RQ1: Analysis regarding the literature reviews and their demographic information and empirical standards Analysis to answer RQ2: main topics covered by systematic literature reviews and calculation of trends over time Analysis to answer RQ3: BerTopic Analysis for clustering primary sources input.zip: Input Datasets for analysis generatedOutput: Output generated by analysis in evaluation_literatureStudy.ipynb - for further information of each csv or pdf file please refer to the analysis itself methodology.zp: SLRFORSLR-data-includedSources - Excluded Sources.csv: Papers which were excluded because they did not fulfill inclusion/exclusion criteria SLRFORSLR-data-includedSources - Search terms.csv: database specific search terms and amount of results from each search term ThreatsToValidity-DeviationOfPrimarySources.pdf: As discussed in the threats to validity the identified literature studies where the primary sources differ to the stated amount by the literature reviews' authors. BerTopic_Models.zip: trained BerTopic models used to cluster primary sources
| 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 |
