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ZENODO
Dataset . 2024
License: CC BY
Data sources: ZENODO
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2024
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
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Evaluation of literature reviews & primary sources thereof regarding the continuous development of AI

Authors: Steidl, Monika; Ramler, Rudolf; Felderer, Michael;

Evaluation of literature reviews & primary sources thereof regarding the continuous development of AI

Abstract

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

  • BIP!
    Impact byBIP!
    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
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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).
BIP!Citations provided by BIP!
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.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average