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Data sources: Orvium
https://doi.org/10.55835/64412...
Conference object . 2023
Data sources: Crossref
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A local cohesion-maximising algorithm for the exploration of publication networks

Authors: Matthias Held; Bastian Steudel; Jochen Gläser;

A local cohesion-maximising algorithm for the exploration of publication networks

Abstract

The dominant approach to the reconstruction of scientific topics is the application of global community detection algorithms. Some of the properties of these algorithms, however, collide with the sociological discussion on topics. We present here for consideration a new local bibliometric algorithm that is in line with sociological definitions of topics and which reconstructs dense regions in bibliometric networks locally.

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    influence
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
  • citations
    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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citations
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
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