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SemanticLayerTools

Authors: Vogl, Malte;

SemanticLayerTools

Abstract

This software project collects tools to build, cluster, analysis and visualize social, semiotic or semantic layers from text corpora. The release 0.1.3 contains two main methods for network creation Create a multilayer network from publications using Ngram-scoring Build longitudinal cocitation networks and cluster to uncover e.g. fields of research Consult the documentation here for details. The development is part of the research project ModelSEN Socio-epistemic networks: Modelling Historical Knowledge Processes, part of Department I of the Max Planck Institute for the History of Science and funded by the Federal Ministry of Education and Research, Germany (Grant No. 01 UG2131).

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semantic networks

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    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).
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    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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    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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download
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!
views
OpenAIRE UsageCountsViews provided by UsageCounts
downloads
OpenAIRE UsageCountsDownloads provided by UsageCounts
0
Average
Average
Average
19
1