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ZENODO
Dataset . 2022
License: CC BY
Data sources: Datacite
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ZENODO
Dataset . 2022
License: CC BY
Data sources: ZENODO
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ZENODO
Dataset . 2022
License: CC BY
Data sources: Datacite
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A Social and News Media Benchmark Dataset for Topic Modeling

Research datakeyboard_double_arrow_right Dataset 11 Apr 2022 English Publisher:Zenodo
Authors: Miles, Samuel; Yao, Lixia; Meng, Weilin; Black, Christopher M.; Ben Miled, Zina;

doi: 10.5281/zenodo.6449720 , 10.5281/zenodo.6449719

A Social and News Media Benchmark Dataset for Topic Modeling

Abstract

A novel approach to topic modeling using PSO-based clustering is compared to traditional techniques using the 20 Newsgroups dataset and a collection of posts from the Reddit health forum r/Cancer.

Keywords

ETM, topic modeling, PSO, Health Forums, NVDM, Document Embedding

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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).
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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
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visibility
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
101
61
Related to Research communities
Cancer Research