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The article is assigned to the domain by cosine similarity computing.
The article is assigned to the domain of the train article that has maximum cosine similarity.
Then, the relevance score of a given article is assigned based on the frequencies of query terms or concepts.
Each article is assigned a journal score for the journal the article was published in (cf., Schläpfer and Storbeck 2012).
The article is assigned into a particular domain and it is tagged with the tag ontology of the domain.
The company says it can not only tell customers how well their content is doing on publisher websites and on social media, but also predict which articles will take off — each article is assigned a score between 0 to 99, indicating how much social media traffic it will drive to the customer's site.
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Each article is assign to 1 of the 22 scientific domains (and only 1) based on the journal in which it appears.
That article was assigned to students and cited in scholarly books.
In step 1, each article was assigned a unique identification code.
We created our own proxy for the PMRA similarity as
The subject focus of each article was assigned by Nexis using the LexisNexis SmartIndexing Technology.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com