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These included documents, terms of reference, the Subcommittee website [ 41], logs, interviews, letters, review forms, research reports, emails, minutes, newsletters, annual progress reports and draft papers.
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For reducing the influence of frequent key phrases in documents, term weighting was applied.
Furthermore, the glossaries are concerned with new terminology: although a recourse to existing terminologies could be possible to integrate known terms, it is not likely that these are the first documented terms in the different glossaries.
It is critical to point out that it has not been used to define any of the terminology appearing on the thesaurus, but it has rather explained the logic of the documented terms.
Part of the current problem with ISPs is that there's no real documented terms of service across the board when it comes to how an ISP is going to treat a user's traffic.
document-term-matrix. Numbered finding.
This results in a document-term-matrix (d-t-m).
As a result X is an (n times |V|) document-term matrix (Eq. 3) where V is the global vocabulary.
The simplest and most widespread one is to represent user interests learnt from relevance feedback with document term vectors for each interest's category.
More precisely, we propose a parsimonious latent block model based on the mixture of Poisson distributions and tailored for sparse high dimensional data such as document-term matrices.
Furthermore, the following R packages were used: text2vec [82] for setting up document-term-matrices, SnowballC [83] for stemming, plyr [84] and reshape2 [85] for handling data, and gridExtra [86], gtable [87], and ggplot2 [88] for visualization.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com