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Computes a cosine matrix from given word vectors
multicos(x,y=x,tvectors=tvectors)
A matrix containing the pairwise cosines of x
and y
a character vector or numeric of length=ncol(tvectors)
(vector with same dimensionality as LSA space)
a character vector; y = x by default
the semantic space in which the computation is to be done (a numeric matrix where every row is a word vector)
Fritz Guenther
Submit a character vector consisting of n words to get a n x n cosine matrix of all their pairwise cosines.
Alternatively, submit two different character vectors to get their pairwise cosines. Single words are also possible arguments.
Also allows for computation of cosines between a given numeric vector with the same dimensionality as the LSA space and a vector consisting of n words.
Landauer, T.K., & Dumais, S.T. (1997). A solution to Plato's problem: The Latent Semantic Analysis theory of acquisition, induction and representation of knowledge. Psychological Review, 104, 211-240.
Dennis, S. (2007). How to use the LSA Web Site. In T. K. Landauer, D. S. McNamara, S. Dennis, & W. Kintsch (Eds.), Handbook of Latent Semantic Analysis (pp. 35-56). Mahwah, NJ: Erlbaum.
cosine
,
Cosine
,
costring
,
multicostring
data(wonderland)
multicos("mouse rabbit cat","king queen",
tvectors=wonderland)
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