Jan Wijffels
2017-Dec-19 21:20 UTC
[R] [R-pkgs] release of version 0.2 of the textrank package
Hello R users, I'm pleased to announce the release of version 0.2 of the textrank package on CRAN: https://CRAN.R-project.org/package=textrank *The package is a natural language processing package which allows one to summarize text by finding* *- relevant sentences* *- relevant keywords* This is done by constructing a sentence network which finds how sentences are related to one another (word overlap). On that network Google Pagerank is used in order to find relevant sentences. In a similar way 'textrank' can also be used to extract keywords. How? A word network is constructed by looking if words are following one another. On top of that network the 'Pagerank' algorithm is applied to extract relevant words. Relevant words which are following one another are next pasted together to get keywords. The package has a vignette at https://cran.r-project.org/web/packages/textrank/vignettes/textrank.html and it also plays nicely with the udpipe package ? https://CRAN.R-project.org/package=udpipe which is good for parts-of-speech tagging, lemmatisation, dependency parsing and general NLP processing. ?all the best, Jan Jan Wijffels Statistician www.bnosac.be [[alternative HTML version deleted]] _______________________________________________ R-packages mailing list R-packages at r-project.org https://stat.ethz.ch/mailman/listinfo/r-packages