. "Petr Sojka, FI MU Brno, Botanick\u00E1 68a, 60200 Brno, CZ, tel. +420549496966" . "gensim" . . "Semantic-based text processing is a must in today's large-scale digital libraries and in web-scale search as Google does. Gensim implements semantic similarity computation of documents irrespectively of the size of text corpora -- it is unique because it works %22on-line%22, e.g. new documents can be fed to it without recomputation of the whole similarity matrix, which opens new horizons of its usage. Gensim is award-winning robust scalable software framework for topic modelling and similarity in text documents. It is used in the production of DML-CZ, EuDML, LarKC projects and has been also used for teaching at several universities. Awarded by Scopus awards - \u010Cesk\u00E1 nad\u011Bje: http://suweco.cz:8080/awards/oceneny.aspx?idrok=2011 . Theoretical basis for software implementation has been published in several peer reviewed publications as: [1] \u0158eh\u016F\u0159ek, R.; Sojka, P. Software Framework for Topic Modelling with Large Corpora. In Proc. of LREC 2010 workshop New Challenges for NLP Frameworks."@en . . . "Software Framework for Scalable Topic Modelling"@en . . "http://nlp.fi.muni.cz/projekty/eudml/gensim/index.html" . "RIV/00216224:14330/10:00051934" . . . . "Semantic-based text processing is a must in today's large-scale digital libraries and in web-scale search as Google does. Gensim implements semantic similarity computation of documents irrespectively of the size of text corpora -- it is unique because it works %22on-line%22, e.g. new documents can be fed to it without recomputation of the whole similarity matrix, which opens new horizons of its usage. Gensim is award-winning robust scalable software framework for topic modelling and similarity in text documents. It is used in the production of DML-CZ, EuDML, LarKC projects and has been also used for teaching at several universities. Awarded by Scopus awards - \u010Cesk\u00E1 nad\u011Bje: http://suweco.cz:8080/awards/oceneny.aspx?idrok=2011 . Theoretical basis for software implementation has been published in several peer reviewed publications as: [1] \u0158eh\u016F\u0159ek, R.; Sojka, P. Software Framework for Topic Modelling with Large Corpora. In Proc. of LREC 2010 workshop New Challenges for NLP Frameworks." . "P(LA09016)" . . "topic modelling; similarity; data exploration; digital libraries; gensim; software framework"@en . . . . . "http://nlp.fi.muni.cz/projekty/eudml/gensim/" . "Software Framework for Scalable Topic Modelling" . . . "14330" . . "2"^^ . "Software Framework for Scalable Topic Modelling" . . . "Software Framework for Scalable Topic Modelling"@en . "\u0158eh\u016F\u0159ek, Radim" . "288275" . "RIV/00216224:14330/10:00051934!RIV12-MSM-14330___" . "[A54B4AEAE220]" . . "2"^^ . "Open-source licence (bez poplatk\u016F); v\u00FDrazn\u011B urychluje lokalizaci podobn\u00FDch publikac\u00ED v digit\u00E1ln\u00EDch knihovn\u00E1ch na z\u00E1klad\u011B _s\u00E9mantick\u00E9_ podobnosti a t\u00EDm \u0161et\u0159\u00ED \u010Dlov\u011Bkoroky pr\u00E1ce. Pou\u017Eito ji\u017E v cca des\u00EDtce projekt\u016F jako DML-CZ, NUMDAM, LarKC, EuDML,..." . . "Sojka, Petr" . . .