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Description
  • 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 - Česká nadě e: http://suweco.cz:8080/awards/oceneny.aspx?idrok=2 11 . Theoretical basis for software implementation has been published in several peer reviewed publications as: [1] Řehůřek, R.; Sojka, P. Software Framework for Topic Modelling with Large Corpora. In Proc. of LREC 2010 workshop New Challenges for NLP Frameworks.
  • 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 - Česká nadě e: http://suweco.cz:8080/awards/oceneny.aspx?idrok=2 11 . Theoretical basis for software implementation has been published in several peer reviewed publications as: [1] Řehůřek, R.; Sojka, P. Software Framework for Topic Modelling with Large Corpora. In Proc. of LREC 2010 workshop New Challenges for NLP Frameworks. (en)
Title
  • Software Framework for Scalable Topic Modelling
  • Software Framework for Scalable Topic Modelling (en)
skos:prefLabel
  • Software Framework for Scalable Topic Modelling
  • Software Framework for Scalable Topic Modelling (en)
skos:notation
  • RIV/00216224:14330/10:00051934!RIV12-MSM-14330___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(LA09016)
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  • Open-source licence (bez poplatků); výrazně urychluje lokalizaci podobných publikací v digitálních knihovnách na základě _sémantické_ podobnosti a tím šetří člověkoroky práce. Použito již v cca desítce projektů jako DML-CZ, NUMDAM, LarKC, EuDML,...
http://linked.open...titaPredkladatele
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  • 288275
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14330/10:00051934
http://linked.open...terniIdentifikace
  • gensim
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http://linked.open.../riv/klicovaSlova
  • topic modelling; similarity; data exploration; digital libraries; gensim; software framework (en)
http://linked.open.../riv/klicoveSlovo
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http://linked.open...vavai/riv/projekt
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  • Petr Sojka, FI MU Brno, Botanická 68a, 60200 Brno, CZ, tel. +420549496966
http://linked.open...iv/tvurceVysledku
  • Sojka, Petr
  • Řehůřek, Radim
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http://linked.open...itiJinymSubjektem
http://localhost/t...ganizacniJednotka
  • 14330
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