Knowledge discovery: data and text mining

Data mining and text mining refer to techniques, models, algorithms, and processes for knowledge discovery and extraction. Basic de nitions are given together with the description of a standard data mining process. Common models and algorithms are presented. Attention is given to text clustering, ho...

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Detalles Bibliográficos
Autor principal: Olmer, Petr
Lenguaje:eng
Publicado: CERN 2008
Materias:
Computing and Computers
Acceso en línea:https://dx.doi.org/10.5170/CERN-2008-002.47
http://cds.cern.ch/record/1100524
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author Olmer, Petr
author_facet Olmer, Petr
author_sort Olmer, Petr
collection CERN
description Data mining and text mining refer to techniques, models, algorithms, and processes for knowledge discovery and extraction. Basic de nitions are given together with the description of a standard data mining process. Common models and algorithms are presented. Attention is given to text clustering, how to convert unstructured text to structured data (vectors), and how to compute their importance and position within clusters.
id cern-1100524
institution Organización Europea para la Investigación Nuclear
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publishDate 2008
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spelling cern-11005242019-09-30T06:29:59Zdoi:10.5170/CERN-2008-002.47http://cds.cern.ch/record/1100524engOlmer, PetrKnowledge discovery: data and text miningComputing and ComputersData mining and text mining refer to techniques, models, algorithms, and processes for knowledge discovery and extraction. Basic de nitions are given together with the description of a standard data mining process. Common models and algorithms are presented. Attention is given to text clustering, how to convert unstructured text to structured data (vectors), and how to compute their importance and position within clusters.CERNoai:cds.cern.ch:11005242008
spellingShingle Computing and Computers
Olmer, Petr
Knowledge discovery: data and text mining
title Knowledge discovery: data and text mining
title_full Knowledge discovery: data and text mining
title_fullStr Knowledge discovery: data and text mining
title_full_unstemmed Knowledge discovery: data and text mining
title_short Knowledge discovery: data and text mining
title_sort knowledge discovery: data and text mining
topic Computing and Computers
url https://dx.doi.org/10.5170/CERN-2008-002.47
http://cds.cern.ch/record/1100524
work_keys_str_mv AT olmerpetr knowledgediscoverydataandtextmining

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