VecText: Converting Documents to Vectors
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F62156489%3A43110%2F19%3A43915671" target="_blank" >RIV/62156489:43110/19:43915671 - isvavai.cz</a>
Result on the web
<a href="http://www.iaeng.org/IJCS/issues_v46/issue_2/IJCS_46_2_05.pdf" target="_blank" >http://www.iaeng.org/IJCS/issues_v46/issue_2/IJCS_46_2_05.pdf</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
VecText: Converting Documents to Vectors
Original language description
This paper introduces a software applicationVecText that is used to convert raw text data into a struc-tured format suitable for various data mining tools. VecTextsupports most of the common operations needed for text datapreprocessing as well as not very usual functions. Its graph-ical user interface enables user-friendly software employmentwithout requiring specialized technical skills and knowledgeof a particular programming language together with its librarynames and functions. The command line interface mode, wherethe options are specified using the command line parameters,enables incorporating the application into a more complicateddata mining process integrating several software packages orperforming multiple conversions in a batch. Besides introducingthe tool, the paper also summarizes various techniques that arebeing applied when deriving a structured representation of textsin the form of a document-term matrix and compares severalpopular text mining frameworks and tools.
Czech name
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Czech description
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Classification
Type
J<sub>SC</sub> - Article in a specialist periodical, which is included in the SCOPUS database
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/GA17-25924S" target="_blank" >GA17-25924S: Comparative Study of Crowdfunding Projects in EU: Access to Finance, Risks and Regulation</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
IAENG International Journal of Computer Science
ISSN
1819-656X
e-ISSN
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Volume of the periodical
46
Issue of the periodical within the volume
2
Country of publishing house
CN - CHINA
Number of pages
8
Pages from-to
170-177
UT code for WoS article
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EID of the result in the Scopus database
2-s2.0-85066252388