Rapid prototyping of a web categorization tool

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F14%3A00076180" target="_blank" >RIV/00216224:14330/14:00076180 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1145/2628194.2628216" target="_blank" >http://dx.doi.org/10.1145/2628194.2628216</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1145/2628194.2628216" target="_blank" >10.1145/2628194.2628216</a>

Result language
angličtina
Original language name
Rapid prototyping of a web categorization tool
Original language description
This paper introduces a new method for fast prototyping of web page categorization tool based on Random Forests. The result of this work is three-fold. We describe a fast feature extraction method first. Afterwards, we introduce a system that enables a user to perform experiments manually and visualize the results via visual analytics module. The last part of this work concerns a way how to perform experiments efficiently. It is partially inspired by landmarking that allows limiting the number of experiments. This method has been used for building a new commercial system for web categorization that significantly outperforms the system already being used.
Czech name
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Czech description
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Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
IDEAS '14 Proceedings of the 18th International Database Engineering & Applications Symposium
ISBN
9781450326278
ISSN
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e-ISSN
—
Number of pages
4
Pages from-to
294-297
Publisher name
ACM New York
Place of publication
NY, USA
Event location
Porto, Portugal
Event date
Jan 1, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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