A Web Application for Text Document Classification Based on K-Nearest Neighbor Algorithm
Serdica Journal of Computing, Tome 11 (2017) no. 2, pp. 183-198
Voir la notice de l'article provenant de la source Bulgarian Digital Mathematics Library
The paper gives insight on how the text document categorization
problem can be solved and implemented in a software product. On that score, it
specifies how input data are provided, processed and transformed into output
data. The goal of the paper is not only to suggest a simple theoretical solution to
the text document categorization problem but to provide a real-life
implementation as part of a software system.
ACM Computing Classication System (1998): H.3.3, H.3.5, I.7.5.
Keywords:
Clustering, Document Analysis, Web-Based Services
Aleksieva-Petrova, Adelina; Minkov, Emilyan; Petrov, Milen. A Web Application for Text Document Classification Based on K-Nearest Neighbor Algorithm. Serdica Journal of Computing, Tome 11 (2017) no. 2, pp. 183-198. http://geodesic.mathdoc.fr/item/SJC_2017_11_2_a5/
@article{SJC_2017_11_2_a5,
author = {Aleksieva-Petrova, Adelina and Minkov, Emilyan and Petrov, Milen},
title = {A {Web} {Application} for {Text} {Document} {Classification} {Based} on {K-Nearest} {Neighbor} {Algorithm}},
journal = {Serdica Journal of Computing},
pages = {183--198},
year = {2017},
volume = {11},
number = {2},
language = {en},
url = {http://geodesic.mathdoc.fr/item/SJC_2017_11_2_a5/}
}
TY - JOUR AU - Aleksieva-Petrova, Adelina AU - Minkov, Emilyan AU - Petrov, Milen TI - A Web Application for Text Document Classification Based on K-Nearest Neighbor Algorithm JO - Serdica Journal of Computing PY - 2017 SP - 183 EP - 198 VL - 11 IS - 2 UR - http://geodesic.mathdoc.fr/item/SJC_2017_11_2_a5/ LA - en ID - SJC_2017_11_2_a5 ER -
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